Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 500 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 16.2 KiB |
Average record size in memory | 33.3 B |
Variable types
Text | 1 |
---|---|
Numeric | 1 |
Categorical | 2 |
Dataset
Description | Sample |
---|---|
Author | ㈜오셔닉 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT06OCN012 |
GAP_RISK_CN is highly overall correlated with GAP_XTN and 1 other fields | High correlation |
GAP_RISK_GRD_CD is highly overall correlated with GAP_XTN and 1 other fields | High correlation |
GAP_XTN is highly overall correlated with GAP_RISK_GRD_CD and 1 other fields | High correlation |
GEOM has unique values | Unique |
GAP_XTN has 17 (3.4%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-13 12:50:14.154279 |
---|---|
Analysis finished | 2024-03-13 12:50:14.733645 |
Duration | 0.58 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
GEOM
Text
UNIQUE
 
Distinct | 500 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.0 KiB |
Length
Max length | 256 |
---|---|
Median length | 255 |
Mean length | 190.618 |
Min length | 154 |
Characters and Unicode
Total characters | 95309 |
---|---|
Distinct characters | 25 |
Distinct categories | 6 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 500 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | MULTIPOLYGON (((129.449851799286 36.5112670023122,129.449851805655 36.5112681028816,129.449862968751 36.5112680607846,129.449862916601 36.5112590494972,129.449858875098 36.5112590647382,129.449851799286 36.5112670023122))) |
---|---|
2nd row | MULTIPOLYGON (((129.449863016607 36.5112763301548,129.449862968751 36.5112680607846,129.449851805655 36.5112681028816,129.449851839214 36.5112739019109,129.449863016607 36.5112763301548))) |
3rd row | MULTIPOLYGON (((129.44986289062 36.5112545601653,129.449862916601 36.5112590494972,129.449874079695 36.5112590073992,129.449874027544 36.5112499961119,129.449866935322 36.5112500228581,129.44986289062 36.5112545601653))) |
4th row | MULTIPOLYGON (((129.449862916601 36.5112590494972,129.449862968751 36.5112680607846,129.449874131846 36.5112680186865,129.449874079695 36.5112590073992,129.449862916601 36.5112590494972))) |
5th row | MULTIPOLYGON (((129.449866373511 36.5112770594287,129.449874183997 36.5112770299738,129.449874131846 36.5112680186865,129.449862968751 36.5112680607846,129.449863016607 36.5112763301548,129.449866373511 36.5112770594287))) |
Value | Count | Frequency (%) |
multipolygon | 500 | 14.1% |
36.5111139846251,129.450107669817 | 1 | < 0.1% |
36.5110869507633 | 1 | < 0.1% |
129.450096402391 | 1 | < 0.1% |
36.5110959620506,129.450096454568 | 1 | < 0.1% |
36.5111049733379,129.450107617639 | 1 | < 0.1% |
36.5111049312182,129.450107565461 | 1 | < 0.1% |
36.5110959199309,129.450096402391 | 1 | < 0.1% |
36.5110959620506 | 1 | < 0.1% |
129.450096454568 | 1 | < 0.1% |
Other values (3045) | 3045 |
Most occurring characters
Value | Count | Frequency (%) |
1 | 13549 | |
5 | 8821 | |
9 | 8602 | |
4 | 7881 | |
2 | 7454 | |
0 | 7235 | 7.6% |
6 | 7022 | 7.4% |
3 | 6464 | 6.8% |
. | 5108 | 5.4% |
8 | 4581 | 4.8% |
Other values (15) | 18592 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 76093 | |
Other Punctuation | 7162 | 7.5% |
Uppercase Letter | 6000 | 6.3% |
Space Separator | 3054 | 3.2% |
Close Punctuation | 1500 | 1.6% |
Open Punctuation | 1500 | 1.6% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
1 | 13549 | |
5 | 8821 | |
9 | 8602 | |
4 | 7881 | |
2 | 7454 | |
0 | 7235 | |
6 | 7022 | |
3 | 6464 | |
8 | 4581 | 6.0% |
7 | 4484 | 5.9% |
Uppercase Letter
Value | Count | Frequency (%) |
O | 1000 | |
L | 1000 | |
U | 500 | |
N | 500 | |
G | 500 | |
Y | 500 | |
P | 500 | |
I | 500 | |
T | 500 | |
M | 500 |
Other Punctuation
Value | Count | Frequency (%) |
. | 5108 | |
, | 2054 |
Space Separator
Value | Count | Frequency (%) |
3054 |
Close Punctuation
Value | Count | Frequency (%) |
) | 1500 |
Open Punctuation
Value | Count | Frequency (%) |
( | 1500 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 89309 | |
Latin | 6000 | 6.3% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
1 | 13549 | |
5 | 8821 | |
9 | 8602 | |
4 | 7881 | |
2 | 7454 | |
0 | 7235 | |
6 | 7022 | |
3 | 6464 | |
. | 5108 | 5.7% |
8 | 4581 | 5.1% |
Other values (5) | 12592 |
Latin
Value | Count | Frequency (%) |
O | 1000 | |
L | 1000 | |
U | 500 | |
N | 500 | |
G | 500 | |
Y | 500 | |
P | 500 | |
I | 500 | |
T | 500 | |
M | 500 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 95309 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1 | 13549 | |
5 | 8821 | |
9 | 8602 | |
4 | 7881 | |
2 | 7454 | |
0 | 7235 | 7.6% |
6 | 7022 | 7.4% |
3 | 6464 | 6.8% |
. | 5108 | 5.4% |
8 | 4581 | 4.8% |
Other values (15) | 18592 |
GAP_XTN
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 277 |
---|---|
Distinct (%) | 55.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.197072 |
Minimum | 0 |
---|---|
Maximum | 0.851 |
Zeros | 17 |
Zeros (%) | 3.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.00495 |
Q1 | 0.086 |
median | 0.208 |
Q3 | 0.294 |
95-th percentile | 0.40625 |
Maximum | 0.851 |
Range | 0.851 |
Interquartile range (IQR) | 0.208 |
Descriptive statistics
Standard deviation | 0.12875496 |
---|---|
Coefficient of variation (CV) | 0.65333967 |
Kurtosis | 0.73233321 |
Mean | 0.197072 |
Median Absolute Deviation (MAD) | 0.095 |
Skewness | 0.47309684 |
Sum | 98.536 |
Variance | 0.016577838 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 17 | 3.4% |
0.3 | 16 | 3.2% |
0.301 | 7 | 1.4% |
0.283 | 7 | 1.4% |
0.162 | 5 | 1.0% |
0.308 | 5 | 1.0% |
0.032 | 5 | 1.0% |
0.312 | 4 | 0.8% |
0.221 | 4 | 0.8% |
0.086 | 4 | 0.8% |
Other values (267) | 426 |
Value | Count | Frequency (%) |
0.0 | 17 | |
0.001 | 2 | 0.4% |
0.003 | 3 | 0.6% |
0.004 | 3 | 0.6% |
0.005 | 3 | 0.6% |
0.006 | 2 | 0.4% |
0.007 | 2 | 0.4% |
0.008 | 1 | 0.2% |
0.009 | 1 | 0.2% |
0.012 | 1 | 0.2% |
Value | Count | Frequency (%) |
0.851 | 1 | |
0.649 | 1 | |
0.646 | 1 | |
0.531 | 1 | |
0.527 | 1 | |
0.499 | 1 | |
0.476 | 1 | |
0.471 | 1 | |
0.469 | 1 | |
0.466 | 1 |
GAP_RISK_GRD_CD
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.0 KiB |
C | |
---|---|
B | |
D | |
A | 17 |
E | 5 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | D |
---|---|
2nd row | C |
3rd row | B |
4th row | C |
5th row | C |
Common Values
Value | Count | Frequency (%) |
C | 258 | |
B | 128 | |
D | 92 | 18.4% |
A | 17 | 3.4% |
E | 5 | 1.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
c | 258 | |
b | 128 | |
d | 92 | 18.4% |
a | 17 | 3.4% |
e | 5 | 1.0% |
GAP_RISK_CN
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.0 KiB |
주의 | |
---|---|
보통 | |
위험 | |
안전 | 17 |
매우위험 | 5 |
Length
Max length | 4 |
---|---|
Median length | 2 |
Mean length | 2.02 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 위험 |
---|---|
2nd row | 주의 |
3rd row | 보통 |
4th row | 주의 |
5th row | 주의 |
Common Values
Value | Count | Frequency (%) |
주의 | 258 | |
보통 | 128 | |
위험 | 92 | 18.4% |
안전 | 17 | 3.4% |
매우위험 | 5 | 1.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
주의 | 258 | |
보통 | 128 | |
위험 | 92 | 18.4% |
안전 | 17 | 3.4% |
매우위험 | 5 | 1.0% |
GAP_XTN | GAP_RISK_GRD_CD | GAP_RISK_CN | |
---|---|---|---|
GAP_XTN | 1.000 | 0.886 | 0.886 |
GAP_RISK_GRD_CD | 0.886 | 1.000 | 1.000 |
GAP_RISK_CN | 0.886 | 1.000 | 1.000 |
GAP_RISK_CN | GAP_RISK_GRD_CD | |
---|---|---|
GAP_RISK_CN | 1.000 | 1.000 |
GAP_RISK_GRD_CD | 1.000 | 1.000 |
GAP_XTN | GAP_RISK_GRD_CD | GAP_RISK_CN | |
---|---|---|---|
GAP_XTN | 1.000 | 0.763 | 0.763 |
GAP_RISK_GRD_CD | 0.763 | 1.000 | 1.000 |
GAP_RISK_CN | 0.763 | 1.000 | 1.000 |
GEOM | GAP_XTN | GAP_RISK_GRD_CD | GAP_RISK_CN | |
---|---|---|---|---|
0 | MULTIPOLYGON (((129.449851799286 36.5112670023122,129.449851805655 36.5112681028816,129.449862968751 36.5112680607846,129.449862916601 36.5112590494972,129.449858875098 36.5112590647382,129.449851799286 36.5112670023122))) | 0.336 | D | 위험 |
1 | MULTIPOLYGON (((129.449863016607 36.5112763301548,129.449862968751 36.5112680607846,129.449851805655 36.5112681028816,129.449851839214 36.5112739019109,129.449863016607 36.5112763301548))) | 0.271 | C | 주의 |
2 | MULTIPOLYGON (((129.44986289062 36.5112545601653,129.449862916601 36.5112590494972,129.449874079695 36.5112590073992,129.449874027544 36.5112499961119,129.449866935322 36.5112500228581,129.44986289062 36.5112545601653))) | 0.015 | B | 보통 |
3 | MULTIPOLYGON (((129.449862916601 36.5112590494972,129.449862968751 36.5112680607846,129.449874131846 36.5112680186865,129.449874079695 36.5112590073992,129.449862916601 36.5112590494972))) | 0.15 | C | 주의 |
4 | MULTIPOLYGON (((129.449866373511 36.5112770594287,129.449874183997 36.5112770299738,129.449874131846 36.5112680186865,129.449862968751 36.5112680607846,129.449863016607 36.5112763301548,129.449866373511 36.5112770594287))) | 0.175 | C | 주의 |
5 | MULTIPOLYGON (((129.449874995544 36.5112409809774,129.449885138484 36.5112409427255,129.449885086332 36.5112319314382,129.449883055765 36.5112319390961,129.449874995544 36.5112409809774))) | 0.285 | C | 주의 |
6 | MULTIPOLYGON (((129.449873981951 36.5112421180173,129.449874027544 36.5112499961119,129.449885190637 36.5112499540129,129.449885138484 36.5112409427255,129.449874995544 36.5112409809774,129.449873981951 36.5112421180173))) | 0.294 | C | 주의 |
7 | MULTIPOLYGON (((129.449874027544 36.5112499961119,129.449874079695 36.5112590073992,129.449885242789 36.5112589653002,129.449885190637 36.5112499540129,129.449874027544 36.5112499961119))) | 0.245 | C | 주의 |
8 | MULTIPOLYGON (((129.449874079695 36.5112590073992,129.449874131846 36.5112680186865,129.449885294942 36.5112679765875,129.449885242789 36.5112589653002,129.449874079695 36.5112590073992))) | 0.296 | C | 주의 |
9 | MULTIPOLYGON (((129.449874131846 36.5112680186865,129.449874183997 36.5112770299738,129.449885347094 36.5112769878747,129.449885294942 36.5112679765875,129.449874131846 36.5112680186865))) | 0.434 | D | 위험 |
GEOM | GAP_XTN | GAP_RISK_GRD_CD | GAP_RISK_CN | |
---|---|---|---|---|
490 | MULTIPOLYGON (((129.450185028524 36.5109784783293,129.450185080711 36.5109874896167,129.450196243766 36.5109874474888,129.450196191578 36.5109784362015,129.450185028524 36.5109784783293))) | 0.281 | C | 주의 |
491 | MULTIPOLYGON (((129.450185080711 36.5109874896167,129.450185132898 36.510996500904,129.450196295954 36.5109964587761,129.450196243766 36.5109874474888,129.450185080711 36.5109874896167))) | 0.298 | C | 주의 |
492 | MULTIPOLYGON (((129.450185132898 36.510996500904,129.450185185085 36.5110055121913,129.450196348142 36.5110054700634,129.450196295954 36.5109964587761,129.450185132898 36.510996500904))) | 0.229 | C | 주의 |
493 | MULTIPOLYGON (((129.450185185085 36.5110055121913,129.450185237271 36.5110145234786,129.45019640033 36.5110144813507,129.450196348142 36.5110054700634,129.450185185085 36.5110055121913))) | 0.0 | A | 안전 |
494 | MULTIPOLYGON (((129.450185237271 36.5110145234786,129.450185289458 36.5110235347659,129.450196452518 36.5110234926379,129.45019640033 36.5110144813507,129.450185237271 36.5110145234786))) | 0.068 | B | 보통 |
495 | MULTIPOLYGON (((129.450185289458 36.5110235347659,129.450185341645 36.5110325460532,129.450196504706 36.5110325039252,129.450196452518 36.5110234926379,129.450185289458 36.5110235347659))) | 0.129 | C | 주의 |
496 | MULTIPOLYGON (((129.450185341645 36.5110325460532,129.450185393832 36.5110415573404,129.450196556895 36.5110415152125,129.450196504706 36.5110325039252,129.450185341645 36.5110325460532))) | 0.032 | B | 보통 |
497 | MULTIPOLYGON (((129.450185393832 36.5110415573404,129.450185446019 36.5110505686277,129.450196609083 36.5110505264997,129.450196556895 36.5110415152125,129.450185393832 36.5110415573404))) | 0.0 | A | 안전 |
498 | MULTIPOLYGON (((129.450185446019 36.5110505686277,129.450185498206 36.5110595799149,129.450196661271 36.5110595377869,129.450196609083 36.5110505264997,129.450185446019 36.5110505686277))) | 0.074 | B | 보통 |
499 | MULTIPOLYGON (((129.450185498206 36.5110595799149,129.450185550393 36.5110685912021,129.450196713459 36.5110685490741,129.450196661271 36.5110595377869,129.450185498206 36.5110595799149))) | 0.033 | B | 보통 |