Dataset statistics
Number of variables | 18 |
---|---|
Number of observations | 5320 |
Missing cells | 20340 |
Missing cells (%) | 21.2% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 758.6 KiB |
Average record size in memory | 146.0 B |
Variable types
Numeric | 1 |
---|---|
Text | 9 |
Categorical | 4 |
DateTime | 1 |
Boolean | 2 |
Unsupported | 1 |
Dataset
Description | 20210201 |
---|---|
Author | 부산시공공데이터포털 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230801061500865000 |
last_load_dttm has constant value "" | Constant |
cp_email is highly overall correlated with cp_class and 2 other fields | High correlation |
cp_emailflag is highly overall correlated with cp_email | High correlation |
cp_class is highly overall correlated with cp_email | High correlation |
cp_webflag is highly overall correlated with cp_email | High correlation |
cp_email is highly imbalanced (92.3%) | Imbalance |
cp_emailflag is highly imbalanced (63.5%) | Imbalance |
cp_home has 5147 (96.7%) missing values | Missing |
cp_sanum has 2845 (53.5%) missing values | Missing |
cp_info has 1692 (31.8%) missing values | Missing |
cp_state has 5320 (100.0%) missing values | Missing |
cp_img has 5308 (99.8%) missing values | Missing |
skey has unique values | Unique |
cp_state is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-04-17 03:55:33.889314 |
---|---|
Analysis finished | 2024-04-17 03:55:36.276168 |
Duration | 2.39 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
UNIQUE
 
Distinct | 5320 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3166384.5 |
Minimum | 3163725 |
---|---|
Maximum | 3169044 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 46.9 KiB |
Quantile statistics
Minimum | 3163725 |
---|---|
5-th percentile | 3163991 |
Q1 | 3165054.8 |
median | 3166384.5 |
Q3 | 3167714.2 |
95-th percentile | 3168778 |
Maximum | 3169044 |
Range | 5319 |
Interquartile range (IQR) | 2659.5 |
Descriptive statistics
Standard deviation | 1535.896 |
---|---|
Coefficient of variation (CV) | 0.00048506303 |
Kurtosis | -1.2 |
Mean | 3166384.5 |
Median Absolute Deviation (MAD) | 1330 |
Skewness | 0 |
Sum | 1.6845166 × 1010 |
Variance | 2358976.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3169007 | 1 | < 0.1% |
3165457 | 1 | < 0.1% |
3165522 | 1 | < 0.1% |
3165521 | 1 | < 0.1% |
3165520 | 1 | < 0.1% |
3165519 | 1 | < 0.1% |
3165518 | 1 | < 0.1% |
3165517 | 1 | < 0.1% |
3165516 | 1 | < 0.1% |
3165515 | 1 | < 0.1% |
Other values (5310) | 5310 |
Value | Count | Frequency (%) |
3163725 | 1 | |
3163726 | 1 | |
3163727 | 1 | |
3163728 | 1 | |
3163729 | 1 | |
3163730 | 1 | |
3163731 | 1 | |
3163732 | 1 | |
3163733 | 1 | |
3163734 | 1 |
Value | Count | Frequency (%) |
3169044 | 1 | |
3169043 | 1 | |
3169042 | 1 | |
3169041 | 1 | |
3169040 | 1 | |
3169039 | 1 | |
3169038 | 1 | |
3169037 | 1 | |
3169036 | 1 | |
3169035 | 1 |
cp_compname
Text
Distinct | 5053 |
---|---|
Distinct (%) | 95.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 41.7 KiB |
Value | Count | Frequency (%) |
부산은행 | 284 | 4.3% |
어린이집 | 184 | 2.8% |
미용실 | 53 | 0.8% |
부산 | 30 | 0.4% |
주)파크랜드 | 24 | 0.4% |
웰메이드 | 23 | 0.3% |
아가방 | 17 | 0.3% |
음악학원 | 15 | 0.2% |
학원 | 14 | 0.2% |
abc-mart | 14 | 0.2% |
Other values (5368) | 6022 |
Most occurring characters
Value | Count | Frequency (%) |
1373 | 3.9% | |
이 | 1350 | 3.8% |
어 | 1255 | 3.5% |
원 | 1121 | 3.2% |
집 | 1094 | 3.1% |
린 | 946 | 2.7% |
산 | 619 | 1.7% |
점 | 579 | 1.6% |
부 | 556 | 1.6% |
의 | 533 | 1.5% |
Other values (797) | 25992 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 33174 | |
Space Separator | 1373 | 3.9% |
Uppercase Letter | 404 | 1.1% |
Decimal Number | 144 | 0.4% |
Close Punctuation | 101 | 0.3% |
Open Punctuation | 100 | 0.3% |
Lowercase Letter | 64 | 0.2% |
Other Punctuation | 28 | 0.1% |
Dash Punctuation | 26 | 0.1% |
Math Symbol | 2 | < 0.1% |
Other values (2) | 2 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
이 | 1350 | 4.1% |
어 | 1255 | 3.8% |
원 | 1121 | 3.4% |
집 | 1094 | 3.3% |
린 | 946 | 2.9% |
산 | 619 | 1.9% |
점 | 579 | 1.7% |
부 | 556 | 1.7% |
의 | 533 | 1.6% |
미 | 466 | 1.4% |
Other values (732) | 24655 |
Uppercase Letter
Value | Count | Frequency (%) |
A | 53 | |
B | 41 | |
T | 38 | |
M | 37 | |
C | 36 | |
S | 29 | 7.2% |
K | 27 | 6.7% |
G | 22 | 5.4% |
L | 20 | 5.0% |
R | 19 | 4.7% |
Other values (13) | 82 |
Lowercase Letter
Value | Count | Frequency (%) |
o | 10 | |
e | 8 | |
i | 6 | |
n | 6 | |
t | 5 | 7.8% |
s | 4 | 6.2% |
m | 3 | 4.7% |
d | 3 | 4.7% |
c | 3 | 4.7% |
y | 3 | 4.7% |
Other values (8) | 13 |
Decimal Number
Value | Count | Frequency (%) |
2 | 44 | |
1 | 40 | |
0 | 17 | 11.8% |
3 | 14 | 9.7% |
5 | 8 | 5.6% |
7 | 8 | 5.6% |
8 | 6 | 4.2% |
4 | 5 | 3.5% |
6 | 1 | 0.7% |
9 | 1 | 0.7% |
Other Punctuation
Value | Count | Frequency (%) |
& | 10 | |
. | 8 | |
, | 6 | |
· | 2 | 7.1% |
! | 1 | 3.6% |
' | 1 | 3.6% |
Math Symbol
Value | Count | Frequency (%) |
+ | 1 | |
~ | 1 |
Space Separator
Value | Count | Frequency (%) |
1373 |
Close Punctuation
Value | Count | Frequency (%) |
) | 101 |
Open Punctuation
Value | Count | Frequency (%) |
( | 100 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 26 |
Modifier Symbol
Value | Count | Frequency (%) |
` | 1 |
Other Symbol
Value | Count | Frequency (%) |
㈜ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 33169 | |
Common | 1775 | 5.0% |
Latin | 468 | 1.3% |
Han | 6 | < 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
이 | 1350 | 4.1% |
어 | 1255 | 3.8% |
원 | 1121 | 3.4% |
집 | 1094 | 3.3% |
린 | 946 | 2.9% |
산 | 619 | 1.9% |
점 | 579 | 1.7% |
부 | 556 | 1.7% |
의 | 533 | 1.6% |
미 | 466 | 1.4% |
Other values (727) | 24650 |
Latin
Value | Count | Frequency (%) |
A | 53 | 11.3% |
B | 41 | 8.8% |
T | 38 | 8.1% |
M | 37 | 7.9% |
C | 36 | 7.7% |
S | 29 | 6.2% |
K | 27 | 5.8% |
G | 22 | 4.7% |
L | 20 | 4.3% |
R | 19 | 4.1% |
Other values (31) | 146 |
Common
Value | Count | Frequency (%) |
1373 | ||
) | 101 | 5.7% |
( | 100 | 5.6% |
2 | 44 | 2.5% |
1 | 40 | 2.3% |
- | 26 | 1.5% |
0 | 17 | 1.0% |
3 | 14 | 0.8% |
& | 10 | 0.6% |
5 | 8 | 0.5% |
Other values (13) | 42 | 2.4% |
Han
Value | Count | Frequency (%) |
美 | 1 | |
裵 | 1 | |
秀 | 1 | |
多 | 1 | |
孝 | 1 | |
珍 | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 33168 | |
ASCII | 2241 | 6.3% |
CJK | 6 | < 0.1% |
None | 3 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1373 | ||
) | 101 | 4.5% |
( | 100 | 4.5% |
A | 53 | 2.4% |
2 | 44 | 2.0% |
B | 41 | 1.8% |
1 | 40 | 1.8% |
T | 38 | 1.7% |
M | 37 | 1.7% |
C | 36 | 1.6% |
Other values (53) | 378 | 16.9% |
Hangul
Value | Count | Frequency (%) |
이 | 1350 | 4.1% |
어 | 1255 | 3.8% |
원 | 1121 | 3.4% |
집 | 1094 | 3.3% |
린 | 946 | 2.9% |
산 | 619 | 1.9% |
점 | 579 | 1.7% |
부 | 556 | 1.7% |
의 | 533 | 1.6% |
미 | 466 | 1.4% |
Other values (726) | 24649 |
None
Value | Count | Frequency (%) |
· | 2 | |
㈜ | 1 |
CJK
Value | Count | Frequency (%) |
美 | 1 | |
裵 | 1 | |
秀 | 1 | |
多 | 1 | |
孝 | 1 | |
珍 | 1 |
cp_home
Text
MISSING
 
Distinct | 92 |
---|---|
Distinct (%) | 53.2% |
Missing | 5147 |
Missing (%) | 96.7% |
Memory size | 41.7 KiB |
Length
Max length | 43 |
---|---|
Median length | 33 |
Mean length | 17.462428 |
Min length | 1 |
Characters and Unicode
Total characters | 3021 |
---|---|
Distinct characters | 53 |
Distinct categories | 8 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 82 ? |
---|---|
Unique (%) | 47.4% |
Sample
1st row | www.parkland.co.kr |
---|---|
2nd row | busan.atelierkorea.com/ |
3rd row | www.vilac.co.kr |
4th row | shopping.babydream.kr |
5th row | - |
Value | Count | Frequency (%) |
www.parkland.co.kr | 44 | |
www.vilac.co.kr | 20 | 11.6% |
14 | 8.1% | |
www.inoti.co.kr | 4 | 2.3% |
www.wilshirekorea.co.kr | 3 | 1.7% |
www.balancebrain.co.kr | 2 | 1.2% |
www.kjc21.com | 2 | 1.2% |
http://www.pulipchae.com | 2 | 1.2% |
http://www.uwellness.co.kr | 1 | 0.6% |
www.busanmilk.com | 1 | 0.6% |
Other values (80) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
. | 420 | |
w | 382 | |
a | 214 | 7.1% |
r | 209 | 6.9% |
o | 199 | 6.6% |
c | 183 | 6.1% |
k | 179 | 5.9% |
n | 134 | 4.4% |
l | 101 | 3.3% |
i | 84 | 2.8% |
Other values (43) | 916 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 2352 | |
Other Punctuation | 478 | 15.8% |
Decimal Number | 126 | 4.2% |
Dash Punctuation | 34 | 1.1% |
Space Separator | 17 | 0.6% |
Other Letter | 10 | 0.3% |
Connector Punctuation | 3 | 0.1% |
Math Symbol | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
w | 382 | |
a | 214 | 9.1% |
r | 209 | 8.9% |
o | 199 | 8.5% |
c | 183 | 7.8% |
k | 179 | 7.6% |
n | 134 | 5.7% |
l | 101 | 4.3% |
i | 84 | 3.6% |
p | 81 | 3.4% |
Other values (15) | 586 |
Decimal Number
Value | Count | Frequency (%) |
0 | 26 | |
2 | 21 | |
1 | 19 | |
3 | 11 | |
5 | 10 | 7.9% |
9 | 10 | 7.9% |
8 | 9 | 7.1% |
7 | 8 | 6.3% |
6 | 8 | 6.3% |
4 | 4 | 3.2% |
Other Letter
Value | Count | Frequency (%) |
비 | 1 | |
염 | 1 | |
축 | 1 | |
농 | 1 | |
증 | 1 | |
전 | 1 | |
기 | 1 | |
레 | 1 | |
인 | 1 | |
지 | 1 |
Other Punctuation
Value | Count | Frequency (%) |
. | 420 | |
/ | 51 | 10.7% |
: | 6 | 1.3% |
? | 1 | 0.2% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 34 |
Space Separator
Value | Count | Frequency (%) |
17 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 3 |
Math Symbol
Value | Count | Frequency (%) |
= | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 2352 | |
Common | 659 | 21.8% |
Hangul | 10 | 0.3% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
w | 382 | |
a | 214 | 9.1% |
r | 209 | 8.9% |
o | 199 | 8.5% |
c | 183 | 7.8% |
k | 179 | 7.6% |
n | 134 | 5.7% |
l | 101 | 4.3% |
i | 84 | 3.6% |
p | 81 | 3.4% |
Other values (15) | 586 |
Common
Value | Count | Frequency (%) |
. | 420 | |
/ | 51 | 7.7% |
- | 34 | 5.2% |
0 | 26 | 3.9% |
2 | 21 | 3.2% |
1 | 19 | 2.9% |
17 | 2.6% | |
3 | 11 | 1.7% |
5 | 10 | 1.5% |
9 | 10 | 1.5% |
Other values (8) | 40 | 6.1% |
Hangul
Value | Count | Frequency (%) |
비 | 1 | |
염 | 1 | |
축 | 1 | |
농 | 1 | |
증 | 1 | |
전 | 1 | |
기 | 1 | |
레 | 1 | |
인 | 1 | |
지 | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 3011 | |
Hangul | 10 | 0.3% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 420 | |
w | 382 | |
a | 214 | 7.1% |
r | 209 | 6.9% |
o | 199 | 6.6% |
c | 183 | 6.1% |
k | 179 | 5.9% |
n | 134 | 4.5% |
l | 101 | 3.4% |
i | 84 | 2.8% |
Other values (33) | 906 |
Hangul
Value | Count | Frequency (%) |
비 | 1 | |
염 | 1 | |
축 | 1 | |
농 | 1 | |
증 | 1 | |
전 | 1 | |
기 | 1 | |
레 | 1 | |
인 | 1 | |
지 | 1 |
cp_class
Categorical
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 41.7 KiB |
요식업등 | |
---|---|
어린이집 | |
학원 | |
이미용업 | |
병의원 | |
Other values (12) |
Length
Max length | 7 |
---|---|
Median length | 4 |
Mean length | 3.4802632 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 학원 |
---|---|
2nd row | 체육시설 |
3rd row | 어린이집 |
4th row | 자동차 |
5th row | 세탁, 목욕업 |
Common Values
Value | Count | Frequency (%) |
요식업등 | 1167 | |
어린이집 | 915 | |
학원 | 657 | |
이미용업 | 543 | |
병의원 | 401 | 7.5% |
체육시설 | 330 | 6.2% |
금융기관 | 288 | 5.4% |
기타 | 279 | 5.2% |
한의원 | 219 | 4.1% |
안경 | 116 | 2.2% |
Other values (7) | 405 | 7.6% |
Length
Value | Count | Frequency (%) |
요식업등 | 1167 | |
어린이집 | 915 | |
학원 | 657 | |
이미용업 | 543 | |
병의원 | 401 | 7.5% |
체육시설 | 330 | 6.1% |
금융기관 | 288 | 5.4% |
기타 | 279 | 5.2% |
한의원 | 219 | 4.1% |
안경 | 116 | 2.2% |
Other values (8) | 461 | 8.6% |
cp_hgu
Categorical
Distinct | 18 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 41.7 KiB |
연제구 | |
---|---|
동래구 | |
남구 | |
부산진구 | |
사하구 | |
Other values (13) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 2.943609 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 수영구 |
---|---|
2nd row | 수영구 |
3rd row | 북구 |
4th row | 북구 |
5th row | 북구 |
Common Values
Value | Count | Frequency (%) |
연제구 | 624 | |
동래구 | 527 | |
남구 | 513 | |
부산진구 | 511 | |
사하구 | 429 | |
수영구 | 421 | |
북구 | 405 | |
해운대구 | 378 | |
사상구 | 324 | 6.1% |
금정구 | 285 | 5.4% |
Other values (8) | 903 |
Length
Value | Count | Frequency (%) |
연제구 | 624 | |
동래구 | 527 | |
남구 | 513 | |
부산진구 | 511 | |
사하구 | 429 | |
수영구 | 421 | |
북구 | 405 | |
해운대구 | 378 | |
사상구 | 324 | 6.1% |
금정구 | 285 | 5.4% |
Other values (8) | 903 |
cp_ceoname
Text
Distinct | 4276 |
---|---|
Distinct (%) | 80.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 41.7 KiB |
Value | Count | Frequency (%) |
이장호 | 236 | 4.4% |
곽국민 | 44 | 0.8% |
빈대인 | 31 | 0.6% |
박순호 | 26 | 0.5% |
박경수 | 22 | 0.4% |
아가방 | 15 | 0.3% |
김지완 | 10 | 0.2% |
홈플러스 | 9 | 0.2% |
김정희 | 8 | 0.1% |
김영숙 | 8 | 0.1% |
Other values (4279) | 4929 |
Most occurring characters
Value | Count | Frequency (%) |
김 | 1041 | 6.5% |
이 | 938 | 5.9% |
정 | 672 | 4.2% |
박 | 468 | 2.9% |
영 | 467 | 2.9% |
호 | 423 | 2.6% |
장 | 348 | 2.2% |
희 | 347 | 2.2% |
순 | 334 | 2.1% |
경 | 331 | 2.1% |
Other values (368) | 10641 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 15975 | |
Space Separator | 18 | 0.1% |
Decimal Number | 10 | 0.1% |
Open Punctuation | 2 | < 0.1% |
Other Punctuation | 2 | < 0.1% |
Close Punctuation | 2 | < 0.1% |
Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
김 | 1041 | 6.5% |
이 | 938 | 5.9% |
정 | 672 | 4.2% |
박 | 468 | 2.9% |
영 | 467 | 2.9% |
호 | 423 | 2.6% |
장 | 348 | 2.2% |
희 | 347 | 2.2% |
순 | 334 | 2.1% |
경 | 331 | 2.1% |
Other values (359) | 10606 |
Decimal Number
Value | Count | Frequency (%) |
1 | 5 | |
3 | 2 | 20.0% |
2 | 2 | 20.0% |
0 | 1 | 10.0% |
Space Separator
Value | Count | Frequency (%) |
18 |
Open Punctuation
Value | Count | Frequency (%) |
( | 2 |
Other Punctuation
Value | Count | Frequency (%) |
· | 2 |
Close Punctuation
Value | Count | Frequency (%) |
) | 2 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 15975 | |
Common | 35 | 0.2% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
김 | 1041 | 6.5% |
이 | 938 | 5.9% |
정 | 672 | 4.2% |
박 | 468 | 2.9% |
영 | 467 | 2.9% |
호 | 423 | 2.6% |
장 | 348 | 2.2% |
희 | 347 | 2.2% |
순 | 334 | 2.1% |
경 | 331 | 2.1% |
Other values (359) | 10606 |
Common
Value | Count | Frequency (%) |
18 | ||
1 | 5 | 14.3% |
3 | 2 | 5.7% |
2 | 2 | 5.7% |
( | 2 | 5.7% |
· | 2 | 5.7% |
) | 2 | 5.7% |
- | 1 | 2.9% |
0 | 1 | 2.9% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 15975 | |
ASCII | 33 | 0.2% |
None | 2 | < 0.1% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
김 | 1041 | 6.5% |
이 | 938 | 5.9% |
정 | 672 | 4.2% |
박 | 468 | 2.9% |
영 | 467 | 2.9% |
호 | 423 | 2.6% |
장 | 348 | 2.2% |
희 | 347 | 2.2% |
순 | 334 | 2.1% |
경 | 331 | 2.1% |
Other values (359) | 10606 |
ASCII
Value | Count | Frequency (%) |
18 | ||
1 | 5 | 15.2% |
3 | 2 | 6.1% |
2 | 2 | 6.1% |
( | 2 | 6.1% |
) | 2 | 6.1% |
- | 1 | 3.0% |
0 | 1 | 3.0% |
None
Value | Count | Frequency (%) |
· | 2 |
cp_sanum
Text
MISSING
 
Distinct | 52 |
---|---|
Distinct (%) | 2.1% |
Missing | 2845 |
Missing (%) | 53.5% |
Memory size | 41.7 KiB |
Value | Count | Frequency (%) |
0 | 2423 | |
6068269370 | 2 | 0.1% |
617-92-32625 | 1 | < 0.1% |
621-91-42649 | 1 | < 0.1% |
6079088870 | 1 | < 0.1% |
605-92-48314 | 1 | < 0.1% |
603-85-24977 | 1 | < 0.1% |
6179075896 | 1 | < 0.1% |
6068544875 | 1 | < 0.1% |
481-81-00168 | 1 | < 0.1% |
Other values (42) | 42 | 1.7% |
Most occurring characters
Value | Count | Frequency (%) |
0 | 2509 | |
6 | 69 | 2.3% |
1 | 57 | 1.9% |
9 | 53 | 1.8% |
2 | 52 | 1.7% |
- | 52 | 1.7% |
8 | 44 | 1.5% |
5 | 40 | 1.3% |
7 | 38 | 1.3% |
3 | 37 | 1.2% |
Other values (3) | 38 | 1.3% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 2935 | |
Dash Punctuation | 52 | 1.7% |
Other Letter | 2 | 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 2509 | |
6 | 69 | 2.4% |
1 | 57 | 1.9% |
9 | 53 | 1.8% |
2 | 52 | 1.8% |
8 | 44 | 1.5% |
5 | 40 | 1.4% |
7 | 38 | 1.3% |
3 | 37 | 1.3% |
4 | 36 | 1.2% |
Other Letter
Value | Count | Frequency (%) |
폐 | 1 | |
업 | 1 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 52 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 2987 | |
Hangul | 2 | 0.1% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 2509 | |
6 | 69 | 2.3% |
1 | 57 | 1.9% |
9 | 53 | 1.8% |
2 | 52 | 1.7% |
- | 52 | 1.7% |
8 | 44 | 1.5% |
5 | 40 | 1.3% |
7 | 38 | 1.3% |
3 | 37 | 1.2% |
Hangul
Value | Count | Frequency (%) |
폐 | 1 | |
업 | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 2987 | |
Hangul | 2 | 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 2509 | |
6 | 69 | 2.3% |
1 | 57 | 1.9% |
9 | 53 | 1.8% |
2 | 52 | 1.7% |
- | 52 | 1.7% |
8 | 44 | 1.5% |
5 | 40 | 1.3% |
7 | 38 | 1.3% |
3 | 37 | 1.2% |
Hangul
Value | Count | Frequency (%) |
폐 | 1 | |
업 | 1 |
cp_sidate
Date
Distinct | 311 |
---|---|
Distinct (%) | 5.9% |
Missing | 6 |
Missing (%) | 0.1% |
Memory size | 41.7 KiB |
Minimum | 2000-01-01 00:00:00 |
---|---|
Maximum | 2021-01-04 00:00:00 |
cp_addr
Text
Distinct | 5159 |
---|---|
Distinct (%) | 97.4% |
Missing | 22 |
Missing (%) | 0.4% |
Memory size | 41.7 KiB |
Length
Max length | 75 |
---|---|
Median length | 53 |
Mean length | 24.588146 |
Min length | 3 |
Characters and Unicode
Total characters | 130268 |
---|---|
Distinct characters | 512 |
Distinct categories | 10 ? |
Distinct scripts | 4 ? |
Distinct blocks | 4 ? |
Unique
Unique | 5062 ? |
---|---|
Unique (%) | 95.5% |
Sample
1st row | 부산광역시 수영구 수영동 487-6 |
---|---|
2nd row | 부산광역시 수영구 광안동 감포로 75 |
3rd row | 부산광역시 북구 화명동 대천천길 화명초등학교내 화명초등어린이집 |
4th row | 부산광역시 북구 구포동 시랑로 1216-12 |
5th row | 부산광역시 북구 구포3동 1218-11 |
Value | Count | Frequency (%) |
부산광역시 | 5307 | 20.0% |
연제구 | 642 | 2.4% |
동래구 | 553 | 2.1% |
남구 | 523 | 2.0% |
부산진구 | 522 | 2.0% |
사하구 | 438 | 1.6% |
수영구 | 432 | 1.6% |
북구 | 416 | 1.6% |
해운대구 | 391 | 1.5% |
사상구 | 332 | 1.2% |
Other values (5866) | 17039 |
Most occurring characters
Value | Count | Frequency (%) |
21767 | 16.7% | |
산 | 6538 | 5.0% |
부 | 6161 | 4.7% |
동 | 6149 | 4.7% |
1 | 6066 | 4.7% |
시 | 5621 | 4.3% |
광 | 5528 | 4.2% |
구 | 5486 | 4.2% |
역 | 5330 | 4.1% |
2 | 3685 | 2.8% |
Other values (502) | 57937 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 79249 | |
Decimal Number | 25210 | 19.4% |
Space Separator | 21767 | 16.7% |
Dash Punctuation | 2612 | 2.0% |
Open Punctuation | 467 | 0.4% |
Close Punctuation | 466 | 0.4% |
Other Punctuation | 263 | 0.2% |
Uppercase Letter | 211 | 0.2% |
Lowercase Letter | 15 | < 0.1% |
Math Symbol | 8 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
산 | 6538 | 8.2% |
부 | 6161 | 7.8% |
동 | 6149 | 7.8% |
시 | 5621 | 7.1% |
광 | 5528 | 7.0% |
구 | 5486 | 6.9% |
역 | 5330 | 6.7% |
로 | 3334 | 4.2% |
대 | 1639 | 2.1% |
번 | 1506 | 1.9% |
Other values (456) | 31957 |
Uppercase Letter
Value | Count | Frequency (%) |
A | 35 | |
T | 26 | |
G | 21 | |
P | 20 | |
L | 18 | |
B | 16 | |
S | 16 | |
K | 14 | 6.6% |
F | 10 | 4.7% |
C | 8 | 3.8% |
Other values (7) | 27 |
Decimal Number
Value | Count | Frequency (%) |
1 | 6066 | |
2 | 3685 | |
3 | 2913 | |
4 | 2226 | 8.8% |
0 | 2143 | 8.5% |
5 | 1935 | 7.7% |
6 | 1655 | 6.6% |
8 | 1608 | 6.4% |
7 | 1595 | 6.3% |
9 | 1384 | 5.5% |
Lowercase Letter
Value | Count | Frequency (%) |
a | 3 | |
e | 3 | |
g | 2 | |
l | 2 | |
k | 2 | |
s | 2 | |
i | 1 | 6.7% |
Other Punctuation
Value | Count | Frequency (%) |
, | 126 | |
@ | 89 | |
. | 27 | 10.3% |
/ | 18 | 6.8% |
? | 2 | 0.8% |
& | 1 | 0.4% |
Math Symbol
Value | Count | Frequency (%) |
~ | 7 | |
+ | 1 | 12.5% |
Space Separator
Value | Count | Frequency (%) |
21767 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 2612 |
Open Punctuation
Value | Count | Frequency (%) |
( | 467 |
Close Punctuation
Value | Count | Frequency (%) |
) | 466 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 79247 | |
Common | 50793 | |
Latin | 226 | 0.2% |
Han | 2 | < 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
산 | 6538 | 8.3% |
부 | 6161 | 7.8% |
동 | 6149 | 7.8% |
시 | 5621 | 7.1% |
광 | 5528 | 7.0% |
구 | 5486 | 6.9% |
역 | 5330 | 6.7% |
로 | 3334 | 4.2% |
대 | 1639 | 2.1% |
번 | 1506 | 1.9% |
Other values (454) | 31955 |
Latin
Value | Count | Frequency (%) |
A | 35 | |
T | 26 | |
G | 21 | |
P | 20 | |
L | 18 | |
B | 16 | 7.1% |
S | 16 | 7.1% |
K | 14 | 6.2% |
F | 10 | 4.4% |
C | 8 | 3.5% |
Other values (14) | 42 |
Common
Value | Count | Frequency (%) |
21767 | ||
1 | 6066 | 11.9% |
2 | 3685 | 7.3% |
3 | 2913 | 5.7% |
- | 2612 | 5.1% |
4 | 2226 | 4.4% |
0 | 2143 | 4.2% |
5 | 1935 | 3.8% |
6 | 1655 | 3.3% |
8 | 1608 | 3.2% |
Other values (12) | 4183 | 8.2% |
Han
Value | Count | Frequency (%) |
內 | 1 | |
箚 | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 79243 | |
ASCII | 51019 | |
Compat Jamo | 4 | < 0.1% |
CJK | 2 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
21767 | ||
1 | 6066 | 11.9% |
2 | 3685 | 7.2% |
3 | 2913 | 5.7% |
- | 2612 | 5.1% |
4 | 2226 | 4.4% |
0 | 2143 | 4.2% |
5 | 1935 | 3.8% |
6 | 1655 | 3.2% |
8 | 1608 | 3.2% |
Other values (36) | 4409 | 8.6% |
Hangul
Value | Count | Frequency (%) |
산 | 6538 | 8.3% |
부 | 6161 | 7.8% |
동 | 6149 | 7.8% |
시 | 5621 | 7.1% |
광 | 5528 | 7.0% |
구 | 5486 | 6.9% |
역 | 5330 | 6.7% |
로 | 3334 | 4.2% |
대 | 1639 | 2.1% |
번 | 1506 | 1.9% |
Other values (452) | 31951 |
Compat Jamo
Value | Count | Frequency (%) |
ㄴ | 3 | |
ㅁ | 1 | 25.0% |
CJK
Value | Count | Frequency (%) |
內 | 1 | |
箚 | 1 |
cp_tel
Text
Distinct | 5114 |
---|---|
Distinct (%) | 96.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 41.7 KiB |
Length
Max length | 14 |
---|---|
Median length | 12 |
Mean length | 12.031391 |
Min length | 11 |
Characters and Unicode
Total characters | 64007 |
---|---|
Distinct characters | 18 |
Distinct categories | 6 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 4933 ? |
---|---|
Unique (%) | 92.7% |
Sample
1st row | 051-753-2323 |
---|---|
2nd row | 051-755-5335 |
3rd row | 051-337-7251 |
4th row | 051-338-9067 |
5th row | 051-332-2502 |
Value | Count | Frequency (%) |
051-000-0000 | 15 | 0.3% |
051-810-3941 | 6 | 0.1% |
051 | 4 | 0.1% |
051-506-2771 | 4 | 0.1% |
051-523-7730 | 3 | 0.1% |
051-781-1123 | 3 | 0.1% |
051-851-8845 | 3 | 0.1% |
051-000-000 | 3 | 0.1% |
051-0000-0000 | 3 | 0.1% |
051-754-9797 | 3 | 0.1% |
Other values (5105) | 5276 |
Most occurring characters
Value | Count | Frequency (%) |
- | 10644 | |
5 | 9939 | |
0 | 9416 | |
1 | 8749 | |
2 | 4520 | |
3 | 4107 | 6.4% |
6 | 3793 | 5.9% |
7 | 3689 | 5.8% |
8 | 3547 | 5.5% |
4 | 3150 | 4.9% |
Other values (8) | 2453 | 3.8% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 53333 | |
Dash Punctuation | 10644 | 16.6% |
Other Punctuation | 22 | < 0.1% |
Other Letter | 4 | < 0.1% |
Space Separator | 3 | < 0.1% |
Modifier Symbol | 1 | < 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
5 | 9939 | |
0 | 9416 | |
1 | 8749 | |
2 | 4520 | |
3 | 4107 | |
6 | 3793 | 7.1% |
7 | 3689 | 6.9% |
8 | 3547 | 6.7% |
4 | 3150 | 5.9% |
9 | 2423 | 4.5% |
Other Letter
Value | Count | Frequency (%) |
대 | 1 | |
표 | 1 | |
전 | 1 | |
화 | 1 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 10644 |
Other Punctuation
Value | Count | Frequency (%) |
* | 22 |
Space Separator
Value | Count | Frequency (%) |
3 |
Modifier Symbol
Value | Count | Frequency (%) |
` | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 64003 | |
Hangul | 4 | < 0.1% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
- | 10644 | |
5 | 9939 | |
0 | 9416 | |
1 | 8749 | |
2 | 4520 | |
3 | 4107 | 6.4% |
6 | 3793 | 5.9% |
7 | 3689 | 5.8% |
8 | 3547 | 5.5% |
4 | 3150 | 4.9% |
Other values (4) | 2449 | 3.8% |
Hangul
Value | Count | Frequency (%) |
대 | 1 | |
표 | 1 | |
전 | 1 | |
화 | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 64003 | |
Hangul | 4 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
- | 10644 | |
5 | 9939 | |
0 | 9416 | |
1 | 8749 | |
2 | 4520 | |
3 | 4107 | 6.4% |
6 | 3793 | 5.9% |
7 | 3689 | 5.8% |
8 | 3547 | 5.5% |
4 | 3150 | 4.9% |
Other values (4) | 2449 | 3.8% |
Hangul
Value | Count | Frequency (%) |
대 | 1 | |
표 | 1 | |
전 | 1 | |
화 | 1 |
cp_email
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 24 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 41.7 KiB |
<NA> | |
---|---|
274 | |
bgjahwal@hanmail.net | 2 |
hush0892@gmail.com | 2 |
10000soo@gmail.com | 1 |
Other values (19) | 19 |
Length
Max length | 24 |
---|---|
Median length | 4 |
Mean length | 3.9095865 |
Min length | 1 |
Unique
Unique | 20 ? |
---|---|
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> | 5022 | |
274 | 5.2% | |
bgjahwal@hanmail.net | 2 | < 0.1% |
hush0892@gmail.com | 2 | < 0.1% |
10000soo@gmail.com | 1 | < 0.1% |
sdinsun@gmail.com | 1 | < 0.1% |
subcho@naver.com | 1 | < 0.1% |
artakk@hanmail.net | 1 | < 0.1% |
kmc623@gmail.com | 1 | < 0.1% |
kjhy96@hanmail.net | 1 | < 0.1% |
Other values (14) | 14 | 0.3% |
Length
Value | Count | Frequency (%) |
na | 5022 | |
hush0892@gmail.com | 2 | < 0.1% |
bgjahwal@hanmail.net | 2 | < 0.1% |
kkoo7482@naver.com | 1 | < 0.1% |
gitae1@lycos.co.kr | 1 | < 0.1% |
baromain1@naver.com | 1 | < 0.1% |
megong@daum.net | 1 | < 0.1% |
sudenn1@hanmail.net | 1 | < 0.1% |
na12102 | 1 | < 0.1% |
waterbag@naver.com | 1 | < 0.1% |
Other values (13) | 13 | 0.3% |
cp_emailflag
Boolean
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.3 KiB |
True | |
---|---|
False | 371 |
Value | Count | Frequency (%) |
True | 4949 | |
False | 371 | 7.0% |
cp_info
Text
MISSING
 
Distinct | 153 |
---|---|
Distinct (%) | 4.2% |
Missing | 1692 |
Missing (%) | 31.8% |
Memory size | 41.7 KiB |
Length
Max length | 766 |
---|---|
Median length | 1 |
Mean length | 17.796858 |
Min length | 1 |
Characters and Unicode
Total characters | 64567 |
---|---|
Distinct characters | 592 |
Distinct categories | 13 ? |
Distinct scripts | 3 ? |
Distinct blocks | 7 ? |
Unique
Unique | 127 ? |
---|---|
Unique (%) | 3.5% |
Sample
1st row | |
---|---|
2nd row | P STYLE="MARGIN-LEFT: 40PX" GT;부산광역시태권도협회 소속 체육관 중 희망 체육관 다자녀가정 우대 참여P STYLE="MARGIN-LEFT: 40PX" GT; |
3rd row | |
4th row | |
5th row |
Value | Count | Frequency (%) |
체육관 | 1090 | |
style="margin-left | 1003 | 11.0% |
40px | 658 | 7.2% |
p | 548 | 6.0% |
중 | 546 | 6.0% |
다자녀가정 | 546 | 6.0% |
소속 | 545 | 6.0% |
희망 | 545 | 6.0% |
우대 | 545 | 6.0% |
참여p | 479 | 5.2% |
Other values (1354) | 2629 |
Most occurring characters
Value | Count | Frequency (%) |
12835 | 19.9% | |
T | 2565 | 4.0% |
P | 2095 | 3.2% |
" | 2094 | 3.2% |
E | 2077 | 3.2% |
L | 2063 | 3.2% |
G | 1493 | 2.3% |
0 | 1130 | 1.8% |
육 | 1116 | 1.7% |
체 | 1111 | 1.7% |
Other values (582) | 35988 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 22127 | |
Uppercase Letter | 19930 | |
Space Separator | 12835 | |
Other Punctuation | 4114 | 6.4% |
Decimal Number | 2409 | 3.7% |
Math Symbol | 1972 | 3.1% |
Dash Punctuation | 1061 | 1.6% |
Open Punctuation | 48 | 0.1% |
Close Punctuation | 47 | 0.1% |
Modifier Symbol | 18 | < 0.1% |
Other values (3) | 6 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
육 | 1116 | 5.0% |
체 | 1111 | 5.0% |
관 | 1108 | 5.0% |
다 | 674 | 3.0% |
가 | 621 | 2.8% |
부 | 603 | 2.7% |
시 | 598 | 2.7% |
자 | 595 | 2.7% |
정 | 593 | 2.7% |
대 | 590 | 2.7% |
Other values (523) | 14518 |
Uppercase Letter
Value | Count | Frequency (%) |
T | 2565 | |
P | 2095 | |
E | 2077 | |
L | 2063 | |
G | 1493 | 7.5% |
S | 1089 | 5.5% |
N | 1068 | 5.4% |
A | 1066 | 5.3% |
I | 1051 | 5.3% |
R | 1047 | 5.3% |
Other values (14) | 4316 |
Other Punctuation
Value | Count | Frequency (%) |
" | 2094 | |
: | 1045 | |
; | 600 | 14.6% |
. | 170 | 4.1% |
, | 119 | 2.9% |
/ | 42 | 1.0% |
% | 22 | 0.5% |
! | 11 | 0.3% |
# | 6 | 0.1% |
* | 3 | 0.1% |
Decimal Number
Value | Count | Frequency (%) |
0 | 1130 | |
4 | 1028 | |
1 | 66 | 2.7% |
2 | 48 | 2.0% |
5 | 37 | 1.5% |
3 | 35 | 1.5% |
9 | 21 | 0.9% |
8 | 20 | 0.8% |
6 | 14 | 0.6% |
7 | 10 | 0.4% |
Math Symbol
Value | Count | Frequency (%) |
= | 1047 | |
> | 655 | |
< | 261 | 13.2% |
~ | 7 | 0.4% |
× | 1 | 0.1% |
→ | 1 | 0.1% |
Space Separator
Value | Count | Frequency (%) |
12835 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1061 |
Open Punctuation
Value | Count | Frequency (%) |
( | 48 |
Close Punctuation
Value | Count | Frequency (%) |
) | 47 |
Modifier Symbol
Value | Count | Frequency (%) |
^ | 18 |
Format
Value | Count | Frequency (%) |
| 4 |
Other Symbol
Value | Count | Frequency (%) |
㎡ | 1 |
Other Number
Value | Count | Frequency (%) |
² | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 22510 | |
Hangul | 22127 | |
Latin | 19930 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
육 | 1116 | 5.0% |
체 | 1111 | 5.0% |
관 | 1108 | 5.0% |
다 | 674 | 3.0% |
가 | 621 | 2.8% |
부 | 603 | 2.7% |
시 | 598 | 2.7% |
자 | 595 | 2.7% |
정 | 593 | 2.7% |
대 | 590 | 2.7% |
Other values (523) | 14518 |
Common
Value | Count | Frequency (%) |
12835 | ||
" | 2094 | 9.3% |
0 | 1130 | 5.0% |
- | 1061 | 4.7% |
= | 1047 | 4.7% |
: | 1045 | 4.6% |
4 | 1028 | 4.6% |
> | 655 | 2.9% |
; | 600 | 2.7% |
< | 261 | 1.2% |
Other values (25) | 754 | 3.3% |
Latin
Value | Count | Frequency (%) |
T | 2565 | |
P | 2095 | |
E | 2077 | |
L | 2063 | |
G | 1493 | 7.5% |
S | 1089 | 5.5% |
N | 1068 | 5.4% |
A | 1066 | 5.3% |
I | 1051 | 5.3% |
R | 1047 | 5.3% |
Other values (14) | 4316 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 42430 | |
Hangul | 22113 | |
Compat Jamo | 14 | < 0.1% |
None | 6 | < 0.1% |
Punctuation | 2 | < 0.1% |
CJK Compat | 1 | < 0.1% |
Arrows | 1 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
12835 | ||
T | 2565 | 6.0% |
P | 2095 | 4.9% |
" | 2094 | 4.9% |
E | 2077 | 4.9% |
L | 2063 | 4.9% |
G | 1493 | 3.5% |
0 | 1130 | 2.7% |
S | 1089 | 2.6% |
N | 1068 | 2.5% |
Other values (43) | 13921 |
Hangul
Value | Count | Frequency (%) |
육 | 1116 | 5.0% |
체 | 1111 | 5.0% |
관 | 1108 | 5.0% |
다 | 674 | 3.0% |
가 | 621 | 2.8% |
부 | 603 | 2.7% |
시 | 598 | 2.7% |
자 | 595 | 2.7% |
정 | 593 | 2.7% |
대 | 590 | 2.7% |
Other values (522) | 14504 |
Compat Jamo
Value | Count | Frequency (%) |
ㅇ | 14 |
None
Value | Count | Frequency (%) |
| 4 | |
× | 1 | 16.7% |
² | 1 | 16.7% |
Punctuation
Value | Count | Frequency (%) |
※ | 2 |
CJK Compat
Value | Count | Frequency (%) |
㎡ | 1 |
Arrows
Value | Count | Frequency (%) |
→ | 1 |
cp_woo
Text
Distinct | 2369 |
---|---|
Distinct (%) | 44.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 41.7 KiB |
Length
Max length | 1024 |
---|---|
Median length | 779 |
Mean length | 31.124624 |
Min length | 1 |
Characters and Unicode
Total characters | 165583 |
---|---|
Distinct characters | 595 |
Distinct categories | 14 ? |
Distinct scripts | 4 ? |
Distinct blocks | 10 ? |
Unique
Unique | 2021 ? |
---|---|
Unique (%) | 38.0% |
Sample
1st row | 수강료 10% 할인 |
---|---|
2nd row | P STYLE="MARGIN-LEFT: 40PX" GT;다자녀가정 1인당(부,모,자녀) 수련비 10%내외할인(※중복할인불가)--결번 |
3rd row | 입학금 20% 면제 |
4th row | 공임 20% 할인 |
5th row | 가족목욕 금액 5% 할인 |
Value | Count | Frequency (%) |
할인 | 1946 | 6.8% |
10 | 1392 | 4.9% |
입학금 | 855 | 3.0% |
nbsp | 828 | 2.9% |
652 | 2.3% | |
p | 642 | 2.2% |
면제 | 612 | 2.1% |
20 | 569 | 2.0% |
5 | 540 | 1.9% |
수련비 | 531 | 1.9% |
Other values (3090) | 19971 |
Most occurring characters
Value | Count | Frequency (%) |
24115 | 14.6% | |
0 | 6713 | 4.1% |
인 | 5690 | 3.4% |
할 | 4692 | 2.8% |
% | 4658 | 2.8% |
1 | 4148 | 2.5% |
P | 3822 | 2.3% |
> | 3667 | 2.2% |
B | 3472 | 2.1% |
< | 3404 | 2.1% |
Other values (585) | 101202 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 66929 | |
Uppercase Letter | 29397 | |
Space Separator | 24115 | 14.6% |
Decimal Number | 15619 | 9.4% |
Other Punctuation | 15033 | 9.1% |
Math Symbol | 8566 | 5.2% |
Close Punctuation | 2203 | 1.3% |
Open Punctuation | 2199 | 1.3% |
Dash Punctuation | 1499 | 0.9% |
Format | 13 | < 0.1% |
Other values (4) | 10 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
인 | 5690 | 8.5% |
할 | 4692 | 7.0% |
가 | 2414 | 3.6% |
금 | 2142 | 3.2% |
비 | 2040 | 3.0% |
제 | 1950 | 2.9% |
료 | 1758 | 2.6% |
자 | 1618 | 2.4% |
수 | 1540 | 2.3% |
녀 | 1503 | 2.2% |
Other values (515) | 41582 |
Uppercase Letter
Value | Count | Frequency (%) |
P | 3822 | |
B | 3472 | |
R | 3159 | |
T | 2459 | 8.4% |
S | 2317 | 7.9% |
N | 2303 | 7.8% |
E | 1752 | 6.0% |
L | 1560 | 5.3% |
G | 1125 | 3.8% |
O | 1046 | 3.6% |
Other values (15) | 6382 |
Other Punctuation
Value | Count | Frequency (%) |
% | 4658 | |
, | 2390 | |
" | 2102 | |
; | 1890 | |
. | 1322 | 8.8% |
/ | 856 | 5.7% |
: | 852 | 5.7% |
※ | 542 | 3.6% |
· | 176 | 1.2% |
# | 127 | 0.8% |
Other values (4) | 118 | 0.8% |
Decimal Number
Value | Count | Frequency (%) |
0 | 6713 | |
1 | 4148 | |
2 | 1670 | 10.7% |
5 | 1372 | 8.8% |
4 | 711 | 4.6% |
3 | 542 | 3.5% |
8 | 263 | 1.7% |
6 | 88 | 0.6% |
7 | 62 | 0.4% |
9 | 50 | 0.3% |
Math Symbol
Value | Count | Frequency (%) |
> | 3667 | |
< | 3404 | |
= | 1053 | 12.3% |
~ | 429 | 5.0% |
+ | 7 | 0.1% |
∼ | 3 | < 0.1% |
▷ | 3 | < 0.1% |
Other Number
Value | Count | Frequency (%) |
① | 2 | |
② | 2 | |
③ | 1 |
Close Punctuation
Value | Count | Frequency (%) |
) | 2202 | |
] | 1 | < 0.1% |
Open Punctuation
Value | Count | Frequency (%) |
( | 2198 | |
[ | 1 | < 0.1% |
Modifier Symbol
Value | Count | Frequency (%) |
^ | 2 | |
` | 1 |
Space Separator
Value | Count | Frequency (%) |
24115 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1499 |
Format
Value | Count | Frequency (%) |
| 13 |
Other Symbol
Value | Count | Frequency (%) |
★ | 1 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 69257 | |
Hangul | 66925 | |
Latin | 29397 | |
Han | 4 | < 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
인 | 5690 | 8.5% |
할 | 4692 | 7.0% |
가 | 2414 | 3.6% |
금 | 2142 | 3.2% |
비 | 2040 | 3.0% |
제 | 1950 | 2.9% |
료 | 1758 | 2.6% |
자 | 1618 | 2.4% |
수 | 1540 | 2.3% |
녀 | 1503 | 2.2% |
Other values (511) | 41578 |
Common
Value | Count | Frequency (%) |
24115 | ||
0 | 6713 | 9.7% |
% | 4658 | 6.7% |
1 | 4148 | 6.0% |
> | 3667 | 5.3% |
< | 3404 | 4.9% |
, | 2390 | 3.5% |
) | 2202 | 3.2% |
( | 2198 | 3.2% |
" | 2102 | 3.0% |
Other values (35) | 13660 |
Latin
Value | Count | Frequency (%) |
P | 3822 | |
B | 3472 | |
R | 3159 | |
T | 2459 | 8.4% |
S | 2317 | 7.9% |
N | 2303 | 7.8% |
E | 1752 | 6.0% |
L | 1560 | 5.3% |
G | 1125 | 3.8% |
O | 1046 | 3.6% |
Other values (15) | 6382 |
Han
Value | Count | Frequency (%) |
必 | 1 | |
乍 | 1 | |
無 | 1 | |
大 | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 97911 | |
Hangul | 66914 | |
Punctuation | 542 | 0.3% |
None | 189 | 0.1% |
Compat Jamo | 11 | < 0.1% |
Enclosed Alphanum | 5 | < 0.1% |
CJK | 4 | < 0.1% |
Math Operators | 3 | < 0.1% |
Geometric Shapes | 3 | < 0.1% |
Misc Symbols | 1 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
24115 | ||
0 | 6713 | 6.9% |
% | 4658 | 4.8% |
1 | 4148 | 4.2% |
P | 3822 | 3.9% |
> | 3667 | 3.7% |
B | 3472 | 3.5% |
< | 3404 | 3.5% |
R | 3159 | 3.2% |
T | 2459 | 2.5% |
Other values (51) | 38294 |
Hangul
Value | Count | Frequency (%) |
인 | 5690 | 8.5% |
할 | 4692 | 7.0% |
가 | 2414 | 3.6% |
금 | 2142 | 3.2% |
비 | 2040 | 3.0% |
제 | 1950 | 2.9% |
료 | 1758 | 2.6% |
자 | 1618 | 2.4% |
수 | 1540 | 2.3% |
녀 | 1503 | 2.2% |
Other values (510) | 41567 |
Punctuation
Value | Count | Frequency (%) |
※ | 542 |
None
Value | Count | Frequency (%) |
· | 176 | |
| 13 | 6.9% |
Compat Jamo
Value | Count | Frequency (%) |
ㅇ | 11 |
Math Operators
Value | Count | Frequency (%) |
∼ | 3 |
Geometric Shapes
Value | Count | Frequency (%) |
▷ | 3 |
Enclosed Alphanum
Value | Count | Frequency (%) |
① | 2 | |
② | 2 | |
③ | 1 |
Misc Symbols
Value | Count | Frequency (%) |
★ | 1 |
CJK
Value | Count | Frequency (%) |
必 | 1 | |
乍 | 1 | |
無 | 1 | |
大 | 1 |
cp_state
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 5320 |
---|---|
Missing (%) | 100.0% |
Memory size | 46.9 KiB |
cp_img
Text
MISSING
 
Distinct | 12 |
---|---|
Distinct (%) | 100.0% |
Missing | 5308 |
Missing (%) | 99.8% |
Memory size | 41.7 KiB |
Length
Max length | 23 |
---|---|
Median length | 23 |
Mean length | 21.916667 |
Min length | 12 |
Characters and Unicode
Total characters | 263 |
---|---|
Distinct characters | 22 |
Distinct categories | 5 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 12 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | 274620130424181121.JPG |
---|---|
2nd row | 5171220130424170527.gif |
3rd row | 7563820130424174316.JPG |
4th row | 009_6769.JPG |
5th row | 532820180927182153.jpg |
Value | Count | Frequency (%) |
274620130424181121.jpg | 1 | |
5171220130424170527.gif | 1 | |
7563820130424174316.jpg | 1 | |
009_6769.jpg | 1 | |
532820180927182153.jpg | 1 | |
4970820180927175336.jpg | 1 | |
4545720180927181755.jpg | 1 | |
4733520130424173054.gif | 1 | |
2643120130522163717.gif | 1 | |
6972520130422161432.gif | 1 | |
Other values (2) | 2 |
Most occurring characters
Value | Count | Frequency (%) |
1 | 36 | |
2 | 32 | |
0 | 29 | |
4 | 23 | |
7 | 23 | |
3 | 21 | |
5 | 18 | 6.8% |
6 | 12 | 4.6% |
. | 12 | 4.6% |
8 | 11 | 4.2% |
Other values (12) | 46 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 214 | |
Lowercase Letter | 24 | 9.1% |
Other Punctuation | 12 | 4.6% |
Uppercase Letter | 12 | 4.6% |
Connector Punctuation | 1 | 0.4% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
1 | 36 | |
2 | 32 | |
0 | 29 | |
4 | 23 | |
7 | 23 | |
3 | 21 | |
5 | 18 | |
6 | 12 | 5.6% |
8 | 11 | 5.1% |
9 | 9 | 4.2% |
Lowercase Letter
Value | Count | Frequency (%) |
g | 8 | |
p | 5 | |
j | 5 | |
f | 3 | 12.5% |
i | 3 | 12.5% |
Uppercase Letter
Value | Count | Frequency (%) |
G | 4 | |
P | 3 | |
J | 3 | |
I | 1 | 8.3% |
F | 1 | 8.3% |
Other Punctuation
Value | Count | Frequency (%) |
. | 12 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 227 | |
Latin | 36 | 13.7% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
1 | 36 | |
2 | 32 | |
0 | 29 | |
4 | 23 | |
7 | 23 | |
3 | 21 | |
5 | 18 | |
6 | 12 | 5.3% |
. | 12 | 5.3% |
8 | 11 | 4.8% |
Other values (2) | 10 | 4.4% |
Latin
Value | Count | Frequency (%) |
g | 8 | |
p | 5 | |
j | 5 | |
G | 4 | |
f | 3 | 8.3% |
i | 3 | 8.3% |
P | 3 | 8.3% |
J | 3 | 8.3% |
I | 1 | 2.8% |
F | 1 | 2.8% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 263 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1 | 36 | |
2 | 32 | |
0 | 29 | |
4 | 23 | |
7 | 23 | |
3 | 21 | |
5 | 18 | 6.8% |
6 | 12 | 4.6% |
. | 12 | 4.6% |
8 | 11 | 4.2% |
Other values (12) | 46 |
cp_webflag
Boolean
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.3 KiB |
True | |
---|---|
False |
Value | Count | Frequency (%) |
True | 3465 | |
False | 1855 |
last_load_dttm
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 41.7 KiB |
2021-02-01 06:15:03 |
---|
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021-02-01 06:15:03 |
---|---|
2nd row | 2021-02-01 06:15:03 |
3rd row | 2021-02-01 06:15:03 |
4th row | 2021-02-01 06:15:03 |
5th row | 2021-02-01 06:15:03 |
Common Values
Value | Count | Frequency (%) |
2021-02-01 06:15:03 | 5320 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021-02-01 | 5320 | |
06:15:03 | 5320 |
skey | cp_home | cp_class | cp_hgu | cp_sanum | cp_email | cp_emailflag | cp_img | cp_webflag | |
---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | 0.232 | 0.457 | 0.357 | 0.406 | 0.267 | 0.077 | 1.000 | 0.229 |
cp_home | 0.232 | 1.000 | 0.968 | 0.822 | 0.000 | 0.934 | 0.627 | 1.000 | 0.321 |
cp_class | 0.457 | 0.968 | 1.000 | 0.519 | 0.345 | 0.925 | 0.074 | 1.000 | 0.126 |
cp_hgu | 0.357 | 0.822 | 0.519 | 1.000 | 0.000 | 0.589 | 0.221 | 1.000 | 0.258 |
cp_sanum | 0.406 | 0.000 | 0.345 | 0.000 | 1.000 | 1.000 | 0.329 | NaN | 0.000 |
cp_email | 0.267 | 0.934 | 0.925 | 0.589 | 1.000 | 1.000 | 1.000 | NaN | 0.882 |
cp_emailflag | 0.077 | 0.627 | 0.074 | 0.221 | 0.329 | 1.000 | 1.000 | NaN | 0.368 |
cp_img | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN | NaN | 1.000 | NaN |
cp_webflag | 0.229 | 0.321 | 0.126 | 0.258 | 0.000 | 0.882 | 0.368 | NaN | 1.000 |
cp_email | cp_class | cp_webflag | cp_hgu | cp_emailflag | |
---|---|---|---|---|---|
cp_email | 1.000 | 0.633 | 0.790 | 0.219 | 0.964 |
cp_class | 0.633 | 1.000 | 0.113 | 0.146 | 0.067 |
cp_webflag | 0.790 | 0.113 | 1.000 | 0.231 | 0.240 |
cp_hgu | 0.219 | 0.146 | 0.231 | 1.000 | 0.198 |
cp_emailflag | 0.964 | 0.067 | 0.240 | 0.198 | 1.000 |
skey | cp_class | cp_hgu | cp_email | cp_emailflag | cp_webflag | |
---|---|---|---|---|---|---|
skey | 1.000 | 0.197 | 0.147 | 0.098 | 0.059 | 0.176 |
cp_class | 0.197 | 1.000 | 0.146 | 0.633 | 0.067 | 0.113 |
cp_hgu | 0.147 | 0.146 | 1.000 | 0.219 | 0.198 | 0.231 |
cp_email | 0.098 | 0.633 | 0.219 | 1.000 | 0.964 | 0.790 |
cp_emailflag | 0.059 | 0.067 | 0.198 | 0.964 | 1.000 | 0.240 |
cp_webflag | 0.176 | 0.113 | 0.231 | 0.790 | 0.240 | 1.000 |
skey | cp_compname | cp_home | cp_class | cp_hgu | cp_ceoname | cp_sanum | cp_sidate | cp_addr | cp_tel | cp_email | cp_emailflag | cp_info | cp_woo | cp_state | cp_img | cp_webflag | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 3169007 | 리틀캠퍼스센텀시티학원 | <NA> | 학원 | 수영구 | 방선용 | 0 | 2000-01-01 | 부산광역시 수영구 수영동 487-6 | 051-753-2323 | <NA> | Y | 수강료 10% 할인 | <NA> | <NA> | N | 2021-02-01 06:15:03 | |
1 | 3169008 | 광일체육관 | <NA> | 체육시설 | 수영구 | 박원근 | <NA> | 2015-11-03 | 부산광역시 수영구 광안동 감포로 75 | 051-755-5335 | <NA> | Y | P STYLE="MARGIN-LEFT: 40PX" GT;부산광역시태권도협회 소속 체육관 중 희망 체육관 다자녀가정 우대 참여P STYLE="MARGIN-LEFT: 40PX" GT; | P STYLE="MARGIN-LEFT: 40PX" GT;다자녀가정 1인당(부,모,자녀) 수련비 10%내외할인(※중복할인불가)--결번 | <NA> | <NA> | N | 2021-02-01 06:15:03 |
2 | 3169009 | 화명초등학교부설어린이집 | <NA> | 어린이집 | 북구 | 진수연 | 0 | 2000-01-01 | 부산광역시 북구 화명동 대천천길 화명초등학교내 화명초등어린이집 | 051-337-7251 | <NA> | Y | <NA> | 입학금 20% 면제 | <NA> | <NA> | Y | 2021-02-01 06:15:03 |
3 | 3169010 | 수정카센터 | <NA> | 자동차 | 북구 | 서재식 | 0 | 2000-01-01 | 부산광역시 북구 구포동 시랑로 1216-12 | 051-338-9067 | <NA> | Y | <NA> | 공임 20% 할인 | <NA> | <NA> | Y | 2021-02-01 06:15:03 |
4 | 3169011 | 태양탕 | <NA> | 세탁, 목욕업 | 북구 | 정지현 | 0 | 2000-01-01 | 부산광역시 북구 구포3동 1218-11 | 051-332-2502 | <NA> | Y | <NA> | 가족목욕 금액 5% 할인 | <NA> | <NA> | Y | 2021-02-01 06:15:03 |
5 | 3169012 | 신천지반점 | <NA> | 요식업등 | 북구 | 임희택 | 0 | 2000-01-01 | 부산광역시 북구 구포3동 1237-3 | 051-336-7998 | <NA> | Y | 2만원 이상 결제시 2000원 할인(현금결제, 배달 미해당) | <NA> | <NA> | Y | 2021-02-01 06:15:03 | |
6 | 3169013 | 기장곰장어 | <NA> | 요식업등 | 북구 | 이강섭 | 0 | 2000-01-01 | 부산광역시 북구 구포3동 1260-6 | 051-343-2715 | <NA> | Y | <NA> | 5% 할인 | <NA> | <NA> | Y | 2021-02-01 06:15:03 |
7 | 3169014 | 김진희헤어 | <NA> | 이미용업 | 연제구 | 김순영 | 0 | 2000-01-01 | 부산광역시 연제구 연산4동 587-4 SK뷰APT 상가 102동 1-3호 | 051-316-6613 | <NA> | Y | <NA> | - 미용료 10% 할인 | <NA> | <NA> | N | 2021-02-01 06:15:03 |
8 | 3169015 | 밝은눈안경 | <NA> | 안경 | 사상구 | 박성환 | 0 | 2000-01-01 | 부산광역시 사상구 덕포1동 420-12 | 051-305-5861 | <NA> | Y | 10% 추가 할인 | <NA> | <NA> | N | 2021-02-01 06:15:03 | |
9 | 3169016 | 수마취통증의학과의원 | <NA> | 병의원 | 동래구 | 김광우 | 0 | 2000-01-01 | 부산광역시 금정구 서동로 168 (서동) | 051-524-8900 | <NA> | Y | - 건강보험 본인부담금 10% 할인<BR>탈퇴확인 (2018.10.11.)<BR> | <NA> | <NA> | N | 2021-02-01 06:15:03 |
skey | cp_compname | cp_home | cp_class | cp_hgu | cp_ceoname | cp_sanum | cp_sidate | cp_addr | cp_tel | cp_email | cp_emailflag | cp_info | cp_woo | cp_state | cp_img | cp_webflag | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5310 | 3163756 | 함흥보쌈 | <NA> | 요식업등 | 영도구 | 신일수 | 0 | 2000-01-01 | 부산광역시 영도구 남항로 42 (영선동2가) | 051-416-2342 | <NA> | Y | 5% 할인<BR><BR> | <NA> | <NA> | Y | 2021-02-01 06:15:03 | |
5311 | 3163757 | 부산은행 민락동점 | <NA> | 금융기관 | 수영구 | 김지완 | <NA> | 2000-01-01 | 부산광역시 수영구 민락동 광안해변로 368 | 051-751-4962 | <NA> | Y | 가족사랑통장에 세자녀 모두 등록시 예금금리 0.05~0.15% 추가, 대출금리 0.2% 감면,상해보험 무료가입, 각종 수수료 면제 NBSP; | <NA> | <NA> | Y | 2021-02-01 06:15:03 | |
5312 | 3163758 | 남해숯불갈비 | <NA> | 요식업등 | 영도구 | 최명임 | 0 | 2000-01-01 | 부산광역시 영도구 하나길 572 (신선동2가) | 051-417-5035 | <NA> | Y | 5% 할인<BR><BR> | <NA> | <NA> | Y | 2021-02-01 06:15:03 | |
5313 | 3163759 | (주)파크랜드 부산 수영점 | www.parkland.co.kr | 기타 | 수영구 | 곽국민 | <NA> | 2012-10-01 | 부산광역시 수영구 광안동 수영로 661 | 051-754-3466 | <NA> | Y | <NA> | P>결제금액의 10% 할인(50% 할인 상품제외) </PP>가족사랑카드 소지 가정의 부.모 1인당 연간 정가기준 200만원 한도<BR>부산지역 파크랜드. 프렐린. 제이하스. 오스틴리드.보스트로 총 44개매장 (상설할인점 제외) </PP> NBSP;</PP> NBSP; | <NA> | <NA> | Y | 2021-02-01 06:15:03 |
5314 | 3163760 | 자비유치원 | <NA> | 유치원 | 영도구 | 한미옥 | 0 | 2000-01-01 | 부산광역시 영도구 일산봉로 49 (청학동) | 051-415-1421 | <NA> | Y | 입학금 50% 할인<BR>교육비 10% 할인<BR>식대비 면제<BR> | <NA> | <NA> | Y | 2021-02-01 06:15:03 | |
5315 | 3163761 | 프라임맥전문학원 | <NA> | 학원 | 동래구 | 전용오 | <NA> | 2013-03-19 | 부산광역시 동래구 안락동 명장로 129 (이스트프라자, 502호) | 051-526-0584 | <NA> | Y | <NA> | 10% 할인 | <NA> | <NA> | Y | 2021-02-01 06:15:03 |
5316 | 3163762 | 해맑은어린이집 | <NA> | 어린이집 | 영도구 | 임동은 | 0 | 2000-01-01 | 부산광역시 영도구 청학동 청학남로47번길 20 | 051-413-6992 | <NA> | Y | 차량비 형제 등원시 1명만 부담 NBSP;입학금은 둘째자녀부터 50% 할인 NBSP;셋째자녀부터 면제 | <NA> | <NA> | N | 2021-02-01 06:15:03 | |
5317 | 3163763 | (주)파크랜드 부산 사상점 | www.parkland.co.kr | 기타 | 사상구 | 곽국민 | <NA> | 2012-10-01 | 부산광역시 사상구 괘법동 사상로 227 | 051-315-7772 | <NA> | Y | P GT;결제금액의 10% 할인(50% 할인 상품제외) 가족사랑카드 소지 가정의 부.모 1인당 연간 정가기준 200만원 한도<BR>부산지역 파크랜드. 프렐린. 제이하스. 오스틴리드.보스트로 총 44개매장 (상설할인점 제외) NBSP; NBSP; | <NA> | <NA> | Y | 2021-02-01 06:15:03 | |
5318 | 3163764 | 청동어린이집 | <NA> | 어린이집 | 영도구 | 고금미 | 0 | 2000-01-01 | 부산광역시 영도구 태종로422번길 21-21 (청학동) | 051-412-3042 | <NA> | Y | 입학금 20% 할인 | <NA> | <NA> | Y | 2021-02-01 06:15:03 | |
5319 | 3163765 | 명장아이플러스안경점 | <NA> | 안경 | 동래구 | 정주은 | <NA> | 2015-04-21 | 부산광역시 동래구 명장동 명안로 85 | 051-522-8819 | <NA> | Y | <NA> | 5% 할인 | <NA> | <NA> | Y | 2021-02-01 06:15:03 |