Dataset statistics
Number of variables | 19 |
---|---|
Number of observations | 3105 |
Missing cells | 4402 |
Missing cells (%) | 7.5% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 488.3 KiB |
Average record size in memory | 161.0 B |
Variable types
Numeric | 6 |
---|---|
Text | 8 |
Categorical | 5 |
Dataset
Description | 지하수 보조 측정망 제원에 대한 내용입니다. - 관정번호, 관측소명, 관측소코드, 허가신고번호, 주소, 경도, 위도, 표고, 관리기관명, 설치일자, 관정구분, 암반충적구분, 케이싱 높이, 설치심도, 굴착구경, 관측주기내용, 관측항목명, 지하수상세용도코드, 음용여부 |
---|---|
URL | https://www.data.go.kr/data/15118941/fileData.do |
암반충적구분 is highly overall correlated with 관리기관명 and 1 other fields | High correlation |
관정구분 is highly overall correlated with 관리기관명 and 1 other fields | High correlation |
관정번호 is highly overall correlated with 관리기관명 and 1 other fields | High correlation |
케이싱높이 is highly overall correlated with 관리기관명 | High correlation |
지하수상세용도코드 is highly overall correlated with 관리기관명 and 1 other fields | High correlation |
관리기관명 is highly overall correlated with 관정번호 and 6 other fields | High correlation |
관측주기내용 is highly overall correlated with 관정번호 and 1 other fields | High correlation |
음용여부 is highly overall correlated with 지하수상세용도코드 and 1 other fields | High correlation |
관리기관명 is highly imbalanced (94.8%) | Imbalance |
관측주기내용 is highly imbalanced (56.8%) | Imbalance |
허가신고번호 has 995 (32.0%) missing values | Missing |
경도 has 75 (2.4%) missing values | Missing |
위도 has 75 (2.4%) missing values | Missing |
표고 has 1535 (49.4%) missing values | Missing |
설치일자 has 128 (4.1%) missing values | Missing |
케이싱높이 has 591 (19.0%) missing values | Missing |
설치심도 has 577 (18.6%) missing values | Missing |
굴착구경 has 331 (10.7%) missing values | Missing |
지하수상세용도코드 has 83 (2.7%) missing values | Missing |
관정번호 has unique values | Unique |
표고 has 128 (4.1%) zeros | Zeros |
케이싱높이 has 1713 (55.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 23:56:49.818961 |
---|---|
Analysis finished | 2023-12-11 23:56:56.682431 |
Duration | 6.86 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
관정번호
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 3105 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 752411.85 |
Minimum | 718298 |
---|---|
Maximum | 777828 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 27.4 KiB |
Quantile statistics
Minimum | 718298 |
---|---|
5-th percentile | 735563.2 |
Q1 | 751853 |
median | 752630 |
Q3 | 753406 |
95-th percentile | 770130.8 |
Maximum | 777828 |
Range | 59530 |
Interquartile range (IQR) | 1553 |
Descriptive statistics
Standard deviation | 8398.8707 |
---|---|
Coefficient of variation (CV) | 0.011162598 |
Kurtosis | 4.7603585 |
Mean | 752411.85 |
Median Absolute Deviation (MAD) | 777 |
Skewness | -0.87303691 |
Sum | 2.3362388 × 109 |
Variance | 70541030 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
753955 | 1 | < 0.1% |
751474 | 1 | < 0.1% |
752811 | 1 | < 0.1% |
753174 | 1 | < 0.1% |
752413 | 1 | < 0.1% |
752021 | 1 | < 0.1% |
753716 | 1 | < 0.1% |
753717 | 1 | < 0.1% |
753658 | 1 | < 0.1% |
753028 | 1 | < 0.1% |
Other values (3095) | 3095 |
Value | Count | Frequency (%) |
718298 | 1 | |
718355 | 1 | |
718368 | 1 | |
718397 | 1 | |
718405 | 1 | |
718429 | 1 | |
718430 | 1 | |
718433 | 1 | |
718435 | 1 | |
718446 | 1 |
Value | Count | Frequency (%) |
777828 | 1 | |
771729 | 1 | |
771072 | 1 | |
771071 | 1 | |
771070 | 1 | |
771069 | 1 | |
771068 | 1 | |
771067 | 1 | |
771066 | 1 | |
771065 | 1 |
관측소명
Text
Distinct | 2938 |
---|---|
Distinct (%) | 94.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 24.4 KiB |
Value | Count | Frequency (%) |
보조지하수관측정 | 44 | 1.2% |
관측소 | 35 | 0.9% |
관측정 | 29 | 0.8% |
북구 | 22 | 0.6% |
0001 | 22 | 0.6% |
마을상수도 | 22 | 0.6% |
보조지하수 | 14 | 0.4% |
진안 | 10 | 0.3% |
한림 | 10 | 0.3% |
생림 | 9 | 0.2% |
Other values (3165) | 3606 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 1984 | 9.8% |
1 | 895 | 4.4% |
- | 877 | 4.3% |
718 | 3.5% | |
2 | 573 | 2.8% |
J | 430 | 2.1% |
기 | 373 | 1.8% |
3 | 354 | 1.7% |
호 | 351 | 1.7% |
동 | 335 | 1.7% |
Other values (506) | 13378 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 12258 | |
Decimal Number | 5065 | |
Uppercase Letter | 1071 | 5.3% |
Dash Punctuation | 877 | 4.3% |
Space Separator | 718 | 3.5% |
Close Punctuation | 105 | 0.5% |
Open Punctuation | 104 | 0.5% |
Lowercase Letter | 41 | 0.2% |
Connector Punctuation | 20 | 0.1% |
Other Punctuation | 6 | < 0.1% |
Other values (2) | 3 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
기 | 373 | 3.0% |
호 | 351 | 2.9% |
동 | 335 | 2.7% |
원 | 333 | 2.7% |
산 | 295 | 2.4% |
수 | 279 | 2.3% |
공 | 223 | 1.8% |
리 | 216 | 1.8% |
정 | 199 | 1.6% |
구 | 197 | 1.6% |
Other values (447) | 9457 |
Uppercase Letter
Value | Count | Frequency (%) |
J | 430 | |
D | 124 | 11.6% |
M | 82 | 7.7% |
R | 81 | 7.6% |
W | 78 | 7.3% |
Q | 45 | 4.2% |
P | 43 | 4.0% |
G | 38 | 3.5% |
C | 28 | 2.6% |
H | 28 | 2.6% |
Other values (10) | 94 | 8.8% |
Lowercase Letter
Value | Count | Frequency (%) |
d | 4 | 9.8% |
c | 4 | 9.8% |
b | 4 | 9.8% |
e | 3 | 7.3% |
a | 3 | 7.3% |
l | 2 | 4.9% |
k | 2 | 4.9% |
g | 2 | 4.9% |
f | 2 | 4.9% |
j | 2 | 4.9% |
Other values (10) | 13 |
Decimal Number
Value | Count | Frequency (%) |
0 | 1984 | |
1 | 895 | |
2 | 573 | 11.3% |
3 | 354 | 7.0% |
4 | 277 | 5.5% |
5 | 234 | 4.6% |
6 | 223 | 4.4% |
7 | 193 | 3.8% |
8 | 175 | 3.5% |
9 | 157 | 3.1% |
Other Punctuation
Value | Count | Frequency (%) |
. | 5 | |
, | 1 | 16.7% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 877 |
Space Separator
Value | Count | Frequency (%) |
718 |
Close Punctuation
Value | Count | Frequency (%) |
) | 105 |
Open Punctuation
Value | Count | Frequency (%) |
( | 104 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 20 |
Other Symbol
Value | Count | Frequency (%) |
㈜ | 2 |
Letter Number
Value | Count | Frequency (%) |
Ⅱ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 12260 | |
Common | 6895 | |
Latin | 1113 | 5.5% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
기 | 373 | 3.0% |
호 | 351 | 2.9% |
동 | 335 | 2.7% |
원 | 333 | 2.7% |
산 | 295 | 2.4% |
수 | 279 | 2.3% |
공 | 223 | 1.8% |
리 | 216 | 1.8% |
정 | 199 | 1.6% |
구 | 197 | 1.6% |
Other values (448) | 9459 |
Latin
Value | Count | Frequency (%) |
J | 430 | |
D | 124 | 11.1% |
M | 82 | 7.4% |
R | 81 | 7.3% |
W | 78 | 7.0% |
Q | 45 | 4.0% |
P | 43 | 3.9% |
G | 38 | 3.4% |
C | 28 | 2.5% |
H | 28 | 2.5% |
Other values (31) | 136 | 12.2% |
Common
Value | Count | Frequency (%) |
0 | 1984 | |
1 | 895 | |
- | 877 | |
718 | 10.4% | |
2 | 573 | 8.3% |
3 | 354 | 5.1% |
4 | 277 | 4.0% |
5 | 234 | 3.4% |
6 | 223 | 3.2% |
7 | 193 | 2.8% |
Other values (7) | 567 | 8.2% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 12258 | |
ASCII | 8007 | |
None | 2 | < 0.1% |
Number Forms | 1 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 1984 | |
1 | 895 | |
- | 877 | |
718 | 9.0% | |
2 | 573 | 7.2% |
J | 430 | 5.4% |
3 | 354 | 4.4% |
4 | 277 | 3.5% |
5 | 234 | 2.9% |
6 | 223 | 2.8% |
Other values (47) | 1442 |
Hangul
Value | Count | Frequency (%) |
기 | 373 | 3.0% |
호 | 351 | 2.9% |
동 | 335 | 2.7% |
원 | 333 | 2.7% |
산 | 295 | 2.4% |
수 | 279 | 2.3% |
공 | 223 | 1.8% |
리 | 216 | 1.8% |
정 | 199 | 1.6% |
구 | 197 | 1.6% |
Other values (447) | 9457 |
None
Value | Count | Frequency (%) |
㈜ | 2 |
Number Forms
Value | Count | Frequency (%) |
Ⅱ | 1 |
관측소코드
Text
Distinct | 3104 |
---|---|
Distinct (%) | > 99.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 24.4 KiB |
Length
Max length | 17 |
---|---|
Median length | 14 |
Mean length | 13.712399 |
Min length | 5 |
Characters and Unicode
Total characters | 42577 |
---|---|
Distinct characters | 37 |
Distinct categories | 7 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 3103 ? |
---|---|
Unique (%) | 99.9% |
Sample
1st row | JB-JSU-G1-0010 |
---|---|
2nd row | SJ-SJN-G1-0018 |
3rd row | JB-GUV-G1-0008 |
4th row | JB-SNC-G1-0033 |
5th row | JB-WAN-G1-0015 |
Value | Count | Frequency (%) |
de-sog-g1-0016 | 2 | 0.1% |
su-gdg-g1-0006 | 1 | < 0.1% |
cb-cjj-g1-0009 | 1 | < 0.1% |
gn-sac-g1-0030 | 1 | < 0.1% |
cb-ydn-g1-0013 | 1 | < 0.1% |
cb-cjj-g1-0013 | 1 | < 0.1% |
cb-ums-g1-0016 | 1 | < 0.1% |
su-sbk-g1-0002 | 1 | < 0.1% |
gn-yas-g1-0009 | 1 | < 0.1% |
cn-can-g1-0053 | 1 | < 0.1% |
Other values (3094) | 3094 |
Most occurring characters
Value | Count | Frequency (%) |
- | 8650 | |
0 | 7802 | |
G | 5159 | |
1 | 4395 | |
N | 2031 | 4.8% |
J | 1661 | 3.9% |
C | 1532 | 3.6% |
S | 1458 | 3.4% |
B | 1038 | 2.4% |
2 | 982 | 2.3% |
Other values (27) | 7869 |
Most occurring categories
Value | Count | Frequency (%) |
Uppercase Letter | 17487 | |
Decimal Number | 16427 | |
Dash Punctuation | 8650 | |
Lowercase Letter | 10 | < 0.1% |
Open Punctuation | 1 | < 0.1% |
Other Letter | 1 | < 0.1% |
Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
Value | Count | Frequency (%) |
G | 5159 | |
N | 2031 | 11.6% |
J | 1661 | 9.5% |
C | 1532 | 8.8% |
S | 1458 | 8.3% |
B | 1038 | 5.9% |
U | 756 | 4.3% |
D | 585 | 3.3% |
W | 547 | 3.1% |
A | 437 | 2.5% |
Other values (12) | 2283 |
Decimal Number
Value | Count | Frequency (%) |
0 | 7802 | |
1 | 4395 | |
2 | 982 | 6.0% |
3 | 643 | 3.9% |
4 | 554 | 3.4% |
5 | 452 | 2.8% |
9 | 427 | 2.6% |
6 | 401 | 2.4% |
7 | 388 | 2.4% |
8 | 383 | 2.3% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 8650 |
Lowercase Letter
Value | Count | Frequency (%) |
w | 10 |
Open Punctuation
Value | Count | Frequency (%) |
( | 1 |
Other Letter
Value | Count | Frequency (%) |
구 | 1 |
Close Punctuation
Value | Count | Frequency (%) |
) | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 25079 | |
Latin | 17497 | |
Hangul | 1 | < 0.1% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
G | 5159 | |
N | 2031 | 11.6% |
J | 1661 | 9.5% |
C | 1532 | 8.8% |
S | 1458 | 8.3% |
B | 1038 | 5.9% |
U | 756 | 4.3% |
D | 585 | 3.3% |
W | 547 | 3.1% |
A | 437 | 2.5% |
Other values (13) | 2293 |
Common
Value | Count | Frequency (%) |
- | 8650 | |
0 | 7802 | |
1 | 4395 | |
2 | 982 | 3.9% |
3 | 643 | 2.6% |
4 | 554 | 2.2% |
5 | 452 | 1.8% |
9 | 427 | 1.7% |
6 | 401 | 1.6% |
7 | 388 | 1.5% |
Other values (3) | 385 | 1.5% |
Hangul
Value | Count | Frequency (%) |
구 | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 42576 | |
Hangul | 1 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
- | 8650 | |
0 | 7802 | |
G | 5159 | |
1 | 4395 | |
N | 2031 | 4.8% |
J | 1661 | 3.9% |
C | 1532 | 3.6% |
S | 1458 | 3.4% |
B | 1038 | 2.4% |
2 | 982 | 2.3% |
Other values (26) | 7868 |
Hangul
Value | Count | Frequency (%) |
구 | 1 |
허가신고번호
Text
MISSING
 
Distinct | 1831 |
---|---|
Distinct (%) | 86.8% |
Missing | 995 |
Missing (%) | 32.0% |
Memory size | 24.4 KiB |
Length
Max length | 14 |
---|---|
Median length | 10 |
Mean length | 9.6 |
Min length | 1 |
Characters and Unicode
Total characters | 20256 |
---|---|
Distinct characters | 47 |
Distinct categories | 7 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 1663 ? |
---|---|
Unique (%) | 78.8% |
Sample
1st row | 1200900007 |
---|---|
2nd row | 2201101721 |
3rd row | 2201200103 |
4th row | 1199800005 |
5th row | 2201800001 |
Value | Count | Frequency (%) |
35 | 1.7% | |
등록번호없음 | 18 | 0.9% |
4201300008 | 11 | 0.5% |
4201200020 | 9 | 0.4% |
2199800001 | 7 | 0.3% |
4201000009 | 7 | 0.3% |
1200800001 | 5 | 0.2% |
2200900004 | 5 | 0.2% |
4201700109 | 5 | 0.2% |
2201100004 | 4 | 0.2% |
Other values (1822) | 2005 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 8370 | |
2 | 3572 | |
1 | 2917 | 14.4% |
9 | 1359 | 6.7% |
4 | 704 | 3.5% |
3 | 654 | 3.2% |
8 | 540 | 2.7% |
7 | 540 | 2.7% |
6 | 532 | 2.6% |
5 | 511 | 2.5% |
Other values (37) | 557 | 2.7% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 19699 | |
Other Letter | 284 | 1.4% |
Uppercase Letter | 157 | 0.8% |
Dash Punctuation | 106 | 0.5% |
Lowercase Letter | 8 | < 0.1% |
Space Separator | 1 | < 0.1% |
Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
산 | 52 | |
호 | 48 | |
양 | 30 | |
괴 | 22 | |
기 | 22 | |
등 | 19 | 6.7% |
록 | 19 | 6.7% |
음 | 18 | 6.3% |
없 | 18 | 6.3% |
번 | 18 | 6.3% |
Other values (11) | 18 | 6.3% |
Decimal Number
Value | Count | Frequency (%) |
0 | 8370 | |
2 | 3572 | |
1 | 2917 | 14.8% |
9 | 1359 | 6.9% |
4 | 704 | 3.6% |
3 | 654 | 3.3% |
8 | 540 | 2.7% |
7 | 540 | 2.7% |
6 | 532 | 2.7% |
5 | 511 | 2.6% |
Lowercase Letter
Value | Count | Frequency (%) |
e | 2 | |
p | 1 | |
b | 1 | |
g | 1 | |
u | 1 | |
a | 1 | |
k | 1 |
Uppercase Letter
Value | Count | Frequency (%) |
W | 111 | |
D | 29 | 18.5% |
Y | 14 | 8.9% |
S | 1 | 0.6% |
F | 1 | 0.6% |
A | 1 | 0.6% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 106 |
Space Separator
Value | Count | Frequency (%) |
1 |
Other Punctuation
Value | Count | Frequency (%) |
. | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 19807 | |
Hangul | 284 | 1.4% |
Latin | 165 | 0.8% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
산 | 52 | |
호 | 48 | |
양 | 30 | |
괴 | 22 | |
기 | 22 | |
등 | 19 | 6.7% |
록 | 19 | 6.7% |
음 | 18 | 6.3% |
없 | 18 | 6.3% |
번 | 18 | 6.3% |
Other values (11) | 18 | 6.3% |
Common
Value | Count | Frequency (%) |
0 | 8370 | |
2 | 3572 | |
1 | 2917 | 14.7% |
9 | 1359 | 6.9% |
4 | 704 | 3.6% |
3 | 654 | 3.3% |
8 | 540 | 2.7% |
7 | 540 | 2.7% |
6 | 532 | 2.7% |
5 | 511 | 2.6% |
Other values (3) | 108 | 0.5% |
Latin
Value | Count | Frequency (%) |
W | 111 | |
D | 29 | 17.6% |
Y | 14 | 8.5% |
e | 2 | 1.2% |
p | 1 | 0.6% |
S | 1 | 0.6% |
b | 1 | 0.6% |
F | 1 | 0.6% |
g | 1 | 0.6% |
u | 1 | 0.6% |
Other values (3) | 3 | 1.8% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 19972 | |
Hangul | 284 | 1.4% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 8370 | |
2 | 3572 | |
1 | 2917 | 14.6% |
9 | 1359 | 6.8% |
4 | 704 | 3.5% |
3 | 654 | 3.3% |
8 | 540 | 2.7% |
7 | 540 | 2.7% |
6 | 532 | 2.7% |
5 | 511 | 2.6% |
Other values (16) | 273 | 1.4% |
Hangul
Value | Count | Frequency (%) |
산 | 52 | |
호 | 48 | |
양 | 30 | |
괴 | 22 | |
기 | 22 | |
등 | 19 | 6.7% |
록 | 19 | 6.7% |
음 | 18 | 6.3% |
없 | 18 | 6.3% |
번 | 18 | 6.3% |
Other values (11) | 18 | 6.3% |
주소
Text
Distinct | 2954 |
---|---|
Distinct (%) | 95.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 24.4 KiB |
Length
Max length | 31 |
---|---|
Median length | 27 |
Mean length | 20.940741 |
Min length | 7 |
Characters and Unicode
Total characters | 65021 |
---|---|
Distinct characters | 328 |
Distinct categories | 6 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 2839 ? |
---|---|
Unique (%) | 91.4% |
Sample
1st row | 전라북도 장수군 장수읍 대성리 709 |
---|---|
2nd row | 세종특별자치시 세종시 연동면 응암리 917 |
3rd row | 전라북도 군산시 대야면 산월리 982 |
4th row | 전라북도 순창군 구림면 월정리 산158-1 |
5th row | 전라북도 완주군 동상면 사봉리 431-3 |
Value | Count | Frequency (%) |
경상남도 | 693 | 4.8% |
충청북도 | 414 | 2.8% |
제주특별자치도 | 376 | 2.6% |
서울특별시 | 265 | 1.8% |
전라북도 | 262 | 1.8% |
충청남도 | 254 | 1.7% |
부산광역시 | 236 | 1.6% |
제주시 | 211 | 1.5% |
경기도 | 206 | 1.4% |
창원시 | 196 | 1.3% |
Other values (5011) | 11422 |
Most occurring characters
Value | Count | Frequency (%) |
12778 | 19.7% | |
시 | 2573 | 4.0% |
도 | 2397 | 3.7% |
1 | 2300 | 3.5% |
리 | 1785 | 2.7% |
동 | 1762 | 2.7% |
- | 1708 | 2.6% |
2 | 1477 | 2.3% |
남 | 1399 | 2.2% |
구 | 1312 | 2.0% |
Other values (318) | 35530 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 39042 | |
Space Separator | 12778 | 19.7% |
Decimal Number | 11489 | 17.7% |
Dash Punctuation | 1708 | 2.6% |
Open Punctuation | 2 | < 0.1% |
Close Punctuation | 2 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
시 | 2573 | 6.6% |
도 | 2397 | 6.1% |
리 | 1785 | 4.6% |
동 | 1762 | 4.5% |
남 | 1399 | 3.6% |
구 | 1312 | 3.4% |
면 | 1261 | 3.2% |
주 | 1029 | 2.6% |
산 | 993 | 2.5% |
경 | 947 | 2.4% |
Other values (304) | 23584 |
Decimal Number
Value | Count | Frequency (%) |
1 | 2300 | |
2 | 1477 | |
3 | 1225 | |
4 | 1184 | |
5 | 1074 | |
6 | 967 | |
7 | 886 | 7.7% |
8 | 860 | 7.5% |
9 | 776 | 6.8% |
0 | 740 | 6.4% |
Space Separator
Value | Count | Frequency (%) |
12778 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1708 |
Open Punctuation
Value | Count | Frequency (%) |
( | 2 |
Close Punctuation
Value | Count | Frequency (%) |
) | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 39042 | |
Common | 25979 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
시 | 2573 | 6.6% |
도 | 2397 | 6.1% |
리 | 1785 | 4.6% |
동 | 1762 | 4.5% |
남 | 1399 | 3.6% |
구 | 1312 | 3.4% |
면 | 1261 | 3.2% |
주 | 1029 | 2.6% |
산 | 993 | 2.5% |
경 | 947 | 2.4% |
Other values (304) | 23584 |
Common
Value | Count | Frequency (%) |
12778 | ||
1 | 2300 | 8.9% |
- | 1708 | 6.6% |
2 | 1477 | 5.7% |
3 | 1225 | 4.7% |
4 | 1184 | 4.6% |
5 | 1074 | 4.1% |
6 | 967 | 3.7% |
7 | 886 | 3.4% |
8 | 860 | 3.3% |
Other values (4) | 1520 | 5.9% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 39042 | |
ASCII | 25979 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
12778 | ||
1 | 2300 | 8.9% |
- | 1708 | 6.6% |
2 | 1477 | 5.7% |
3 | 1225 | 4.7% |
4 | 1184 | 4.6% |
5 | 1074 | 4.1% |
6 | 967 | 3.7% |
7 | 886 | 3.4% |
8 | 860 | 3.3% |
Other values (4) | 1520 | 5.9% |
Hangul
Value | Count | Frequency (%) |
시 | 2573 | 6.6% |
도 | 2397 | 6.1% |
리 | 1785 | 4.6% |
동 | 1762 | 4.5% |
남 | 1399 | 3.6% |
구 | 1312 | 3.4% |
면 | 1261 | 3.2% |
주 | 1029 | 2.6% |
산 | 993 | 2.5% |
경 | 947 | 2.4% |
Other values (304) | 23584 |
경도
Text
MISSING
 
Distinct | 2881 |
---|---|
Distinct (%) | 95.1% |
Missing | 75 |
Missing (%) | 2.4% |
Memory size | 24.4 KiB |
Length
Max length | 14 |
---|---|
Median length | 13 |
Mean length | 10.311881 |
Min length | 1 |
Characters and Unicode
Total characters | 31245 |
---|---|
Distinct characters | 13 |
Distinct categories | 4 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 2742 ? |
---|---|
Unique (%) | 90.5% |
Sample
1st row | 36 42 14.8 |
---|---|
2nd row | 35 57 6.85 |
3rd row | 35 26 7.01 |
4th row | 35 53 5.15 |
5th row | 36 3 9.8 |
Value | Count | Frequency (%) |
35 | 1172 | 13.0% |
36 | 694 | 7.7% |
37 | 655 | 7.3% |
33 | 371 | 4.1% |
34 | 179 | 2.0% |
15 | 107 | 1.2% |
30 | 91 | 1.0% |
31 | 87 | 1.0% |
14 | 86 | 1.0% |
16 | 85 | 0.9% |
Other values (2159) | 5455 |
Most occurring characters
Value | Count | Frequency (%) |
5952 | ||
3 | 5352 | |
5 | 3269 | |
. | 2646 | |
1 | 2574 | |
2 | 2365 | 7.6% |
4 | 2153 | 6.9% |
6 | 1860 | 6.0% |
7 | 1851 | 5.9% |
8 | 1211 | 3.9% |
Other values (3) | 2012 | 6.4% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 22646 | |
Space Separator | 5952 | 19.0% |
Other Punctuation | 2646 | 8.5% |
Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
3 | 5352 | |
5 | 3269 | |
1 | 2574 | |
2 | 2365 | |
4 | 2153 | |
6 | 1860 | 8.2% |
7 | 1851 | 8.2% |
8 | 1211 | 5.3% |
9 | 1106 | 4.9% |
0 | 905 | 4.0% |
Space Separator
Value | Count | Frequency (%) |
5952 |
Other Punctuation
Value | Count | Frequency (%) |
. | 2646 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 31245 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
5952 | ||
3 | 5352 | |
5 | 3269 | |
. | 2646 | |
1 | 2574 | |
2 | 2365 | 7.6% |
4 | 2153 | 6.9% |
6 | 1860 | 6.0% |
7 | 1851 | 5.9% |
8 | 1211 | 3.9% |
Other values (3) | 2012 | 6.4% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 31245 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
5952 | ||
3 | 5352 | |
5 | 3269 | |
. | 2646 | |
1 | 2574 | |
2 | 2365 | 7.6% |
4 | 2153 | 6.9% |
6 | 1860 | 6.0% |
7 | 1851 | 5.9% |
8 | 1211 | 3.9% |
Other values (3) | 2012 | 6.4% |
위도
Text
MISSING
 
Distinct | 2883 |
---|---|
Distinct (%) | 95.1% |
Missing | 75 |
Missing (%) | 2.4% |
Memory size | 24.4 KiB |
Length
Max length | 15 |
---|---|
Median length | 14 |
Mean length | 11.147525 |
Min length | 1 |
Characters and Unicode
Total characters | 33777 |
---|---|
Distinct characters | 13 |
Distinct categories | 3 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 2746 ? |
---|---|
Unique (%) | 90.6% |
Sample
1st row | 127 12 51.2 |
---|---|
2nd row | 126 48 59.39 |
3rd row | 127 2 52.1 |
4th row | 127 18 44.92 |
5th row | 127 6 32.4 |
Value | Count | Frequency (%) |
127 | 1001 | 11.1% |
128 | 790 | 8.8% |
126 | 772 | 8.6% |
129 | 266 | 3.0% |
35 | 156 | 1.7% |
36 | 84 | 0.9% |
1 | 80 | 0.9% |
40 | 77 | 0.9% |
37 | 77 | 0.9% |
41 | 74 | 0.8% |
Other values (2189) | 5603 |
Most occurring characters
Value | Count | Frequency (%) |
5951 | ||
1 | 5020 | |
2 | 4981 | |
. | 2663 | |
3 | 2297 | 6.8% |
5 | 2270 | 6.7% |
7 | 2154 | 6.4% |
4 | 2117 | 6.3% |
6 | 2050 | 6.1% |
8 | 1922 | 5.7% |
Other values (3) | 2352 | 7.0% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 25162 | |
Space Separator | 5951 | 17.6% |
Other Punctuation | 2664 | 7.9% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
1 | 5020 | |
2 | 4981 | |
3 | 2297 | |
5 | 2270 | |
7 | 2154 | |
4 | 2117 | |
6 | 2050 | |
8 | 1922 | 7.6% |
9 | 1429 | 5.7% |
0 | 922 | 3.7% |
Other Punctuation
Value | Count | Frequency (%) |
. | 2663 | |
, | 1 | < 0.1% |
Space Separator
Value | Count | Frequency (%) |
5951 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 33777 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
5951 | ||
1 | 5020 | |
2 | 4981 | |
. | 2663 | |
3 | 2297 | 6.8% |
5 | 2270 | 6.7% |
7 | 2154 | 6.4% |
4 | 2117 | 6.3% |
6 | 2050 | 6.1% |
8 | 1922 | 5.7% |
Other values (3) | 2352 | 7.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 33777 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
5951 | ||
1 | 5020 | |
2 | 4981 | |
. | 2663 | |
3 | 2297 | 6.8% |
5 | 2270 | 6.7% |
7 | 2154 | 6.4% |
4 | 2117 | 6.3% |
6 | 2050 | 6.1% |
8 | 1922 | 5.7% |
Other values (3) | 2352 | 7.0% |
표고
Real number (ℝ)
MISSING
  ZEROS
 
Distinct | 902 |
---|---|
Distinct (%) | 57.5% |
Missing | 1535 |
Missing (%) | 49.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 68.403756 |
Minimum | 0 |
---|---|
Maximum | 628 |
Zeros | 128 |
Zeros (%) | 4.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 27.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 16.471 |
median | 40 |
Q3 | 85.0375 |
95-th percentile | 247.3334 |
Maximum | 628 |
Range | 628 |
Interquartile range (IQR) | 68.5665 |
Descriptive statistics
Standard deviation | 86.813457 |
---|---|
Coefficient of variation (CV) | 1.2691329 |
Kurtosis | 11.026988 |
Mean | 68.403756 |
Median Absolute Deviation (MAD) | 28.47 |
Skewness | 2.9135915 |
Sum | 107393.9 |
Variance | 7536.5763 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 128 | 4.1% |
87.31 | 36 | 1.2% |
8.0 | 33 | 1.1% |
10.0 | 16 | 0.5% |
28.0 | 12 | 0.4% |
50.0 | 12 | 0.4% |
23.0 | 12 | 0.4% |
80.0 | 12 | 0.4% |
11.0 | 11 | 0.4% |
150.0 | 10 | 0.3% |
Other values (892) | 1288 | |
(Missing) | 1535 |
Value | Count | Frequency (%) |
0.0 | 128 | |
1.0 | 2 | 0.1% |
2.0 | 5 | 0.2% |
3.0 | 3 | 0.1% |
3.8 | 1 | < 0.1% |
4.0 | 8 | 0.3% |
4.18 | 1 | < 0.1% |
4.86 | 1 | < 0.1% |
5.0 | 4 | 0.1% |
5.53 | 1 | < 0.1% |
Value | Count | Frequency (%) |
628.0 | 1 | |
627.0 | 1 | |
626.86 | 1 | |
615.2 | 1 | |
595.12 | 1 | |
582.0 | 1 | |
565.0 | 1 | |
563.0 | 1 | |
560.0 | 1 | |
545.7 | 1 |
관리기관명
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 22 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 24.4 KiB |
<NA> | |
---|---|
거창군청 | 22 |
동작구청 | 8 |
서초구청 | 6 |
남해군청 | 5 |
Other values (17) | 28 |
Length
Max length | 9 |
---|---|
Median length | 4 |
Mean length | 4.0070853 |
Min length | 3 |
Unique
Unique | 12 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 3036 | |
거창군청 | 22 | 0.7% |
동작구청 | 8 | 0.3% |
서초구청 | 6 | 0.2% |
남해군청 | 5 | 0.2% |
송파구청 | 4 | 0.1% |
울산광역시 울주군 | 4 | 0.1% |
창원시청 | 4 | 0.1% |
동구청 | 2 | 0.1% |
부산진구청 | 2 | 0.1% |
Other values (12) | 12 | 0.4% |
Length
Value | Count | Frequency (%) |
na | 3036 | |
거창군청 | 22 | 0.7% |
동작구청 | 8 | 0.3% |
서초구청 | 6 | 0.2% |
남해군청 | 5 | 0.2% |
울주군 | 4 | 0.1% |
창원시청 | 4 | 0.1% |
울산광역시 | 4 | 0.1% |
송파구청 | 4 | 0.1% |
동구청 | 2 | 0.1% |
Other values (14) | 15 | 0.5% |
설치일자
Text
MISSING
 
Distinct | 1071 |
---|---|
Distinct (%) | 36.0% |
Missing | 128 |
Missing (%) | 4.1% |
Memory size | 24.4 KiB |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Characters and Unicode
Total characters | 29770 |
---|---|
Distinct characters | 11 |
Distinct categories | 2 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 524 ? |
---|---|
Unique (%) | 17.6% |
Sample
1st row | 2020-12-22 |
---|---|
2nd row | 2021-04-14 |
3rd row | 2021-04-14 |
4th row | 2021-05-11 |
5th row | 2021-05-12 |
Value | Count | Frequency (%) |
2015-04-01 | 40 | 1.3% |
2013-04-30 | 34 | 1.1% |
2016-04-01 | 32 | 1.1% |
1993-08-25 | 32 | 1.1% |
2013-01-01 | 30 | 1.0% |
2014-03-01 | 22 | 0.7% |
2014-08-27 | 20 | 0.7% |
2003-03-06 | 20 | 0.7% |
2004-05-03 | 20 | 0.7% |
2013-05-14 | 18 | 0.6% |
Other values (1061) | 2709 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 7618 | |
- | 5954 | |
1 | 4903 | |
2 | 4659 | |
9 | 1296 | 4.4% |
3 | 1004 | 3.4% |
4 | 926 | 3.1% |
6 | 896 | 3.0% |
5 | 860 | 2.9% |
8 | 854 | 2.9% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 23816 | |
Dash Punctuation | 5954 | 20.0% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 7618 | |
1 | 4903 | |
2 | 4659 | |
9 | 1296 | 5.4% |
3 | 1004 | 4.2% |
4 | 926 | 3.9% |
6 | 896 | 3.8% |
5 | 860 | 3.6% |
8 | 854 | 3.6% |
7 | 800 | 3.4% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 5954 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 29770 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 7618 | |
- | 5954 | |
1 | 4903 | |
2 | 4659 | |
9 | 1296 | 4.4% |
3 | 1004 | 3.4% |
4 | 926 | 3.1% |
6 | 896 | 3.0% |
5 | 860 | 2.9% |
8 | 854 | 2.9% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 29770 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 7618 | |
- | 5954 | |
1 | 4903 | |
2 | 4659 | |
9 | 1296 | 4.4% |
3 | 1004 | 3.4% |
4 | 926 | 3.1% |
6 | 896 | 3.0% |
5 | 860 | 2.9% |
8 | 854 | 2.9% |
관정구분
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 24.4 KiB |
2 | |
---|---|
1 | |
<NA> | |
3 | 8 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.3806763 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 1 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 2210 | |
1 | 493 | 15.9% |
<NA> | 394 | 12.7% |
3 | 8 | 0.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 2210 | |
1 | 493 | 15.9% |
na | 394 | 12.7% |
3 | 8 | 0.3% |
암반충적구분
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 24.4 KiB |
2 | |
---|---|
1 | |
<NA> | |
3 | 8 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.3806763 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 1 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 2210 | |
1 | 493 | 15.9% |
<NA> | 394 | 12.7% |
3 | 8 | 0.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 2210 | |
1 | 493 | 15.9% |
na | 394 | 12.7% |
3 | 8 | 0.3% |
케이싱높이
Real number (ℝ)
HIGH CORRELATION
  MISSING
  ZEROS
 
Distinct | 114 |
---|---|
Distinct (%) | 4.5% |
Missing | 591 |
Missing (%) | 19.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.4568377 |
Minimum | -5 |
---|---|
Maximum | 300 |
Zeros | 1713 |
Zeros (%) | 55.2% |
Negative | 48 |
Negative (%) | 1.5% |
Memory size | 27.4 KiB |
Quantile statistics
Minimum | -5 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 61 |
Maximum | 300 |
Range | 305 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 26.838061 |
---|---|
Coefficient of variation (CV) | 2.837953 |
Kurtosis | 38.397758 |
Mean | 9.4568377 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.1000197 |
Sum | 23774.49 |
Variance | 720.28153 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1713 | |
30.0 | 120 | 3.9% |
1.0 | 101 | 3.3% |
12.0 | 45 | 1.4% |
80.0 | 45 | 1.4% |
3.0 | 31 | 1.0% |
40.0 | 28 | 0.9% |
0.3 | 25 | 0.8% |
50.0 | 24 | 0.8% |
-1.0 | 24 | 0.8% |
Other values (104) | 358 | 11.5% |
(Missing) | 591 | 19.0% |
Value | Count | Frequency (%) |
-5.0 | 1 | < 0.1% |
-3.0 | 2 | 0.1% |
-2.0 | 21 | 0.7% |
-1.0 | 24 | 0.8% |
0.0 | 1713 | |
0.05 | 4 | 0.1% |
0.06 | 1 | < 0.1% |
0.08 | 1 | < 0.1% |
0.09 | 1 | < 0.1% |
0.1 | 11 | 0.4% |
Value | Count | Frequency (%) |
300.0 | 6 | |
168.0 | 1 | < 0.1% |
165.0 | 1 | < 0.1% |
164.0 | 1 | < 0.1% |
159.0 | 1 | < 0.1% |
150.0 | 10 | |
130.0 | 6 | |
120.0 | 4 | 0.1% |
110.0 | 1 | < 0.1% |
107.0 | 1 | < 0.1% |
설치심도
Real number (ℝ)
MISSING
 
Distinct | 233 |
---|---|
Distinct (%) | 9.2% |
Missing | 577 |
Missing (%) | 18.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 113.78972 |
Minimum | 0 |
---|---|
Maximum | 610 |
Zeros | 11 |
Zeros (%) | 0.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 27.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 45.35 |
Q1 | 80 |
median | 100 |
Q3 | 138 |
95-th percentile | 200 |
Maximum | 610 |
Range | 610 |
Interquartile range (IQR) | 58 |
Descriptive statistics
Standard deviation | 56.12833 |
---|---|
Coefficient of variation (CV) | 0.49326362 |
Kurtosis | 13.046199 |
Mean | 113.78972 |
Median Absolute Deviation (MAD) | 20 |
Skewness | 2.5225822 |
Sum | 287660.42 |
Variance | 3150.3895 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
100.0 | 697 | |
80.0 | 338 | |
150.0 | 253 | 8.1% |
120.0 | 145 | 4.7% |
200.0 | 81 | 2.6% |
90.0 | 70 | 2.3% |
70.0 | 66 | 2.1% |
110.0 | 45 | 1.4% |
130.0 | 44 | 1.4% |
180.0 | 38 | 1.2% |
Other values (223) | 751 | |
(Missing) | 577 |
Value | Count | Frequency (%) |
0.0 | 11 | |
1.0 | 1 | < 0.1% |
4.0 | 1 | < 0.1% |
8.0 | 2 | 0.1% |
10.0 | 2 | 0.1% |
10.3 | 1 | < 0.1% |
11.0 | 4 | 0.1% |
11.8 | 2 | 0.1% |
11.9 | 2 | 0.1% |
12.0 | 8 |
Value | Count | Frequency (%) |
610.0 | 1 | < 0.1% |
550.0 | 3 | |
515.0 | 1 | < 0.1% |
500.0 | 1 | < 0.1% |
480.0 | 1 | < 0.1% |
470.0 | 2 | |
450.0 | 1 | < 0.1% |
412.0 | 1 | < 0.1% |
408.0 | 1 | < 0.1% |
400.0 | 2 |
굴착구경
Real number (ℝ)
MISSING
 
Distinct | 29 |
---|---|
Distinct (%) | 1.0% |
Missing | 331 |
Missing (%) | 10.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 197.10418 |
Minimum | 12 |
---|---|
Maximum | 1500 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 27.4 KiB |
Quantile statistics
Minimum | 12 |
---|---|
5-th percentile | 150 |
Q1 | 150 |
median | 200 |
Q3 | 200 |
95-th percentile | 250 |
Maximum | 1500 |
Range | 1488 |
Interquartile range (IQR) | 50 |
Descriptive statistics
Standard deviation | 53.125985 |
---|---|
Coefficient of variation (CV) | 0.26953251 |
Kurtosis | 131.19161 |
Mean | 197.10418 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.5200265 |
Sum | 546767 |
Variance | 2822.3703 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
200 | 1441 | |
150 | 666 | |
250 | 413 | 13.3% |
300 | 86 | 2.8% |
100 | 56 | 1.8% |
350 | 42 | 1.4% |
50 | 11 | 0.4% |
254 | 7 | 0.2% |
80 | 6 | 0.2% |
165 | 5 | 0.2% |
Other values (19) | 41 | 1.3% |
(Missing) | 331 | 10.7% |
Value | Count | Frequency (%) |
12 | 2 | 0.1% |
25 | 3 | 0.1% |
30 | 2 | 0.1% |
32 | 5 | 0.2% |
40 | 4 | 0.1% |
50 | 11 | 0.4% |
65 | 3 | 0.1% |
75 | 5 | 0.2% |
80 | 6 | 0.2% |
100 | 56 |
Value | Count | Frequency (%) |
1500 | 1 | < 0.1% |
520 | 1 | < 0.1% |
350 | 42 | 1.4% |
300 | 86 | 2.8% |
280 | 1 | < 0.1% |
254 | 7 | 0.2% |
250 | 413 | 13.3% |
240 | 1 | < 0.1% |
210 | 1 | < 0.1% |
200 | 1441 |
관측주기내용
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 8 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 24.4 KiB |
자동 | |
---|---|
수동 | |
1시간 간격 | 223 |
반자동 | 117 |
1 | 30 |
Other values (3) | 45 |
Length
Max length | 6 |
---|---|
Median length | 2 |
Mean length | 2.3123994 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 자동 |
---|---|
2nd row | 자동 |
3rd row | 자동 |
4th row | 자동 |
5th row | 자동 |
Common Values
Value | Count | Frequency (%) |
자동 | 2328 | |
수동 | 362 | 11.7% |
1시간 간격 | 223 | 7.2% |
반자동 | 117 | 3.8% |
1 | 30 | 1.0% |
2 | 26 | 0.8% |
<NA> | 12 | 0.4% |
3 | 7 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
자동 | 2328 | |
수동 | 362 | 10.9% |
1시간 | 223 | 6.7% |
간격 | 223 | 6.7% |
반자동 | 117 | 3.5% |
1 | 30 | 0.9% |
2 | 26 | 0.8% |
na | 12 | 0.4% |
3 | 7 | 0.2% |
관측항목명
Text
Distinct | 126 |
---|---|
Distinct (%) | 4.1% |
Missing | 12 |
Missing (%) | 0.4% |
Memory size | 24.4 KiB |
Length
Max length | 34 |
---|---|
Median length | 30 |
Mean length | 15.217588 |
Min length | 2 |
Characters and Unicode
Total characters | 47068 |
---|---|
Distinct characters | 51 |
Distinct categories | 7 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 69 ? |
---|---|
Unique (%) | 2.2% |
Sample
1st row | 수위, 수온, 전기전도도 |
---|---|
2nd row | 수위, 수온, 전기전도도 |
3rd row | 수위, 수온, 전기전도도 |
4th row | 수위, 수온, 전기전도도 |
5th row | 수위, 수온, 전기전도도 |
Value | Count | Frequency (%) |
전기전도도 | 1566 | |
수위 | 1484 | |
수온 | 1319 | |
수위,수온,전기전도도 | 692 | |
수위,수온,전기전도도(3항목 | 284 | 4.0% |
수질검사 | 276 | 3.9% |
온도 | 223 | 3.1% |
지하수위 | 154 | 2.2% |
항목 | 133 | 1.9% |
19개 | 130 | 1.8% |
Other values (115) | 835 |
Most occurring characters
Value | Count | Frequency (%) |
, | 7142 | |
수 | 6748 | |
도 | 6491 | |
전 | 6117 | |
4003 | ||
온 | 3305 | |
위 | 3081 | |
기 | 2882 | |
항 | 698 | 1.5% |
목 | 698 | 1.5% |
Other values (41) | 5903 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 33639 | |
Other Punctuation | 7200 | 15.3% |
Space Separator | 4003 | 8.5% |
Decimal Number | 1032 | 2.2% |
Close Punctuation | 565 | 1.2% |
Open Punctuation | 565 | 1.2% |
Uppercase Letter | 64 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
수 | 6748 | |
도 | 6491 | |
전 | 6117 | |
온 | 3305 | |
위 | 3081 | |
기 | 2882 | |
항 | 698 | 2.1% |
목 | 698 | 2.1% |
사 | 476 | 1.4% |
검 | 476 | 1.4% |
Other values (21) | 2667 | 7.9% |
Decimal Number
Value | Count | Frequency (%) |
3 | 333 | |
1 | 239 | |
9 | 223 | |
5 | 133 | 12.9% |
4 | 44 | 4.3% |
2 | 19 | 1.8% |
6 | 12 | 1.2% |
7 | 10 | 1.0% |
8 | 10 | 1.0% |
0 | 9 | 0.9% |
Uppercase Letter
Value | Count | Frequency (%) |
C | 23 | |
E | 23 | |
P | 9 | 14.1% |
H | 9 | 14.1% |
Other Punctuation
Value | Count | Frequency (%) |
, | 7142 | |
. | 57 | 0.8% |
\ | 1 | < 0.1% |
Space Separator
Value | Count | Frequency (%) |
4003 |
Close Punctuation
Value | Count | Frequency (%) |
) | 565 |
Open Punctuation
Value | Count | Frequency (%) |
( | 565 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 33639 | |
Common | 13365 | 28.4% |
Latin | 64 | 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
수 | 6748 | |
도 | 6491 | |
전 | 6117 | |
온 | 3305 | |
위 | 3081 | |
기 | 2882 | |
항 | 698 | 2.1% |
목 | 698 | 2.1% |
사 | 476 | 1.4% |
검 | 476 | 1.4% |
Other values (21) | 2667 | 7.9% |
Common
Value | Count | Frequency (%) |
, | 7142 | |
4003 | ||
) | 565 | 4.2% |
( | 565 | 4.2% |
3 | 333 | 2.5% |
1 | 239 | 1.8% |
9 | 223 | 1.7% |
5 | 133 | 1.0% |
. | 57 | 0.4% |
4 | 44 | 0.3% |
Other values (6) | 61 | 0.5% |
Latin
Value | Count | Frequency (%) |
C | 23 | |
E | 23 | |
P | 9 | 14.1% |
H | 9 | 14.1% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 33639 | |
ASCII | 13429 | 28.5% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
, | 7142 | |
4003 | ||
) | 565 | 4.2% |
( | 565 | 4.2% |
3 | 333 | 2.5% |
1 | 239 | 1.8% |
9 | 223 | 1.7% |
5 | 133 | 1.0% |
. | 57 | 0.4% |
4 | 44 | 0.3% |
Other values (10) | 125 | 0.9% |
Hangul
Value | Count | Frequency (%) |
수 | 6748 | |
도 | 6491 | |
전 | 6117 | |
온 | 3305 | |
위 | 3081 | |
기 | 2882 | |
항 | 698 | 2.1% |
목 | 698 | 2.1% |
사 | 476 | 1.4% |
검 | 476 | 1.4% |
Other values (21) | 2667 | 7.9% |
지하수상세용도코드
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 25 |
---|---|
Distinct (%) | 0.8% |
Missing | 83 |
Missing (%) | 2.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31.256453 |
Minimum | 10 |
---|---|
Maximum | 51 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 27.4 KiB |
Quantile statistics
Minimum | 10 |
---|---|
5-th percentile | 12 |
Q1 | 14 |
median | 32 |
Q3 | 51 |
95-th percentile | 51 |
Maximum | 51 |
Range | 41 |
Interquartile range (IQR) | 37 |
Descriptive statistics
Standard deviation | 16.009227 |
---|---|
Coefficient of variation (CV) | 0.5121895 |
Kurtosis | -1.6800949 |
Mean | 31.256453 |
Median Absolute Deviation (MAD) | 18 |
Skewness | 0.035026752 |
Sum | 94457 |
Variance | 256.29535 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
51 | 876 | |
14 | 539 | |
40 | 300 | 9.7% |
12 | 299 | 9.6% |
32 | 231 | 7.4% |
31 | 171 | 5.5% |
17 | 160 | 5.2% |
44 | 101 | 3.3% |
19 | 78 | 2.5% |
11 | 54 | 1.7% |
Other values (15) | 213 | 6.9% |
(Missing) | 83 | 2.7% |
Value | Count | Frequency (%) |
10 | 40 | 1.3% |
11 | 54 | 1.7% |
12 | 299 | |
13 | 50 | 1.6% |
14 | 539 | |
16 | 50 | 1.6% |
17 | 160 | 5.2% |
18 | 2 | 0.1% |
19 | 78 | 2.5% |
23 | 1 | < 0.1% |
Value | Count | Frequency (%) |
51 | 876 | |
47 | 3 | 0.1% |
46 | 1 | < 0.1% |
45 | 34 | 1.1% |
44 | 101 | 3.3% |
43 | 7 | 0.2% |
42 | 1 | < 0.1% |
40 | 300 | 9.7% |
36 | 1 | < 0.1% |
34 | 1 | < 0.1% |
음용여부
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 24.4 KiB |
2 | |
---|---|
0 | |
1 | |
<NA> | 56 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.0541063 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
2 | 1595 | |
0 | 855 | |
1 | 599 | 19.3% |
<NA> | 56 | 1.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 1595 | |
0 | 855 | |
1 | 599 | 19.3% |
na | 56 | 1.8% |
관정번호 | 표고 | 관리기관명 | 관정구분 | 암반충적구분 | 케이싱높이 | 설치심도 | 굴착구경 | 관측주기내용 | 지하수상세용도코드 | 음용여부 | |
---|---|---|---|---|---|---|---|---|---|---|---|
관정번호 | 1.000 | 0.000 | 0.845 | 0.459 | 0.459 | 0.189 | 0.168 | 0.084 | 0.786 | 0.735 | 0.334 |
표고 | 0.000 | 1.000 | 0.000 | 0.059 | 0.059 | 0.123 | 0.747 | 0.108 | 0.143 | 0.259 | 0.202 |
관리기관명 | 0.845 | 0.000 | 1.000 | 0.913 | 0.913 | 0.952 | 0.606 | 0.589 | 0.957 | 0.962 | 0.868 |
관정구분 | 0.459 | 0.059 | 0.913 | 1.000 | 1.000 | 0.147 | 0.259 | 0.078 | 0.229 | 0.267 | 0.260 |
암반충적구분 | 0.459 | 0.059 | 0.913 | 1.000 | 1.000 | 0.147 | 0.259 | 0.078 | 0.229 | 0.267 | 0.260 |
케이싱높이 | 0.189 | 0.123 | 0.952 | 0.147 | 0.147 | 1.000 | 0.126 | 0.113 | 0.270 | 0.164 | 0.256 |
설치심도 | 0.168 | 0.747 | 0.606 | 0.259 | 0.259 | 0.126 | 1.000 | 0.204 | 0.082 | 0.264 | 0.241 |
굴착구경 | 0.084 | 0.108 | 0.589 | 0.078 | 0.078 | 0.113 | 0.204 | 1.000 | 0.177 | 0.319 | 0.148 |
관측주기내용 | 0.786 | 0.143 | 0.957 | 0.229 | 0.229 | 0.270 | 0.082 | 0.177 | 1.000 | 0.595 | 0.444 |
지하수상세용도코드 | 0.735 | 0.259 | 0.962 | 0.267 | 0.267 | 0.164 | 0.264 | 0.319 | 0.595 | 1.000 | 0.681 |
음용여부 | 0.334 | 0.202 | 0.868 | 0.260 | 0.260 | 0.256 | 0.241 | 0.148 | 0.444 | 0.681 | 1.000 |
암반충적구분 | 관정구분 | 음용여부 | 관측주기내용 | 관리기관명 | |
---|---|---|---|---|---|
암반충적구분 | 1.000 | 1.000 | 0.084 | 0.097 | 0.751 |
관정구분 | 1.000 | 1.000 | 0.084 | 0.097 | 0.751 |
음용여부 | 0.084 | 0.084 | 1.000 | 0.334 | 0.533 |
관측주기내용 | 0.097 | 0.097 | 0.334 | 1.000 | 0.741 |
관리기관명 | 0.751 | 0.751 | 0.533 | 0.741 | 1.000 |
관정번호 | 표고 | 케이싱높이 | 설치심도 | 굴착구경 | 지하수상세용도코드 | 관리기관명 | 관정구분 | 암반충적구분 | 관측주기내용 | 음용여부 | |
---|---|---|---|---|---|---|---|---|---|---|---|
관정번호 | 1.000 | 0.130 | 0.027 | -0.072 | 0.084 | 0.119 | 0.588 | 0.213 | 0.213 | 0.616 | 0.268 |
표고 | 0.130 | 1.000 | 0.112 | 0.177 | 0.099 | 0.119 | 0.000 | 0.035 | 0.035 | 0.075 | 0.122 |
케이싱높이 | 0.027 | 0.112 | 1.000 | -0.136 | -0.038 | 0.075 | 0.630 | 0.098 | 0.098 | 0.163 | 0.178 |
설치심도 | -0.072 | 0.177 | -0.136 | 1.000 | 0.089 | -0.176 | 0.297 | 0.197 | 0.197 | 0.043 | 0.147 |
굴착구경 | 0.084 | 0.099 | -0.038 | 0.089 | 1.000 | -0.054 | 0.278 | 0.058 | 0.058 | 0.120 | 0.111 |
지하수상세용도코드 | 0.119 | 0.119 | 0.075 | -0.176 | -0.054 | 1.000 | 0.745 | 0.165 | 0.165 | 0.353 | 0.534 |
관리기관명 | 0.588 | 0.000 | 0.630 | 0.297 | 0.278 | 0.745 | 1.000 | 0.751 | 0.751 | 0.741 | 0.533 |
관정구분 | 0.213 | 0.035 | 0.098 | 0.197 | 0.058 | 0.165 | 0.751 | 1.000 | 1.000 | 0.097 | 0.084 |
암반충적구분 | 0.213 | 0.035 | 0.098 | 0.197 | 0.058 | 0.165 | 0.751 | 1.000 | 1.000 | 0.097 | 0.084 |
관측주기내용 | 0.616 | 0.075 | 0.163 | 0.043 | 0.120 | 0.353 | 0.741 | 0.097 | 0.097 | 1.000 | 0.334 |
음용여부 | 0.268 | 0.122 | 0.178 | 0.147 | 0.111 | 0.534 | 0.533 | 0.084 | 0.084 | 0.334 | 1.000 |
관정번호 | 관측소명 | 관측소코드 | 허가신고번호 | 주소 | 경도 | 위도 | 표고 | 관리기관명 | 설치일자 | 관정구분 | 암반충적구분 | 케이싱높이 | 설치심도 | 굴착구경 | 관측주기내용 | 관측항목명 | 지하수상세용도코드 | 음용여부 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 753955 | 장수10 | JB-JSU-G1-0010 | <NA> | 전라북도 장수군 장수읍 대성리 709 | <NA> | <NA> | <NA> | <NA> | <NA> | 2 | 2 | <NA> | <NA> | <NA> | 자동 | 수위, 수온, 전기전도도 | <NA> | <NA> |
1 | 770450 | 응암-0018 | SJ-SJN-G1-0018 | <NA> | 세종특별자치시 세종시 연동면 응암리 917 | 36 42 14.8 | 127 12 51.2 | 80.0 | <NA> | 2020-12-22 | 1 | 1 | 0.5 | <NA> | 200 | 자동 | 수위, 수온, 전기전도도 | 51 | 0 |
2 | 770649 | 산월-0008 | JB-GUV-G1-0008 | 1200900007 | 전라북도 군산시 대야면 산월리 982 | 35 57 6.85 | 126 48 59.39 | 7.0 | <NA> | 2021-04-14 | 2 | 2 | 0.13 | 70.0 | 250 | 자동 | 수위, 수온, 전기전도도 | 31 | 0 |
3 | 770661 | 순창33 | JB-SNC-G1-0033 | 2201101721 | 전라북도 순창군 구림면 월정리 산158-1 | 35 26 7.01 | 127 2 52.1 | 277.0 | <NA> | 2021-04-14 | 2 | 2 | 0.25 | 120.0 | 250 | 자동 | 수위, 수온, 전기전도도 | 31 | 0 |
4 | 770673 | 완주15 | JB-WAN-G1-0015 | <NA> | 전라북도 완주군 동상면 사봉리 431-3 | 35 53 5.15 | 127 18 44.92 | 230.0 | <NA> | 2021-05-11 | 2 | 2 | 0.18 | 80.0 | 300 | 자동 | 수위, 수온, 전기전도도 | 31 | 0 |
5 | 770679 | 익산22 | JB-ISN-G1-0022 | 2201200103 | 전라북도 익산시 여산면 태성리 700-6 | 36 3 9.8 | 127 6 32.4 | 78.0 | <NA> | 2021-05-12 | 2 | 2 | 0.18 | 100.0 | 250 | 자동 | 수위, 수온, 전기전도도 | 31 | 0 |
6 | 770833 | 예수성심시녀회 | DE-NMG-G1-0019 | <NA> | 대구광역시 남구 대명동 475 | 35 50 2.6 | 128 34 53.1 | 93.0 | <NA> | 2021-07-21 | 2 | 2 | 0.05 | <NA> | 200 | 자동 | 수위, 수온, 전기전도도 | 31 | 1 |
7 | 770951 | 신풍면 동원리 | CN-GOJ-G1-0009 | <NA> | 충청남도 공주시 신풍면 동원리 504-2 | 36 31 35.2 | 126 57 30.7 | 52.0 | <NA> | 2021-03-03 | 2 | 2 | 0.3 | <NA> | 200 | 자동 | 수위, 수온, 전기전도도 | 31 | 1 |
8 | 770952 | 공주시 송선동 | CN-GOJ-G1-0010 | <NA> | 충청남도 공주시 송선동 426 | 36 29 9.6 | 127 10 0.8 | 37.0 | <NA> | 2021-03-03 | 2 | 2 | 0.3 | <NA> | 200 | 자동 | 수위, 수온, 전기전도도 | 31 | 1 |
9 | 770019 | 수동 보조지하수관측정 0025 | GG-NYJ-G1-0025 | <NA> | 경기도 남양주시 수동면 외방리 433-1 | <NA> | <NA> | <NA> | <NA> | 2020-11-01 | 1 | 1 | 30.0 | <NA> | 200 | 자동 | 수위,수온,전기전도도(3항목) | 51 | 2 |
관정번호 | 관측소명 | 관측소코드 | 허가신고번호 | 주소 | 경도 | 위도 | 표고 | 관리기관명 | 설치일자 | 관정구분 | 암반충적구분 | 케이싱높이 | 설치심도 | 굴착구경 | 관측주기내용 | 관측항목명 | 지하수상세용도코드 | 음용여부 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3095 | 753906 | 까치산마을공원 | SU-DJK-G1-0010 | 2201700003 | 서울특별시 동작구 사당동 32-60 | 37 29 4.37 | 126 58 2.93 | <NA> | 동작구청 | 2019-04-11 | 2 | 2 | 23.0 | 230.0 | 150 | 자동 | 수위, 수온, 전기전도도 | 14 | 2 |
3096 | 753839 | 신봉1 | CN-ASN-G1-0003 | <NA> | 충청남도 아산시 영인면 신봉리 1066-2 | 36 54 10.5 | 126 59 52.8 | 17.0 | <NA> | 2013-04-22 | 2 | 2 | 0.0 | 80.0 | 200 | 자동 | 수위, 수온, 전기전도도, 수질검사(19항목) | 51 | 2 |
3097 | 752383 | 신세기한덕 | SU-YSN-G1-0007 | 2190100149 | 서울특별시 용산구 한강로3가 40-147 | 37 31 29 | 127 57 54 | 10.66 | <NA> | 2015-04-11 | 1 | 1 | 0.0 | 120.0 | 200 | 자동 | 수위, 수온, 전기전도도 | 12 | 2 |
3098 | 753790 | 신진 | CN-HSG-G1-0007 | 2015-98 | 충청남도 홍성군 광천읍 신진리 182 | 36 51 36.91 | 126 62 23.03 | 15.0 | <NA> | 2016-09-08 | 2 | 2 | 0.0 | 130.0 | 150 | 자동 | 수위, 수온, 전기전도도 | 51 | 2 |
3099 | 752650 | 신트리공원 | IC-BPG-G1-0001 | 190100006 | 인천광역시 부평구 부평동 891 | 37 30 23.46 | 126 43 33.12 | <NA> | <NA> | 2016-10-17 | 1 | 1 | <NA> | 80.0 | 100 | 자동 | 수위, 수온, 전기전도도 | 14 | 1 |
3100 | 753757 | 신평-0011 | CN-DJN-G1-0011 | 2200100069 | 충청남도 당진시 신평면 금천리 299-20 | 36 52 49.79 | 126 46 37.6 | 0.0 | <NA> | 2018-08-09 | 2 | 2 | 0.0 | 70.0 | 200 | 자동 | 수위, 수온, 전기전도도 | 14 | 2 |
3101 | 751797 | 실안-0016 | GN-SAC-G1-0016 | 2200600074 | 경상남도 사천시 실안동 753 | 34 56 22.75 | 128 2 34.82 | 4.0 | <NA> | 2013-05-31 | 2 | 2 | 0.0 | 82.0 | 150 | 자동 | 수위,수온,전기전도도(3항목) | 32 | 2 |
3102 | 751411 | 심곡 003 | GG-PCN-G1-0003 | 2190100044 | 경기도 부천시 심곡동 159 | 37 29 20 | 126 47 6 | <NA> | <NA> | 2011-07-18 | 1 | 1 | 0.0 | 100.0 | 150 | 자동 | 수위,수온,전기전도도(3항목) | 14 | 1 |
3103 | 753612 | 심원면 도천 | JB-GOC-G1-0004 | 1200000007 | 전라북도 고창군 심원면 도천리 583-1 | 35 29 28.18 | 126 32 38.71 | 67.0 | <NA> | 2018-05-09 | 2 | 2 | 0.0 | 130.0 | 200 | 자동 | 수위, 수온, 수심,전기전도도,전압,PH. | 32 | 2 |
3104 | 718405 | 항동 | SU-GRO-G1-0005 | 1190100027 | 서울특별시 구로구 항동 76 | 126 49 30.23 | 37 28 51.92 | 28.58 | 구로구 | <NA> | 2 | 2 | <NA> | 150.0 | 250 | 2 | 수위,수온,전기전도도 | 12 | 2 |