Dataset statistics
Number of variables | 19 |
---|---|
Number of observations | 591 |
Missing cells | 613 |
Missing cells (%) | 5.5% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 92.5 KiB |
Average record size in memory | 160.2 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 9 |
Text | 4 |
Unsupported | 1 |
Dataset
Description | 2021-01-05 |
---|---|
Author | 부산시공공데이터포털 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901054301180000 |
last_load_dttm has constant value "" | Constant |
gugun is highly overall correlated with skey and 10 other fields | High correlation |
atchm_limit_date is highly overall correlated with lng and 6 other fields | High correlation |
data_day is highly overall correlated with skey and 8 other fields | High correlation |
inst_nm is highly overall correlated with skey and 10 other fields | High correlation |
tel is highly overall correlated with skey and 10 other fields | High correlation |
spec is highly overall correlated with skey and 10 other fields | High correlation |
ftrs is highly overall correlated with skey and 10 other fields | High correlation |
skey is highly overall correlated with inst_nm and 5 other fields | High correlation |
instt_code is highly overall correlated with inst_nm and 5 other fields | High correlation |
atchm_nmbr is highly overall correlated with occ_use_fee | High correlation |
occ_use_fee is highly overall correlated with atchm_nmbr and 5 other fields | High correlation |
lng is highly overall correlated with inst_nm and 5 other fields | High correlation |
civil_svc_fee is highly overall correlated with inst_nm and 5 other fields | High correlation |
atchm_limit_date is highly imbalanced (98.2%) | Imbalance |
civil_svc_fee is highly imbalanced (57.3%) | Imbalance |
data_day is highly imbalanced (64.8%) | Imbalance |
addr_road has 18 (3.0%) missing values | Missing |
apr_at has 591 (100.0%) missing values | Missing |
skey has unique values | Unique |
apr_at is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
occ_use_fee has 78 (13.2%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-16 23:11:07.476279 |
---|---|
Analysis finished | 2024-04-16 23:11:11.036483 |
Duration | 3.56 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 591 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5803 |
Minimum | 5508 |
---|---|
Maximum | 6098 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.3 KiB |
Quantile statistics
Minimum | 5508 |
---|---|
5-th percentile | 5537.5 |
Q1 | 5655.5 |
median | 5803 |
Q3 | 5950.5 |
95-th percentile | 6068.5 |
Maximum | 6098 |
Range | 590 |
Interquartile range (IQR) | 295 |
Descriptive statistics
Standard deviation | 170.75128 |
---|---|
Coefficient of variation (CV) | 0.029424656 |
Kurtosis | -1.2 |
Mean | 5803 |
Median Absolute Deviation (MAD) | 148 |
Skewness | 0 |
Sum | 3429573 |
Variance | 29156 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5949 | 1 | 0.2% |
5842 | 1 | 0.2% |
5621 | 1 | 0.2% |
5622 | 1 | 0.2% |
5623 | 1 | 0.2% |
5624 | 1 | 0.2% |
5625 | 1 | 0.2% |
5626 | 1 | 0.2% |
5627 | 1 | 0.2% |
5628 | 1 | 0.2% |
Other values (581) | 581 |
Value | Count | Frequency (%) |
5508 | 1 | |
5509 | 1 | |
5510 | 1 | |
5511 | 1 | |
5512 | 1 | |
5513 | 1 | |
5514 | 1 | |
5515 | 1 | |
5516 | 1 | |
5517 | 1 |
Value | Count | Frequency (%) |
6098 | 1 | |
6097 | 1 | |
6096 | 1 | |
6095 | 1 | |
6094 | 1 | |
6093 | 1 | |
6092 | 1 | |
6091 | 1 | |
6090 | 1 | |
6089 | 1 |
instt_code
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | 2.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3336683.6 |
Minimum | 3250000 |
---|---|
Maximum | 3400000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.3 KiB |
Quantile statistics
Minimum | 3250000 |
---|---|
5-th percentile | 3260000 |
Q1 | 3310000 |
median | 3340000 |
Q3 | 3360000 |
95-th percentile | 3400000 |
Maximum | 3400000 |
Range | 150000 |
Interquartile range (IQR) | 50000 |
Descriptive statistics
Standard deviation | 40436.178 |
---|---|
Coefficient of variation (CV) | 0.012118673 |
Kurtosis | -0.68915486 |
Mean | 3336683.6 |
Median Absolute Deviation (MAD) | 30000 |
Skewness | -0.2605776 |
Sum | 1.97198 × 109 |
Variance | 1.6350845 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3340000 | 117 | |
3310000 | 62 | |
3400000 | 56 | |
3360000 | 54 | |
3350000 | 36 | 6.1% |
3390000 | 31 | 5.2% |
3380000 | 31 | 5.2% |
3270000 | 30 | 5.1% |
3320000 | 30 | 5.1% |
3370000 | 29 | 4.9% |
Other values (6) | 115 |
Value | Count | Frequency (%) |
3250000 | 13 | 2.2% |
3260000 | 19 | 3.2% |
3270000 | 30 | 5.1% |
3280000 | 13 | 2.2% |
3290000 | 28 | 4.7% |
3300000 | 19 | 3.2% |
3310000 | 62 | |
3320000 | 30 | 5.1% |
3330000 | 23 | 3.9% |
3340000 | 117 |
Value | Count | Frequency (%) |
3400000 | 56 | |
3390000 | 31 | 5.2% |
3380000 | 31 | 5.2% |
3370000 | 29 | 4.9% |
3360000 | 54 | |
3350000 | 36 | 6.1% |
3340000 | 117 | |
3330000 | 23 | 3.9% |
3320000 | 30 | 5.1% |
3310000 | 62 |
inst_nm
Categorical
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.7 KiB |
부산광역시 사하구청 | |
---|---|
부산광역시 남구청 | |
부산광역시 기장군청 | |
부산광역시 강서구청 | |
부산광역시 사상구청 | |
Other values (13) |
Length
Max length | 11 |
---|---|
Median length | 10 |
Mean length | 9.786802 |
Min length | 4 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | 부산광역시 사하구청 |
---|---|
2nd row | 부산광역시 사하구청 |
3rd row | 부산광역시 사하구청 |
4th row | 부산광역시 사하구청 |
5th row | 부산광역시 사하구청 |
Common Values
Value | Count | Frequency (%) |
부산광역시 사하구청 | 117 | |
부산광역시 남구청 | 62 | |
부산광역시 기장군청 | 56 | |
부산광역시 강서구청 | 54 | |
부산광역시 사상구청 | 31 | 5.2% |
부산광역시 수영구청 | 31 | 5.2% |
부산광역시 동구청 | 30 | 5.1% |
부산광역시 북구청 | 30 | 5.1% |
부산광역시 부산진구청 | 28 | 4.7% |
부산광역시 연제구청 | 28 | 4.7% |
Other values (8) | 124 |
Length
Value | Count | Frequency (%) |
부산광역시 | 573 | |
사하구청 | 117 | 9.9% |
남구청 | 62 | 5.2% |
기장군청 | 56 | 4.7% |
강서구청 | 54 | 4.6% |
사상구청 | 31 | 2.6% |
수영구청 | 31 | 2.6% |
동구청 | 30 | 2.5% |
북구청 | 30 | 2.5% |
연제구청 | 28 | 2.4% |
Other values (10) | 169 | 14.3% |
admns_nm
Text
Distinct | 144 |
---|---|
Distinct (%) | 24.4% |
Missing | 1 |
Missing (%) | 0.2% |
Memory size | 4.7 KiB |
Value | Count | Frequency (%) |
녹산동 | 28 | 4.7% |
신평동 | 26 | 4.4% |
하단동 | 24 | 4.1% |
정관읍 | 23 | 3.9% |
기장읍 | 18 | 3.1% |
다대동 | 18 | 3.1% |
괴정동 | 17 | 2.9% |
명지1동 | 15 | 2.5% |
당리동 | 12 | 2.0% |
대연제3동 | 12 | 2.0% |
Other values (134) | 397 |
Most occurring characters
Value | Count | Frequency (%) |
동 | 545 | |
1 | 90 | 4.3% |
제 | 81 | 3.9% |
2 | 61 | 2.9% |
대 | 60 | 2.9% |
산 | 50 | 2.4% |
읍 | 48 | 2.3% |
정 | 46 | 2.2% |
연 | 46 | 2.2% |
장 | 45 | 2.2% |
Other values (96) | 1013 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1848 | |
Decimal Number | 234 | 11.2% |
Space Separator | 3 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 545 | |
제 | 81 | 4.4% |
대 | 60 | 3.2% |
산 | 50 | 2.7% |
읍 | 48 | 2.6% |
정 | 46 | 2.5% |
연 | 46 | 2.5% |
장 | 45 | 2.4% |
천 | 38 | 2.1% |
신 | 36 | 1.9% |
Other values (87) | 853 |
Decimal Number
Value | Count | Frequency (%) |
1 | 90 | |
2 | 61 | |
3 | 39 | |
4 | 23 | 9.8% |
6 | 8 | 3.4% |
9 | 8 | 3.4% |
8 | 3 | 1.3% |
5 | 2 | 0.9% |
Space Separator
Value | Count | Frequency (%) |
3 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1848 | |
Common | 237 | 11.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 545 | |
제 | 81 | 4.4% |
대 | 60 | 3.2% |
산 | 50 | 2.7% |
읍 | 48 | 2.6% |
정 | 46 | 2.5% |
연 | 46 | 2.5% |
장 | 45 | 2.4% |
천 | 38 | 2.1% |
신 | 36 | 1.9% |
Other values (87) | 853 |
Common
Value | Count | Frequency (%) |
1 | 90 | |
2 | 61 | |
3 | 39 | |
4 | 23 | 9.7% |
6 | 8 | 3.4% |
9 | 8 | 3.4% |
3 | 1.3% | |
8 | 3 | 1.3% |
5 | 2 | 0.8% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1848 | |
ASCII | 237 | 11.4% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
동 | 545 | |
제 | 81 | 4.4% |
대 | 60 | 3.2% |
산 | 50 | 2.7% |
읍 | 48 | 2.6% |
정 | 46 | 2.5% |
연 | 46 | 2.5% |
장 | 45 | 2.4% |
천 | 38 | 2.1% |
신 | 36 | 1.9% |
Other values (87) | 853 |
ASCII
Value | Count | Frequency (%) |
1 | 90 | |
2 | 61 | |
3 | 39 | |
4 | 23 | 9.7% |
6 | 8 | 3.4% |
9 | 8 | 3.4% |
3 | 1.3% | |
8 | 3 | 1.3% |
5 | 2 | 0.8% |
spot
Text
Distinct | 539 |
---|---|
Distinct (%) | 91.4% |
Missing | 1 |
Missing (%) | 0.2% |
Memory size | 4.7 KiB |
Length
Max length | 28 |
---|---|
Median length | 22 |
Mean length | 11.898305 |
Min length | 3 |
Characters and Unicode
Total characters | 7020 |
---|---|
Distinct characters | 395 |
Distinct categories | 9 ? |
Distinct scripts | 4 ? |
Distinct blocks | 3 ? |
Unique
Unique | 500 ? |
---|---|
Unique (%) | 84.7% |
Sample
1st row | 장림동원아파트사거리 교통섬(화진볼트) |
---|---|
2nd row | 장림동원아파트사거리 교통섬(Speed mate) |
3rd row | 하남초교 |
4th row | 부산은행 앞 교통섬 |
5th row | 감천삼거리 |
Value | Count | Frequency (%) |
앞 | 125 | 9.2% |
옆 | 52 | 3.8% |
맞은편 | 30 | 2.2% |
입구 | 29 | 2.1% |
사거리 | 26 | 1.9% |
삼거리 | 18 | 1.3% |
쪽 | 14 | 1.0% |
건너편 | 13 | 1.0% |
횡단보도 | 13 | 1.0% |
옹벽 | 9 | 0.7% |
Other values (726) | 1036 |
Most occurring characters
Value | Count | Frequency (%) |
827 | 11.8% | |
) | 205 | 2.9% |
( | 205 | 2.9% |
앞 | 171 | 2.4% |
동 | 168 | 2.4% |
리 | 154 | 2.2% |
구 | 134 | 1.9% |
거 | 132 | 1.9% |
대 | 129 | 1.8% |
로 | 110 | 1.6% |
Other values (385) | 4785 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 5465 | |
Space Separator | 827 | 11.8% |
Decimal Number | 219 | 3.1% |
Close Punctuation | 205 | 2.9% |
Open Punctuation | 205 | 2.9% |
Uppercase Letter | 55 | 0.8% |
Dash Punctuation | 16 | 0.2% |
Lowercase Letter | 16 | 0.2% |
Other Punctuation | 12 | 0.2% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
앞 | 171 | 3.1% |
동 | 168 | 3.1% |
리 | 154 | 2.8% |
구 | 134 | 2.5% |
거 | 132 | 2.4% |
대 | 129 | 2.4% |
로 | 110 | 2.0% |
교 | 109 | 2.0% |
아 | 100 | 1.8% |
사 | 98 | 1.8% |
Other values (341) | 4160 |
Uppercase Letter
Value | Count | Frequency (%) |
G | 8 | |
K | 7 | |
L | 6 | |
S | 6 | |
I | 5 | |
T | 5 | |
P | 3 | 5.5% |
A | 3 | 5.5% |
C | 3 | 5.5% |
B | 2 | 3.6% |
Other values (5) | 7 |
Decimal Number
Value | Count | Frequency (%) |
2 | 66 | |
1 | 51 | |
3 | 28 | |
0 | 19 | 8.7% |
4 | 13 | 5.9% |
6 | 10 | 4.6% |
9 | 10 | 4.6% |
5 | 9 | 4.1% |
7 | 8 | 3.7% |
8 | 5 | 2.3% |
Lowercase Letter
Value | Count | Frequency (%) |
e | 4 | |
t | 3 | |
m | 2 | |
h | 1 | 6.2% |
d | 1 | 6.2% |
k | 1 | 6.2% |
c | 1 | 6.2% |
n | 1 | 6.2% |
a | 1 | 6.2% |
p | 1 | 6.2% |
Other Punctuation
Value | Count | Frequency (%) |
@ | 5 | |
. | 3 | |
, | 2 | 16.7% |
/ | 1 | 8.3% |
: | 1 | 8.3% |
Space Separator
Value | Count | Frequency (%) |
827 |
Close Punctuation
Value | Count | Frequency (%) |
) | 205 |
Open Punctuation
Value | Count | Frequency (%) |
( | 205 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 16 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 5463 | |
Common | 1484 | 21.1% |
Latin | 71 | 1.0% |
Han | 2 | < 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
앞 | 171 | 3.1% |
동 | 168 | 3.1% |
리 | 154 | 2.8% |
구 | 134 | 2.5% |
거 | 132 | 2.4% |
대 | 129 | 2.4% |
로 | 110 | 2.0% |
교 | 109 | 2.0% |
아 | 100 | 1.8% |
사 | 98 | 1.8% |
Other values (340) | 4158 |
Latin
Value | Count | Frequency (%) |
G | 8 | 11.3% |
K | 7 | 9.9% |
L | 6 | 8.5% |
S | 6 | 8.5% |
I | 5 | 7.0% |
T | 5 | 7.0% |
e | 4 | 5.6% |
t | 3 | 4.2% |
P | 3 | 4.2% |
A | 3 | 4.2% |
Other values (15) | 21 |
Common
Value | Count | Frequency (%) |
827 | ||
) | 205 | 13.8% |
( | 205 | 13.8% |
2 | 66 | 4.4% |
1 | 51 | 3.4% |
3 | 28 | 1.9% |
0 | 19 | 1.3% |
- | 16 | 1.1% |
4 | 13 | 0.9% |
6 | 10 | 0.7% |
Other values (9) | 44 | 3.0% |
Han
Value | Count | Frequency (%) |
區 | 2 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 5463 | |
ASCII | 1555 | 22.2% |
CJK | 2 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
827 | ||
) | 205 | 13.2% |
( | 205 | 13.2% |
2 | 66 | 4.2% |
1 | 51 | 3.3% |
3 | 28 | 1.8% |
0 | 19 | 1.2% |
- | 16 | 1.0% |
4 | 13 | 0.8% |
6 | 10 | 0.6% |
Other values (34) | 115 | 7.4% |
Hangul
Value | Count | Frequency (%) |
앞 | 171 | 3.1% |
동 | 168 | 3.1% |
리 | 154 | 2.8% |
구 | 134 | 2.5% |
거 | 132 | 2.4% |
대 | 129 | 2.4% |
로 | 110 | 2.0% |
교 | 109 | 2.0% |
아 | 100 | 1.8% |
사 | 98 | 1.8% |
Other values (340) | 4158 |
CJK
Value | Count | Frequency (%) |
區 | 2 |
addr_road
Text
MISSING
 
Distinct | 431 |
---|---|
Distinct (%) | 75.2% |
Missing | 18 |
Missing (%) | 3.0% |
Memory size | 4.7 KiB |
Length
Max length | 250 |
---|---|
Median length | 249 |
Mean length | 125.10471 |
Min length | 6 |
Characters and Unicode
Total characters | 71685 |
---|---|
Distinct characters | 212 |
Distinct categories | 8 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 338 ? |
---|---|
Unique (%) | 59.0% |
Sample
1st row | 부산광역시 사하구 장림동 1118-32 |
---|---|
2nd row | 부산광역시 사하구 장림동 1118-32 |
3rd row | 부산광역시 사하구 신평동 1181-25 |
4th row | 부산광역시 사하구 신평동 1181-25 |
5th row | 부산광역시 사하구 감천동 824-13 |
Value | Count | Frequency (%) |
부산광역시 | 562 | 23.2% |
사하구 | 117 | 4.8% |
기장군 | 56 | 2.3% |
강서구 | 54 | 2.2% |
남구 | 49 | 2.0% |
금정구 | 32 | 1.3% |
수영구 | 31 | 1.3% |
사상구 | 31 | 1.3% |
북구 | 30 | 1.2% |
동구 | 30 | 1.2% |
Other values (641) | 1434 |
Most occurring characters
Value | Count | Frequency (%) |
62172 | ||
산 | 586 | 0.8% |
광 | 583 | 0.8% |
부 | 576 | 0.8% |
시 | 570 | 0.8% |
역 | 565 | 0.8% |
구 | 534 | 0.7% |
1 | 508 | 0.7% |
동 | 436 | 0.6% |
2 | 330 | 0.5% |
Other values (202) | 4825 | 6.7% |
Most occurring categories
Value | Count | Frequency (%) |
Space Separator | 62172 | |
Other Letter | 6908 | 9.6% |
Decimal Number | 2232 | 3.1% |
Dash Punctuation | 280 | 0.4% |
Close Punctuation | 42 | 0.1% |
Open Punctuation | 42 | 0.1% |
Other Punctuation | 7 | < 0.1% |
Math Symbol | 2 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
산 | 586 | 8.5% |
광 | 583 | 8.4% |
부 | 576 | 8.3% |
시 | 570 | 8.3% |
역 | 565 | 8.2% |
구 | 534 | 7.7% |
동 | 436 | 6.3% |
로 | 223 | 3.2% |
사 | 161 | 2.3% |
대 | 160 | 2.3% |
Other values (186) | 2514 |
Decimal Number
Value | Count | Frequency (%) |
1 | 508 | |
2 | 330 | |
3 | 247 | |
7 | 209 | |
5 | 195 | 8.7% |
4 | 186 | 8.3% |
8 | 161 | 7.2% |
0 | 152 | 6.8% |
6 | 125 | 5.6% |
9 | 119 | 5.3% |
Space Separator
Value | Count | Frequency (%) |
62172 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 280 |
Close Punctuation
Value | Count | Frequency (%) |
) | 42 |
Open Punctuation
Value | Count | Frequency (%) |
( | 42 |
Other Punctuation
Value | Count | Frequency (%) |
, | 7 |
Math Symbol
Value | Count | Frequency (%) |
~ | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 64777 | |
Hangul | 6908 | 9.6% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
산 | 586 | 8.5% |
광 | 583 | 8.4% |
부 | 576 | 8.3% |
시 | 570 | 8.3% |
역 | 565 | 8.2% |
구 | 534 | 7.7% |
동 | 436 | 6.3% |
로 | 223 | 3.2% |
사 | 161 | 2.3% |
대 | 160 | 2.3% |
Other values (186) | 2514 |
Common
Value | Count | Frequency (%) |
62172 | ||
1 | 508 | 0.8% |
2 | 330 | 0.5% |
- | 280 | 0.4% |
3 | 247 | 0.4% |
7 | 209 | 0.3% |
5 | 195 | 0.3% |
4 | 186 | 0.3% |
8 | 161 | 0.2% |
0 | 152 | 0.2% |
Other values (6) | 337 | 0.5% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 64777 | |
Hangul | 6908 | 9.6% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
62172 | ||
1 | 508 | 0.8% |
2 | 330 | 0.5% |
- | 280 | 0.4% |
3 | 247 | 0.4% |
7 | 209 | 0.3% |
5 | 195 | 0.3% |
4 | 186 | 0.3% |
8 | 161 | 0.2% |
0 | 152 | 0.2% |
Other values (6) | 337 | 0.5% |
Hangul
Value | Count | Frequency (%) |
산 | 586 | 8.5% |
광 | 583 | 8.4% |
부 | 576 | 8.3% |
시 | 570 | 8.3% |
역 | 565 | 8.2% |
구 | 534 | 7.7% |
동 | 436 | 6.3% |
로 | 223 | 3.2% |
사 | 161 | 2.3% |
대 | 160 | 2.3% |
Other values (186) | 2514 |
ftrs
Categorical
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.7 KiB |
탱탱걸이(우측고정) | |
---|---|
탱탱이 걸이식(좌측고정) | |
접철식 | |
탱탱이걸이형(좌측고정) | |
탱탱이 | |
Other values (20) |
Length
Max length | 13 |
---|---|
Median length | 11 |
Mean length | 7.6818951 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.3% |
Sample
1st row | 탱탱걸이(우측고정) |
---|---|
2nd row | 탱탱걸이(우측고정) |
3rd row | 탱탱걸이(우측고정) |
4th row | 탱탱걸이(우측고정) |
5th row | 탱탱걸이(우측고정) |
Common Values
Value | Count | Frequency (%) |
탱탱걸이(우측고정) | 117 | |
탱탱이 걸이식(좌측고정) | 62 | |
접철식 | 56 | |
탱탱이걸이형(좌측고정) | 52 | |
탱탱이 | 44 | 7.4% |
탱탱걸이식 | 31 | 5.2% |
탱탱걸이방식 | 31 | 5.2% |
반자동접이형 | 30 | 5.1% |
탱탱걸이 | 28 | 4.7% |
탱탱걸이식(우측고정) | 28 | 4.7% |
Other values (15) | 112 |
Length
Value | Count | Frequency (%) |
탱탱이 | 119 | |
탱탱걸이(우측고정 | 117 | |
걸이식(좌측고정 | 62 | |
접철식 | 56 | |
탱탱이걸이형(좌측고정 | 52 | |
탱탱걸이식 | 31 | 4.7% |
탱탱걸이방식 | 31 | 4.7% |
반자동접이형 | 30 | 4.5% |
탱탱걸이 | 28 | 4.2% |
탱탱걸이식(우측고정 | 28 | 4.2% |
Other values (15) | 112 |
spec
Categorical
HIGH CORRELATION
 
Distinct | 37 |
---|---|
Distinct (%) | 6.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.7 KiB |
5.5*0.7 | |
---|---|
6*0.9 | |
6.2*0.9 | |
6*0.8 | |
6.0*0.7 | |
Other values (32) |
Length
Max length | 10 |
---|---|
Median length | 7 |
Mean length | 6.4247039 |
Min length | 4 |
Unique
Unique | 10 ? |
---|---|
Unique (%) | 1.7% |
Sample
1st row | 5.5*0.7 |
---|---|
2nd row | 5.5*0.7 |
3rd row | 5.5*0.7 |
4th row | 5.5*0.7 |
5th row | 6*0.9 |
Common Values
Value | Count | Frequency (%) |
5.5*0.7 | 108 | |
6*0.9 | 105 | |
6.2*0.9 | 56 | |
6*0.8 | 56 | |
6.0*0.7 | 55 | |
6*0.7 | 28 | 4.7% |
7.0*0.9 | 22 | 3.7% |
5.9*0.9 | 16 | 2.7% |
6.5*0.9 | 15 | 2.5% |
4.7*0.7 | 15 | 2.5% |
Other values (27) | 115 |
Length
Value | Count | Frequency (%) |
5.5*0.7 | 108 | |
6*0.9 | 105 | |
6.2*0.9 | 56 | |
6*0.8 | 56 | |
6.0*0.7 | 55 | |
6*0.7 | 28 | 4.7% |
7.0*0.9 | 22 | 3.7% |
5.9*0.9 | 16 | 2.7% |
5.8*0.9 | 15 | 2.5% |
6.5*0.9 | 15 | 2.5% |
Other values (27) | 115 |
atchm_nmbr
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 2.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.3688663 |
Minimum | 0 |
---|---|
Maximum | 18 |
Zeros | 1 |
Zeros (%) | 0.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 5 |
Q3 | 6 |
95-th percentile | 10 |
Maximum | 18 |
Range | 18 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.6068967 |
---|---|
Coefficient of variation (CV) | 0.59669866 |
Kurtosis | 3.2127051 |
Mean | 4.3688663 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 1.0142194 |
Sum | 2582 |
Variance | 6.7959104 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 222 | |
1 | 134 | |
6 | 111 | |
2 | 30 | 5.1% |
3 | 29 | 4.9% |
4 | 23 | 3.9% |
10 | 19 | 3.2% |
7 | 6 | 1.0% |
15 | 6 | 1.0% |
12 | 5 | 0.8% |
Other values (4) | 6 | 1.0% |
Value | Count | Frequency (%) |
0 | 1 | 0.2% |
1 | 134 | |
2 | 30 | 5.1% |
3 | 29 | 4.9% |
4 | 23 | 3.9% |
5 | 222 | |
6 | 111 | |
7 | 6 | 1.0% |
8 | 3 | 0.5% |
9 | 1 | 0.2% |
Value | Count | Frequency (%) |
18 | 1 | 0.2% |
15 | 6 | 1.0% |
12 | 5 | 0.8% |
10 | 19 | 3.2% |
9 | 1 | 0.2% |
8 | 3 | 0.5% |
7 | 6 | 1.0% |
6 | 111 | |
5 | 222 | |
4 | 23 | 3.9% |
atchm_limit_date
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.7 KiB |
10 | |
---|---|
0 | 1 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 1.998308 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | 10 |
---|---|
2nd row | 10 |
3rd row | 10 |
4th row | 10 |
5th row | 10 |
Common Values
Value | Count | Frequency (%) |
10 | 590 | |
0 | 1 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
10 | 590 | |
0 | 1 | 0.2% |
civil_svc_fee
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.7 KiB |
10000 | |
---|---|
0 | |
5000 | 28 |
28900 | 10 |
21500 | 7 |
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 4.4923858 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 10000 |
---|---|
2nd row | 10000 |
3rd row | 10000 |
4th row | 10000 |
5th row | 10000 |
Common Values
Value | Count | Frequency (%) |
10000 | 478 | |
0 | 68 | 11.5% |
5000 | 28 | 4.7% |
28900 | 10 | 1.7% |
21500 | 7 | 1.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
10000 | 478 | |
0 | 68 | 11.5% |
5000 | 28 | 4.7% |
28900 | 10 | 1.7% |
21500 | 7 | 1.2% |
occ_use_fee
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 19 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2183.6887 |
Minimum | 0 |
---|---|
Maximum | 16200 |
Zeros | 78 |
Zeros (%) | 13.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1100 |
median | 1560 |
Q3 | 1620 |
95-th percentile | 12600 |
Maximum | 16200 |
Range | 16200 |
Interquartile range (IQR) | 520 |
Descriptive statistics
Standard deviation | 3612.6384 |
---|---|
Coefficient of variation (CV) | 1.6543743 |
Kurtosis | 8.9546468 |
Mean | 2183.6887 |
Median Absolute Deviation (MAD) | 410 |
Skewness | 3.2147012 |
Sum | 1290560 |
Variance | 13051156 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1620 | 178 | |
1150 | 108 | |
0 | 78 | |
720 | 48 | 8.1% |
1260 | 36 | 6.1% |
1560 | 31 | 5.2% |
1890 | 26 | 4.4% |
16200 | 25 | 4.2% |
12600 | 19 | 3.2% |
980 | 15 | 2.5% |
Other values (9) | 27 | 4.6% |
Value | Count | Frequency (%) |
0 | 78 | |
720 | 48 | |
980 | 15 | 2.5% |
1050 | 7 | 1.2% |
1150 | 108 | |
1260 | 36 | 6.1% |
1420 | 1 | 0.2% |
1470 | 1 | 0.2% |
1530 | 1 | 0.2% |
1560 | 31 | 5.2% |
Value | Count | Frequency (%) |
16200 | 25 | 4.2% |
12600 | 19 | 3.2% |
1890 | 26 | 4.4% |
1830 | 1 | 0.2% |
1780 | 1 | 0.2% |
1755 | 2 | 0.3% |
1750 | 12 | 2.0% |
1620 | 178 | |
1590 | 1 | 0.2% |
1560 | 31 | 5.2% |
tel
Categorical
HIGH CORRELATION
 
Distinct | 19 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.7 KiB |
051-220-4715 | |
---|---|
051-607-4626 | |
051-709-4626 | |
051-970-4281 | |
051-310-4621 | |
Other values (14) |
Length
Max length | 12 |
---|---|
Median length | 12 |
Mean length | 11.986464 |
Min length | 4 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | 051-220-4715 |
---|---|
2nd row | 051-220-4715 |
3rd row | 051-220-4715 |
4th row | 051-220-4715 |
5th row | 051-220-4715 |
Common Values
Value | Count | Frequency (%) |
051-220-4715 | 117 | |
051-607-4626 | 62 | |
051-709-4626 | 56 | |
051-970-4281 | 54 | |
051-310-4621 | 31 | 5.2% |
051-610-4625 | 31 | 5.2% |
051-440-4625 | 30 | 5.1% |
051-309-4625 | 30 | 5.1% |
051-605-4629 | 28 | 4.7% |
051-665-4621 | 28 | 4.7% |
Other values (9) | 124 |
Length
Value | Count | Frequency (%) |
051-220-4715 | 117 | |
051-607-4626 | 62 | |
051-709-4626 | 56 | |
051-970-4281 | 54 | |
051-310-4621 | 31 | 5.2% |
051-610-4625 | 31 | 5.2% |
051-440-4625 | 30 | 5.1% |
051-309-4625 | 30 | 5.1% |
051-665-4621 | 28 | 4.7% |
051-605-4629 | 28 | 4.7% |
Other values (9) | 124 |
gugun
Categorical
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.7 KiB |
부산광역시 사하구 | |
---|---|
부산광역시 남구 | |
부산광역시 기장군 | |
부산광역시 강서구 | |
부산광역시 금정구 | |
Other values (12) |
Length
Max length | 10 |
---|---|
Median length | 9 |
Mean length | 8.8172589 |
Min length | 4 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | 부산광역시 사하구 |
---|---|
2nd row | 부산광역시 사하구 |
3rd row | 부산광역시 사하구 |
4th row | 부산광역시 사하구 |
5th row | 부산광역시 사하구 |
Common Values
Value | Count | Frequency (%) |
부산광역시 사하구 | 117 | |
부산광역시 남구 | 62 | |
부산광역시 기장군 | 56 | |
부산광역시 강서구 | 54 | |
부산광역시 금정구 | 36 | 6.1% |
부산광역시 사상구 | 31 | 5.2% |
부산광역시 수영구 | 31 | 5.2% |
부산광역시 북구 | 30 | 5.1% |
부산광역시 동구 | 30 | 5.1% |
부산광역시 연제구 | 28 | 4.7% |
Other values (7) | 116 |
Length
Value | Count | Frequency (%) |
부산광역시 | 590 | |
사하구 | 117 | 9.9% |
남구 | 62 | 5.2% |
기장군 | 56 | 4.7% |
강서구 | 54 | 4.6% |
금정구 | 36 | 3.0% |
사상구 | 31 | 2.6% |
수영구 | 31 | 2.6% |
동구 | 30 | 2.5% |
북구 | 30 | 2.5% |
Other values (8) | 144 | 12.2% |
data_day
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.7 KiB |
2020-07-31 | |
---|---|
2020-08-25 | 31 |
2020-08-27 | 28 |
2020-08-26 | 23 |
<NA> | 1 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 9.9898477 |
Min length | 4 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | 2020-07-31 |
---|---|
2nd row | 2020-07-31 |
3rd row | 2020-07-31 |
4th row | 2020-07-31 |
5th row | 2020-07-31 |
Common Values
Value | Count | Frequency (%) |
2020-07-31 | 508 | |
2020-08-25 | 31 | 5.2% |
2020-08-27 | 28 | 4.7% |
2020-08-26 | 23 | 3.9% |
<NA> | 1 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020-07-31 | 508 | |
2020-08-25 | 31 | 5.2% |
2020-08-27 | 28 | 4.7% |
2020-08-26 | 23 | 3.9% |
na | 1 | 0.2% |
lat
Text
Distinct | 446 |
---|---|
Distinct (%) | 75.6% |
Missing | 1 |
Missing (%) | 0.2% |
Memory size | 4.7 KiB |
Length
Max length | 13 |
---|---|
Median length | 9 |
Mean length | 9.2915254 |
Min length | 6 |
Characters and Unicode
Total characters | 5482 |
---|---|
Distinct characters | 12 |
Distinct categories | 3 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 345 ? |
---|---|
Unique (%) | 58.5% |
Sample
1st row | 35.083096 |
---|---|
2nd row | 35.083096 |
3rd row | 35.094272 |
4th row | 35.094272 |
5th row | 35.093709 |
Value | Count | Frequency (%) |
35.115393 | 5 | 0.8% |
35.098895 | 4 | 0.7% |
35.085483 | 4 | 0.7% |
35.103451 | 4 | 0.7% |
35.100625 | 4 | 0.7% |
35.094272 | 4 | 0.7% |
35.083096 | 4 | 0.7% |
35.057293 | 4 | 0.7% |
35.1288896 | 4 | 0.7% |
35.115294 | 4 | 0.7% |
Other values (436) | 549 |
Most occurring characters
Value | Count | Frequency (%) |
3 | 948 | |
5 | 877 | |
1 | 628 | |
. | 591 | |
2 | 396 | |
0 | 390 | |
9 | 346 | 6.3% |
8 | 342 | 6.2% |
6 | 329 | 6.0% |
4 | 295 | 5.4% |
Other values (2) | 340 | 6.2% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 4838 | |
Other Punctuation | 591 | 10.8% |
Space Separator | 53 | 1.0% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
3 | 948 | |
5 | 877 | |
1 | 628 | |
2 | 396 | |
0 | 390 | |
9 | 346 | 7.2% |
8 | 342 | 7.1% |
6 | 329 | 6.8% |
4 | 295 | 6.1% |
7 | 287 | 5.9% |
Other Punctuation
Value | Count | Frequency (%) |
. | 591 |
Space Separator
Value | Count | Frequency (%) |
53 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 5482 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
3 | 948 | |
5 | 877 | |
1 | 628 | |
. | 591 | |
2 | 396 | |
0 | 390 | |
9 | 346 | 6.3% |
8 | 342 | 6.2% |
6 | 329 | 6.0% |
4 | 295 | 5.4% |
Other values (2) | 340 | 6.2% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 5482 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
3 | 948 | |
5 | 877 | |
1 | 628 | |
. | 591 | |
2 | 396 | |
0 | 390 | |
9 | 346 | 6.3% |
8 | 342 | 6.2% |
6 | 329 | 6.0% |
4 | 295 | 5.4% |
Other values (2) | 340 | 6.2% |
lng
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 446 |
---|---|
Distinct (%) | 75.6% |
Missing | 1 |
Missing (%) | 0.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 129.04211 |
Minimum | 127.46873 |
---|---|
Maximum | 129.28274 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.3 KiB |
Quantile statistics
Minimum | 127.46873 |
---|---|
5-th percentile | 128.88135 |
Q1 | 128.9806 |
median | 129.04841 |
Q3 | 129.09972 |
95-th percentile | 129.20134 |
Maximum | 129.28274 |
Range | 1.814011 |
Interquartile range (IQR) | 0.11912855 |
Descriptive statistics
Standard deviation | 0.10820848 |
---|---|
Coefficient of variation (CV) | 0.00083855166 |
Kurtosis | 74.928633 |
Mean | 129.04211 |
Median Absolute Deviation (MAD) | 0.0591885 |
Skewness | -5.1898689 |
Sum | 76134.848 |
Variance | 0.011709075 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128.961535 | 5 | 0.8% |
128.965242 | 4 | 0.7% |
129.1143634 | 4 | 0.7% |
128.967647 | 4 | 0.7% |
128.976001 | 4 | 0.7% |
128.963693 | 4 | 0.7% |
128.993993 | 4 | 0.7% |
128.974553 | 4 | 0.7% |
128.959648 | 4 | 0.7% |
128.976554 | 4 | 0.7% |
Other values (436) | 549 |
Value | Count | Frequency (%) |
127.468726 | 1 | |
128.812243 | 1 | |
128.830716 | 1 | |
128.831874 | 1 | |
128.832948 | 1 | |
128.836211 | 1 | |
128.839459 | 1 | |
128.839491 | 1 | |
128.839518 | 1 | |
128.842772 | 1 |
Value | Count | Frequency (%) |
129.282737 | 1 | |
129.282694 | 1 | |
129.282624 | 1 | |
129.258162 | 1 | |
129.257847 | 1 | |
129.257346 | 1 | |
129.240175 | 1 | |
129.240064 | 1 | |
129.235056 | 1 | |
129.232624 | 1 |
apr_at
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 591 |
---|---|
Missing (%) | 100.0% |
Memory size | 5.3 KiB |
last_load_dttm
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.7 KiB |
2021-01-05 14:27:58 |
---|
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021-01-05 14:27:58 |
---|---|
2nd row | 2021-01-05 14:27:58 |
3rd row | 2021-01-05 14:27:58 |
4th row | 2021-01-05 14:27:58 |
5th row | 2021-01-05 14:27:58 |
Common Values
Value | Count | Frequency (%) |
2021-01-05 14:27:58 | 591 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021-01-05 | 591 | |
14:27:58 | 591 |
skey | instt_code | inst_nm | ftrs | spec | atchm_nmbr | atchm_limit_date | civil_svc_fee | occ_use_fee | tel | gugun | data_day | lng | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | 0.959 | 0.954 | 0.952 | 0.910 | 0.579 | 0.007 | 0.735 | 0.649 | 0.956 | 0.954 | 0.729 | 0.608 |
instt_code | 0.959 | 1.000 | 1.000 | 0.997 | 0.951 | 0.660 | 0.000 | 0.839 | 0.741 | 1.000 | 1.000 | 0.842 | 0.725 |
inst_nm | 0.954 | 1.000 | 1.000 | 0.991 | 0.971 | 0.791 | NaN | 0.920 | 0.934 | 1.000 | 1.000 | 1.000 | 0.877 |
ftrs | 0.952 | 0.997 | 0.991 | 1.000 | 0.970 | 0.800 | NaN | 0.862 | 0.925 | 0.994 | 0.998 | 1.000 | 0.931 |
spec | 0.910 | 0.951 | 0.971 | 0.970 | 1.000 | 0.841 | NaN | 0.848 | 0.941 | 0.984 | 0.971 | 0.936 | 0.901 |
atchm_nmbr | 0.579 | 0.660 | 0.791 | 0.800 | 0.841 | 1.000 | 0.000 | 0.292 | 0.421 | 0.854 | 0.778 | 0.404 | 0.341 |
atchm_limit_date | 0.007 | 0.000 | NaN | NaN | NaN | 0.000 | 1.000 | 0.065 | 0.000 | NaN | NaN | NaN | NaN |
civil_svc_fee | 0.735 | 0.839 | 0.920 | 0.862 | 0.848 | 0.292 | 0.065 | 1.000 | 0.337 | 0.922 | 0.865 | 0.649 | 0.071 |
occ_use_fee | 0.649 | 0.741 | 0.934 | 0.925 | 0.941 | 0.421 | 0.000 | 0.337 | 1.000 | 0.939 | 0.976 | 0.180 | 0.189 |
tel | 0.956 | 1.000 | 1.000 | 0.994 | 0.984 | 0.854 | NaN | 0.922 | 0.939 | 1.000 | 1.000 | 1.000 | 0.883 |
gugun | 0.954 | 1.000 | 1.000 | 0.998 | 0.971 | 0.778 | NaN | 0.865 | 0.976 | 1.000 | 1.000 | 1.000 | 0.941 |
data_day | 0.729 | 0.842 | 1.000 | 1.000 | 0.936 | 0.404 | NaN | 0.649 | 0.180 | 1.000 | 1.000 | 1.000 | 0.676 |
lng | 0.608 | 0.725 | 0.877 | 0.931 | 0.901 | 0.341 | NaN | 0.071 | 0.189 | 0.883 | 0.941 | 0.676 | 1.000 |
gugun | atchm_limit_date | data_day | civil_svc_fee | inst_nm | tel | spec | ftrs | |
---|---|---|---|---|---|---|---|---|
gugun | 1.000 | 1.000 | 0.990 | 0.661 | 0.999 | 0.998 | 0.731 | 0.933 |
atchm_limit_date | 1.000 | 1.000 | 1.000 | 0.079 | 1.000 | 1.000 | 1.000 | 1.000 |
data_day | 0.990 | 1.000 | 1.000 | 0.578 | 0.989 | 0.988 | 0.703 | 0.983 |
civil_svc_fee | 0.661 | 0.079 | 0.578 | 1.000 | 0.776 | 0.774 | 0.577 | 0.623 |
inst_nm | 0.999 | 1.000 | 0.989 | 0.776 | 1.000 | 0.999 | 0.730 | 0.907 |
tel | 0.998 | 1.000 | 0.988 | 0.774 | 0.999 | 1.000 | 0.714 | 0.908 |
spec | 0.731 | 1.000 | 0.703 | 0.577 | 0.730 | 0.714 | 1.000 | 0.635 |
ftrs | 0.933 | 1.000 | 0.983 | 0.623 | 0.907 | 0.908 | 0.635 | 1.000 |
skey | instt_code | atchm_nmbr | occ_use_fee | lng | inst_nm | ftrs | spec | atchm_limit_date | civil_svc_fee | tel | gugun | data_day | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | 0.338 | -0.280 | -0.325 | 0.076 | 0.793 | 0.753 | 0.605 | 0.005 | 0.393 | 0.792 | 0.794 | 0.532 |
instt_code | 0.338 | 1.000 | -0.004 | -0.326 | 0.111 | 0.994 | 0.968 | 0.717 | 0.000 | 0.494 | 0.993 | 0.995 | 0.681 |
atchm_nmbr | -0.280 | -0.004 | 1.000 | 0.514 | 0.166 | 0.464 | 0.455 | 0.449 | 0.000 | 0.172 | 0.466 | 0.461 | 0.268 |
occ_use_fee | -0.325 | -0.326 | 0.514 | 1.000 | -0.263 | 0.814 | 0.682 | 0.715 | 0.000 | 0.280 | 0.812 | 0.798 | 0.072 |
lng | 0.076 | 0.111 | 0.166 | -0.263 | 1.000 | 0.702 | 0.694 | 0.638 | 1.000 | 0.058 | 0.701 | 0.703 | 0.324 |
inst_nm | 0.793 | 0.994 | 0.464 | 0.814 | 0.702 | 1.000 | 0.907 | 0.730 | 1.000 | 0.776 | 0.999 | 0.999 | 0.989 |
ftrs | 0.753 | 0.968 | 0.455 | 0.682 | 0.694 | 0.907 | 1.000 | 0.635 | 1.000 | 0.623 | 0.908 | 0.933 | 0.983 |
spec | 0.605 | 0.717 | 0.449 | 0.715 | 0.638 | 0.730 | 0.635 | 1.000 | 1.000 | 0.577 | 0.714 | 0.731 | 0.703 |
atchm_limit_date | 0.005 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.079 | 1.000 | 1.000 | 1.000 |
civil_svc_fee | 0.393 | 0.494 | 0.172 | 0.280 | 0.058 | 0.776 | 0.623 | 0.577 | 0.079 | 1.000 | 0.774 | 0.661 | 0.578 |
tel | 0.792 | 0.993 | 0.466 | 0.812 | 0.701 | 0.999 | 0.908 | 0.714 | 1.000 | 0.774 | 1.000 | 0.998 | 0.988 |
gugun | 0.794 | 0.995 | 0.461 | 0.798 | 0.703 | 0.999 | 0.933 | 0.731 | 1.000 | 0.661 | 0.998 | 1.000 | 0.990 |
data_day | 0.532 | 0.681 | 0.268 | 0.072 | 0.324 | 0.989 | 0.983 | 0.703 | 1.000 | 0.578 | 0.988 | 0.990 | 1.000 |
skey | instt_code | inst_nm | admns_nm | spot | addr_road | ftrs | spec | atchm_nmbr | atchm_limit_date | civil_svc_fee | occ_use_fee | tel | gugun | data_day | lat | lng | apr_at | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 5949 | 3340000 | 부산광역시 사하구청 | 장림동 | 장림동원아파트사거리 교통섬(화진볼트) | 부산광역시 사하구 장림동 1118-32 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.083096 | 128.965242 | <NA> | 2021-01-05 14:27:58 |
1 | 5950 | 3340000 | 부산광역시 사하구청 | 장림동 | 장림동원아파트사거리 교통섬(Speed mate) | 부산광역시 사하구 장림동 1118-32 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.083096 | 128.965242 | <NA> | 2021-01-05 14:27:58 |
2 | 5951 | 3340000 | 부산광역시 사하구청 | 신평동 | 하남초교 | 부산광역시 사하구 신평동 1181-25 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.094272 | 128.976001 | <NA> | 2021-01-05 14:27:58 |
3 | 5952 | 3340000 | 부산광역시 사하구청 | 신평동 | 부산은행 앞 교통섬 | 부산광역시 사하구 신평동 1181-25 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.094272 | 128.976001 | <NA> | 2021-01-05 14:27:58 |
4 | 5953 | 3340000 | 부산광역시 사하구청 | 감천동 | 감천삼거리 | 부산광역시 사하구 감천동 824-13 | 탱탱걸이(우측고정) | 6*0.9 | 12 | 10 | 10000 | 1620 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.093709 | 128.993778 | <NA> | 2021-01-05 14:27:58 |
5 | 5954 | 3340000 | 부산광역시 사하구청 | 감천동 | 감천전원빌라옹벽 | 부산광역시 사하구 감천동 764 | 탱탱걸이(우측고정) | 6*0.9 | 10 | 10 | 10000 | 1620 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.087593 | 128.997394 | <NA> | 2021-01-05 14:27:58 |
6 | 5955 | 3340000 | 부산광역시 사하구청 | 구평동 | 구평남영자동차운전학원 | 부산광역시 사하구 신평1동 569-54 | 탱탱걸이(우측고정) | 6*0.9 | 5 | 10 | 10000 | 1620 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.085763 | 128.982077 | <NA> | 2021-01-05 14:27:58 |
7 | 5956 | 3340000 | 부산광역시 사하구청 | 구평동 | 구평대림맨션 | 부산광역시 사하구 구평동 29-9 | 탱탱걸이(우측고정) | 6.2*0.9 | 10 | 10 | 10000 | 1620 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.087734 | 128.995041 | <NA> | 2021-01-05 14:27:58 |
8 | 5957 | 3340000 | 부산광역시 사하구청 | 다대동 | 현대아파트 맘모스 프라자 앞 | 부산광역시 사하구 다대동 120-1 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.061020 | 128.978395 | <NA> | 2021-01-05 14:27:58 |
9 | 5958 | 3340000 | 부산광역시 사하구청 | 다대동 | 다대해송아파트 | 부산광역시 사하구 다대동 113-11 | 탱탱걸이(우측고정) | 5.6*0.9 | 10 | 10 | 10000 | 1620 | 051-220-4715 | 부산광역시 사하구 | 2020-07-31 | 35.062615 | 128.976517 | <NA> | 2021-01-05 14:27:58 |
skey | instt_code | inst_nm | admns_nm | spot | addr_road | ftrs | spec | atchm_nmbr | atchm_limit_date | civil_svc_fee | occ_use_fee | tel | gugun | data_day | lat | lng | apr_at | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
581 | 5750 | 3370000 | 부산광역시 연제구청 | 연산9동 | 주공아파트(좌) | 부산광역시 연제구 토현로 10 | 탱탱걸이식(우측고정) | 6*0.9 | 6 | 10 | 5000 | 1620 | 051-665-4621 | 부산광역시 연제구 | 2020-08-27 | 35.179097 | 129.111023 | <NA> | 2021-01-05 14:27:58 |
582 | 5751 | 3370000 | 부산광역시 연제구청 | 연산9동 | 주공아파트(우) | 부산광역시 연제구 토현로 10 | 탱탱걸이식(우측고정) | 6*0.9 | 5 | 10 | 5000 | 1620 | 051-665-4621 | 부산광역시 연제구 | 2020-08-27 | 35.179097 | 129.111023 | <NA> | 2021-01-05 14:27:58 |
583 | 5752 | 3370000 | 부산광역시 연제구청 | 연산9동 | LG아파트(좌) | 부산광역시 연제구 고분로 200 | 탱탱걸이식(우측고정) | 6*0.9 | 5 | 10 | 5000 | 1620 | 051-665-4621 | 부산광역시 연제구 | 2020-08-27 | 35.184255 | 129.103471 | <NA> | 2021-01-05 14:27:58 |
584 | 5753 | 3370000 | 부산광역시 연제구청 | 연산9동 | LG아파트(우) | 부산광역시 연제구 고분로 200 | 탱탱걸이식(우측고정) | 6*0.9 | 5 | 10 | 5000 | 1620 | 051-665-4621 | 부산광역시 연제구 | 2020-08-27 | 35.184255 | 129.103471 | <NA> | 2021-01-05 14:27:58 |
585 | 5754 | 3370000 | 부산광역시 연제구청 | 연산9동 | 부산제일교회 앞(좌) | 부산광역시 연제구 좌수영로 291 | 탱탱걸이식(우측고정) | 6*0.9 | 5 | 10 | 5000 | 1620 | 051-665-4621 | 부산광역시 연제구 | 2020-08-27 | 35.187712 | 129.110106 | <NA> | 2021-01-05 14:27:58 |
586 | 5755 | 3370000 | 부산광역시 연제구청 | 연산9동 | 부산제일교회 앞(우) | 부산광역시 연제구 좌수영로 291 | 탱탱걸이식(우측고정) | 6*0.9 | 5 | 10 | 5000 | 1620 | 051-665-4621 | 부산광역시 연제구 | 2020-08-27 | 35.187712 | 129.110106 | <NA> | 2021-01-05 14:27:58 |
587 | 5756 | 3370000 | 부산광역시 연제구청 | 거제1동 | 롯데캐슬아파트앞 | 부산광역시 연제구 세병로 44 | 탱탱걸이식(우측고정) | 6*0.9 | 5 | 10 | 5000 | 1620 | 051-665-4621 | 부산광역시 연제구 | 2020-08-27 | 35.176218 | 129.079591 | <NA> | 2021-01-05 14:27:58 |
588 | 5757 | 3370000 | 부산광역시 연제구청 | 거제1동 | 교대테니스장 | 부산광역시 연제구 황새알로 3-2 | 탱탱걸이식(우측고정) | 6*0.9 | 5 | 10 | 5000 | 1620 | 051-665-4621 | 부산광역시 연제구 | 2020-08-27 | 35.194662 | 129.073013 | <NA> | 2021-01-05 14:27:58 |
589 | 5758 | 3370000 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2021-01-05 14:27:58 |
590 | 5820 | 3310000 | 부산광역시 남구청 | 용호제2동 | 오륙도 SK VIEW 아파트 입구(늘빛교회 맞은편) | 부산광역시 남구 용호동 894-3 | 탱탱이 걸이식(좌측고정) | 7.0*0.9 | 5 | 10 | 10000 | 1890 | 051-607-4626 | 부산광역시 남구 | 2020-07-31 | 35.1078495 | 129.111662 | <NA> | 2021-01-05 14:27:58 |