Dataset statistics
Number of variables | 19 |
---|---|
Number of observations | 602 |
Missing cells | 4 |
Missing cells (%) | < 0.1% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 93.6 KiB |
Average record size in memory | 159.2 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 9 |
Text | 4 |
Boolean | 1 |
Dataset
Description | 2021-05-01 |
---|---|
Author | 부산시공공데이터포털 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901054301180000 |
apr_at has constant value "" | Constant |
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 skey and 8 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 |
ftrs is highly overall correlated with skey and 10 other fields | High correlation |
skey is highly overall correlated with inst_nm and 6 other fields | High correlation |
instt_code is highly overall correlated with inst_nm and 6 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 4 other fields | High correlation |
spec is highly overall correlated with skey and 10 other fields | High correlation |
civil_svc_fee is highly overall correlated with inst_nm and 6 other fields | High correlation |
atchm_limit_date is highly imbalanced (52.2%) | Imbalance |
civil_svc_fee is highly imbalanced (56.3%) | Imbalance |
data_day is highly imbalanced (72.6%) | Imbalance |
skey has unique values | Unique |
occ_use_fee has 83 (13.8%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-16 23:10:26.856338 |
---|---|
Analysis finished | 2024-04-16 23:10:30.131878 |
Duration | 3.28 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 602 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6462.5 |
Minimum | 6162 |
---|---|
Maximum | 6763 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.4 KiB |
Quantile statistics
Minimum | 6162 |
---|---|
5-th percentile | 6192.05 |
Q1 | 6312.25 |
median | 6462.5 |
Q3 | 6612.75 |
95-th percentile | 6732.95 |
Maximum | 6763 |
Range | 601 |
Interquartile range (IQR) | 300.5 |
Descriptive statistics
Standard deviation | 173.92671 |
---|---|
Coefficient of variation (CV) | 0.026913224 |
Kurtosis | -1.2 |
Mean | 6462.5 |
Median Absolute Deviation (MAD) | 150.5 |
Skewness | 0 |
Sum | 3890425 |
Variance | 30250.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6686 | 1 | 0.2% |
6430 | 1 | 0.2% |
6710 | 1 | 0.2% |
6711 | 1 | 0.2% |
6712 | 1 | 0.2% |
6713 | 1 | 0.2% |
6714 | 1 | 0.2% |
6715 | 1 | 0.2% |
6716 | 1 | 0.2% |
6717 | 1 | 0.2% |
Other values (592) | 592 |
Value | Count | Frequency (%) |
6162 | 1 | |
6163 | 1 | |
6164 | 1 | |
6165 | 1 | |
6166 | 1 | |
6167 | 1 | |
6168 | 1 | |
6169 | 1 | |
6170 | 1 | |
6171 | 1 |
Value | Count | Frequency (%) |
6763 | 1 | |
6762 | 1 | |
6761 | 1 | |
6760 | 1 | |
6759 | 1 | |
6758 | 1 | |
6757 | 1 | |
6756 | 1 | |
6755 | 1 | |
6754 | 1 |
instt_code
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | 2.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3336760.8 |
Minimum | 3250000 |
---|---|
Maximum | 3400000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.4 KiB |
Quantile statistics
Minimum | 3250000 |
---|---|
5-th percentile | 3260000 |
Q1 | 3310000 |
median | 3340000 |
Q3 | 3367500 |
95-th percentile | 3400000 |
Maximum | 3400000 |
Range | 150000 |
Interquartile range (IQR) | 57500 |
Descriptive statistics
Standard deviation | 40487.535 |
---|---|
Coefficient of variation (CV) | 0.012133784 |
Kurtosis | -0.70007358 |
Mean | 3336760.8 |
Median Absolute Deviation (MAD) | 30000 |
Skewness | -0.26388822 |
Sum | 2.00873 × 109 |
Variance | 1.6392405 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3340000 | 117 | |
3310000 | 64 | |
3400000 | 56 | |
3360000 | 54 | |
3350000 | 39 | 6.5% |
3390000 | 34 | 5.6% |
3270000 | 32 | 5.3% |
3380000 | 31 | 5.1% |
3320000 | 30 | 5.0% |
3370000 | 30 | 5.0% |
Other values (6) | 115 |
Value | Count | Frequency (%) |
3250000 | 13 | 2.2% |
3260000 | 19 | 3.2% |
3270000 | 32 | 5.3% |
3280000 | 13 | 2.2% |
3290000 | 28 | 4.7% |
3300000 | 19 | 3.2% |
3310000 | 64 | |
3320000 | 30 | 5.0% |
3330000 | 23 | 3.8% |
3340000 | 117 |
Value | Count | Frequency (%) |
3400000 | 56 | |
3390000 | 34 | 5.6% |
3380000 | 31 | 5.1% |
3370000 | 30 | 5.0% |
3360000 | 54 | |
3350000 | 39 | 6.5% |
3340000 | 117 | |
3330000 | 23 | 3.8% |
3320000 | 30 | 5.0% |
3310000 | 64 |
inst_nm
Categorical
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 2.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
부산광역시 사하구청 | |
---|---|
부산광역시 남구청 | |
부산광역시 기장군청 | |
부산광역시 강서구청 | |
부산광역시 사상구청 | |
Other values (12) |
Length
Max length | 11 |
---|---|
Median length | 10 |
Mean length | 9.7940199 |
Min length | 9 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
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 | 64 | |
부산광역시 기장군청 | 56 | |
부산광역시 강서구청 | 54 | |
부산광역시 사상구청 | 34 | 5.6% |
부산광역시 동구청 | 32 | 5.3% |
부산광역시 수영구청 | 31 | 5.1% |
부산광역시 북구청 | 30 | 5.0% |
부산광역시 연제구청 | 30 | 5.0% |
부산광역시 부산진구청 | 28 | 4.7% |
Other values (7) | 126 |
Length
Value | Count | Frequency (%) |
부산광역시 | 585 | |
사하구청 | 117 | 9.7% |
남구청 | 64 | 5.3% |
기장군청 | 56 | 4.7% |
강서구청 | 54 | 4.5% |
사상구청 | 34 | 2.8% |
동구청 | 32 | 2.7% |
수영구청 | 31 | 2.6% |
연제구청 | 30 | 2.5% |
북구청 | 30 | 2.5% |
Other values (9) | 171 | 14.2% |
admns_nm
Text
Distinct | 146 |
---|---|
Distinct (%) | 24.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
Value | Count | Frequency (%) |
녹산동 | 28 | 4.7% |
신평동 | 26 | 4.3% |
정관읍 | 23 | 3.8% |
하단동 | 23 | 3.8% |
다대동 | 19 | 3.2% |
기장읍 | 18 | 3.0% |
괴정동 | 17 | 2.8% |
명지1동 | 15 | 2.5% |
당리동 | 12 | 2.0% |
대연제3동 | 12 | 2.0% |
Other values (136) | 409 |
Most occurring characters
Value | Count | Frequency (%) |
동 | 558 | |
1 | 94 | 4.4% |
제 | 85 | 4.0% |
대 | 62 | 2.9% |
2 | 61 | 2.9% |
산 | 51 | 2.4% |
연 | 48 | 2.3% |
읍 | 48 | 2.3% |
정 | 46 | 2.2% |
장 | 45 | 2.1% |
Other values (96) | 1035 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1889 | |
Decimal Number | 241 | 11.3% |
Space Separator | 3 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 558 | |
제 | 85 | 4.5% |
대 | 62 | 3.3% |
산 | 51 | 2.7% |
연 | 48 | 2.5% |
읍 | 48 | 2.5% |
정 | 46 | 2.4% |
장 | 45 | 2.4% |
천 | 40 | 2.1% |
신 | 36 | 1.9% |
Other values (87) | 870 |
Decimal Number
Value | Count | Frequency (%) |
1 | 94 | |
2 | 61 | |
3 | 41 | |
4 | 23 | 9.5% |
9 | 8 | 3.3% |
6 | 8 | 3.3% |
5 | 3 | 1.2% |
8 | 3 | 1.2% |
Space Separator
Value | Count | Frequency (%) |
3 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1889 | |
Common | 244 | 11.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 558 | |
제 | 85 | 4.5% |
대 | 62 | 3.3% |
산 | 51 | 2.7% |
연 | 48 | 2.5% |
읍 | 48 | 2.5% |
정 | 46 | 2.4% |
장 | 45 | 2.4% |
천 | 40 | 2.1% |
신 | 36 | 1.9% |
Other values (87) | 870 |
Common
Value | Count | Frequency (%) |
1 | 94 | |
2 | 61 | |
3 | 41 | |
4 | 23 | 9.4% |
9 | 8 | 3.3% |
6 | 8 | 3.3% |
3 | 1.2% | |
5 | 3 | 1.2% |
8 | 3 | 1.2% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1889 | |
ASCII | 244 | 11.4% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
동 | 558 | |
제 | 85 | 4.5% |
대 | 62 | 3.3% |
산 | 51 | 2.7% |
연 | 48 | 2.5% |
읍 | 48 | 2.5% |
정 | 46 | 2.4% |
장 | 45 | 2.4% |
천 | 40 | 2.1% |
신 | 36 | 1.9% |
Other values (87) | 870 |
ASCII
Value | Count | Frequency (%) |
1 | 94 | |
2 | 61 | |
3 | 41 | |
4 | 23 | 9.4% |
9 | 8 | 3.3% |
6 | 8 | 3.3% |
3 | 1.2% | |
5 | 3 | 1.2% |
8 | 3 | 1.2% |
spot
Text
Distinct | 553 |
---|---|
Distinct (%) | 91.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
Length
Max length | 34 |
---|---|
Median length | 22 |
Mean length | 12.10299 |
Min length | 3 |
Characters and Unicode
Total characters | 7286 |
---|---|
Distinct characters | 396 |
Distinct categories | 9 ? |
Distinct scripts | 4 ? |
Distinct blocks | 3 ? |
Unique
Unique | 516 ? |
---|---|
Unique (%) | 85.7% |
Sample
1st row | 하단강변삼거리 횡단보도(강변쪽) |
---|---|
2nd row | 새신평 사거리 산쪽 |
3rd row | 새신평 사거리 산쪽 |
4th row | 새신평 사거리 산쪽 |
5th row | 사하구청 앞 횡단보도 |
Value | Count | Frequency (%) |
앞 | 126 | 8.9% |
옆 | 50 | 3.5% |
맞은편 | 32 | 2.3% |
입구 | 29 | 2.1% |
사거리 | 26 | 1.8% |
삼거리 | 17 | 1.2% |
쪽 | 14 | 1.0% |
건너편 | 13 | 0.9% |
횡단보도 | 13 | 0.9% |
옹벽 | 9 | 0.6% |
Other values (753) | 1081 |
Most occurring characters
Value | Count | Frequency (%) |
860 | 11.8% | |
) | 220 | 3.0% |
( | 219 | 3.0% |
앞 | 175 | 2.4% |
동 | 171 | 2.3% |
리 | 157 | 2.2% |
대 | 138 | 1.9% |
구 | 137 | 1.9% |
거 | 135 | 1.9% |
로 | 117 | 1.6% |
Other values (386) | 4957 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 5651 | |
Space Separator | 860 | 11.8% |
Decimal Number | 227 | 3.1% |
Close Punctuation | 220 | 3.0% |
Open Punctuation | 219 | 3.0% |
Uppercase Letter | 60 | 0.8% |
Dash Punctuation | 19 | 0.3% |
Lowercase Letter | 16 | 0.2% |
Other Punctuation | 14 | 0.2% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
앞 | 175 | 3.1% |
동 | 171 | 3.0% |
리 | 157 | 2.8% |
대 | 138 | 2.4% |
구 | 137 | 2.4% |
거 | 135 | 2.4% |
로 | 117 | 2.1% |
교 | 112 | 2.0% |
사 | 102 | 1.8% |
아 | 101 | 1.8% |
Other values (341) | 4306 |
Uppercase Letter
Value | Count | Frequency (%) |
G | 8 | |
L | 7 | |
K | 7 | |
I | 6 | |
S | 6 | |
T | 5 | |
C | 4 | |
E | 3 | 5.0% |
A | 3 | 5.0% |
P | 3 | 5.0% |
Other values (6) | 8 |
Decimal Number
Value | Count | Frequency (%) |
2 | 71 | |
1 | 53 | |
3 | 28 | 12.3% |
0 | 19 | 8.4% |
4 | 13 | 5.7% |
6 | 11 | 4.8% |
9 | 10 | 4.4% |
5 | 9 | 4.0% |
7 | 8 | 3.5% |
8 | 5 | 2.2% |
Lowercase Letter
Value | Count | Frequency (%) |
e | 4 | |
t | 3 | |
m | 2 | |
p | 1 | 6.2% |
k | 1 | 6.2% |
a | 1 | 6.2% |
d | 1 | 6.2% |
h | 1 | 6.2% |
c | 1 | 6.2% |
n | 1 | 6.2% |
Other Punctuation
Value | Count | Frequency (%) |
. | 5 | |
@ | 5 | |
, | 2 | 14.3% |
: | 1 | 7.1% |
/ | 1 | 7.1% |
Space Separator
Value | Count | Frequency (%) |
860 |
Close Punctuation
Value | Count | Frequency (%) |
) | 220 |
Open Punctuation
Value | Count | Frequency (%) |
( | 219 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 19 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 5649 | |
Common | 1559 | 21.4% |
Latin | 76 | 1.0% |
Han | 2 | < 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
앞 | 175 | 3.1% |
동 | 171 | 3.0% |
리 | 157 | 2.8% |
대 | 138 | 2.4% |
구 | 137 | 2.4% |
거 | 135 | 2.4% |
로 | 117 | 2.1% |
교 | 112 | 2.0% |
사 | 102 | 1.8% |
아 | 101 | 1.8% |
Other values (340) | 4304 |
Latin
Value | Count | Frequency (%) |
G | 8 | 10.5% |
L | 7 | 9.2% |
K | 7 | 9.2% |
I | 6 | 7.9% |
S | 6 | 7.9% |
T | 5 | 6.6% |
e | 4 | 5.3% |
C | 4 | 5.3% |
t | 3 | 3.9% |
E | 3 | 3.9% |
Other values (16) | 23 |
Common
Value | Count | Frequency (%) |
860 | ||
) | 220 | 14.1% |
( | 219 | 14.0% |
2 | 71 | 4.6% |
1 | 53 | 3.4% |
3 | 28 | 1.8% |
0 | 19 | 1.2% |
- | 19 | 1.2% |
4 | 13 | 0.8% |
6 | 11 | 0.7% |
Other values (9) | 46 | 3.0% |
Han
Value | Count | Frequency (%) |
區 | 2 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 5649 | |
ASCII | 1635 | 22.4% |
CJK | 2 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
860 | ||
) | 220 | 13.5% |
( | 219 | 13.4% |
2 | 71 | 4.3% |
1 | 53 | 3.2% |
3 | 28 | 1.7% |
0 | 19 | 1.2% |
- | 19 | 1.2% |
4 | 13 | 0.8% |
6 | 11 | 0.7% |
Other values (35) | 122 | 7.5% |
Hangul
Value | Count | Frequency (%) |
앞 | 175 | 3.1% |
동 | 171 | 3.0% |
리 | 157 | 2.8% |
대 | 138 | 2.4% |
구 | 137 | 2.4% |
거 | 135 | 2.4% |
로 | 117 | 2.1% |
교 | 112 | 2.0% |
사 | 102 | 1.8% |
아 | 101 | 1.8% |
Other values (340) | 4304 |
CJK
Value | Count | Frequency (%) |
區 | 2 |
addr_road
Text
Distinct | 452 |
---|---|
Distinct (%) | 75.6% |
Missing | 4 |
Missing (%) | 0.7% |
Memory size | 4.8 KiB |
Length
Max length | 250 |
---|---|
Median length | 247 |
Mean length | 75.613712 |
Min length | 6 |
Characters and Unicode
Total characters | 45217 |
---|---|
Distinct characters | 211 |
Distinct categories | 8 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 352 ? |
---|---|
Unique (%) | 58.9% |
Sample
1st row | 부산광역시 사하구 하단동 1157-17 |
---|---|
2nd row | 부산광역시 사하구 신평동 870-302 |
3rd row | 부산광역시 사하구 신평동 870-302 |
4th row | 부산광역시 사하구 신평동 870-302 |
5th row | 부산광역시 사하구 당리동 317-82 |
Value | Count | Frequency (%) |
부산광역시 | 584 | 23.1% |
사하구 | 117 | 4.6% |
남구 | 64 | 2.5% |
기장군 | 56 | 2.2% |
강서구 | 54 | 2.1% |
사상구 | 34 | 1.3% |
금정구 | 32 | 1.3% |
동구 | 32 | 1.3% |
수영구 | 31 | 1.2% |
북구 | 30 | 1.2% |
Other values (668) | 1490 |
Most occurring characters
Value | Count | Frequency (%) |
35355 | ||
산 | 609 | 1.3% |
광 | 605 | 1.3% |
부 | 599 | 1.3% |
시 | 592 | 1.3% |
역 | 588 | 1.3% |
구 | 556 | 1.2% |
1 | 526 | 1.2% |
동 | 459 | 1.0% |
2 | 344 | 0.8% |
Other values (201) | 4984 | 11.0% |
Most occurring categories
Value | Count | Frequency (%) |
Space Separator | 35355 | |
Other Letter | 7155 | 15.8% |
Decimal Number | 2316 | 5.1% |
Dash Punctuation | 292 | 0.6% |
Open Punctuation | 45 | 0.1% |
Close Punctuation | 45 | 0.1% |
Other Punctuation | 7 | < 0.1% |
Math Symbol | 2 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
산 | 609 | 8.5% |
광 | 605 | 8.5% |
부 | 599 | 8.4% |
시 | 592 | 8.3% |
역 | 588 | 8.2% |
구 | 556 | 7.8% |
동 | 459 | 6.4% |
로 | 230 | 3.2% |
사 | 164 | 2.3% |
대 | 164 | 2.3% |
Other values (185) | 2589 |
Decimal Number
Value | Count | Frequency (%) |
1 | 526 | |
2 | 344 | |
3 | 256 | |
7 | 217 | |
5 | 200 | 8.6% |
4 | 198 | 8.5% |
8 | 169 | 7.3% |
0 | 153 | 6.6% |
6 | 136 | 5.9% |
9 | 117 | 5.1% |
Space Separator
Value | Count | Frequency (%) |
35355 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 292 |
Open Punctuation
Value | Count | Frequency (%) |
( | 45 |
Close Punctuation
Value | Count | Frequency (%) |
) | 45 |
Other Punctuation
Value | Count | Frequency (%) |
, | 7 |
Math Symbol
Value | Count | Frequency (%) |
~ | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 38062 | |
Hangul | 7155 | 15.8% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
산 | 609 | 8.5% |
광 | 605 | 8.5% |
부 | 599 | 8.4% |
시 | 592 | 8.3% |
역 | 588 | 8.2% |
구 | 556 | 7.8% |
동 | 459 | 6.4% |
로 | 230 | 3.2% |
사 | 164 | 2.3% |
대 | 164 | 2.3% |
Other values (185) | 2589 |
Common
Value | Count | Frequency (%) |
35355 | ||
1 | 526 | 1.4% |
2 | 344 | 0.9% |
- | 292 | 0.8% |
3 | 256 | 0.7% |
7 | 217 | 0.6% |
5 | 200 | 0.5% |
4 | 198 | 0.5% |
8 | 169 | 0.4% |
0 | 153 | 0.4% |
Other values (6) | 352 | 0.9% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 38062 | |
Hangul | 7155 | 15.8% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
35355 | ||
1 | 526 | 1.4% |
2 | 344 | 0.9% |
- | 292 | 0.8% |
3 | 256 | 0.7% |
7 | 217 | 0.6% |
5 | 200 | 0.5% |
4 | 198 | 0.5% |
8 | 169 | 0.4% |
0 | 153 | 0.4% |
Other values (6) | 352 | 0.9% |
Hangul
Value | Count | Frequency (%) |
산 | 609 | 8.5% |
광 | 605 | 8.5% |
부 | 599 | 8.4% |
시 | 592 | 8.3% |
역 | 588 | 8.2% |
구 | 556 | 7.8% |
동 | 459 | 6.4% |
로 | 230 | 3.2% |
사 | 164 | 2.3% |
대 | 164 | 2.3% |
Other values (185) | 2589 |
ftrs
Categorical
HIGH CORRELATION
 
Distinct | 24 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
탱탱걸이(우측고정) | |
---|---|
탱탱이 걸이식(좌측고정) | |
접철식 | |
탱탱이걸이형(좌측고정) | |
탱탱이 | |
Other values (19) |
Length
Max length | 13 |
---|---|
Median length | 11 |
Mean length | 7.6710963 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.2% |
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) | 64 | |
접철식 | 56 | |
탱탱이걸이형(좌측고정) | 52 | |
탱탱이 | 44 | 7.3% |
반자동접이형 | 32 | 5.3% |
탱탱걸이방식 | 31 | 5.1% |
탱탱걸이식 | 31 | 5.1% |
탱탱걸이식(우측고정) | 30 | 5.0% |
탱탱걸이 | 28 | 4.7% |
Other values (14) | 117 |
Length
Value | Count | Frequency (%) |
탱탱이 | 121 | |
탱탱걸이(우측고정 | 117 | |
걸이식(좌측고정 | 64 | |
접철식 | 56 | |
탱탱이걸이형(좌측고정 | 52 | |
반자동접이형 | 32 | 4.7% |
탱탱걸이방식 | 31 | 4.6% |
탱탱걸이식 | 31 | 4.6% |
탱탱걸이식(우측고정 | 30 | 4.4% |
탱탱걸이 | 28 | 4.1% |
Other values (14) | 117 |
spec
Categorical
HIGH CORRELATION
 
Distinct | 37 |
---|---|
Distinct (%) | 6.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
5.5*0.7 | |
---|---|
6*0.9 | |
6.0*0.7 | |
6*0.8 | |
6.2*0.9 | |
Other values (32) |
Length
Max length | 17 |
---|---|
Median length | 7 |
Mean length | 6.4534884 |
Min length | 5 |
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 | 5.5*0.7 |
Common Values
Value | Count | Frequency (%) |
5.5*0.7 | 108 | |
6*0.9 | 105 | |
6.0*0.7 | 59 | |
6*0.8 | 56 | |
6.2*0.9 | 56 | |
6*0.7 | 32 | 5.3% |
7.0*0.9 | 21 | 3.5% |
4.7*0.7 | 17 | 2.8% |
5.9*0.9 | 17 | 2.8% |
5.8*0.9 | 14 | 2.3% |
Other values (27) | 117 |
Length
Value | Count | Frequency (%) |
5.5*0.7 | 108 | |
6*0.9 | 105 | |
6.0*0.7 | 59 | |
6*0.8 | 56 | |
6.2*0.9 | 56 | |
6*0.7 | 32 | 5.3% |
7.0*0.9 | 21 | 3.5% |
4.7*0.7 | 17 | 2.8% |
5.9*0.9 | 17 | 2.8% |
5.0*0.7 | 14 | 2.3% |
Other values (28) | 118 |
atchm_nmbr
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 13 |
---|---|
Distinct (%) | 2.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.3471761 |
Minimum | 1 |
---|---|
Maximum | 18 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.4 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 5 |
Q3 | 6 |
95-th percentile | 8.95 |
Maximum | 18 |
Range | 17 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.5735246 |
---|---|
Coefficient of variation (CV) | 0.59199915 |
Kurtosis | 3.3224712 |
Mean | 4.3471761 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 1.0170759 |
Sum | 2617 |
Variance | 6.6230286 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 222 | |
1 | 135 | |
6 | 115 | |
2 | 34 | 5.6% |
3 | 31 | 5.1% |
4 | 25 | 4.2% |
10 | 19 | 3.2% |
15 | 6 | 1.0% |
7 | 6 | 1.0% |
12 | 4 | 0.7% |
Other values (3) | 5 | 0.8% |
Value | Count | Frequency (%) |
1 | 135 | |
2 | 34 | 5.6% |
3 | 31 | 5.1% |
4 | 25 | 4.2% |
5 | 222 | |
6 | 115 | |
7 | 6 | 1.0% |
8 | 3 | 0.5% |
9 | 1 | 0.2% |
10 | 19 | 3.2% |
Value | Count | Frequency (%) |
18 | 1 | 0.2% |
15 | 6 | 1.0% |
12 | 4 | 0.7% |
10 | 19 | 3.2% |
9 | 1 | 0.2% |
8 | 3 | 0.5% |
7 | 6 | 1.0% |
6 | 115 | |
5 | 222 | |
4 | 25 | 4.2% |
atchm_limit_date
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
10 | |
---|---|
0 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 1.89701 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 10 |
---|---|
2nd row | 10 |
3rd row | 10 |
4th row | 10 |
5th row | 10 |
Common Values
Value | Count | Frequency (%) |
10 | 540 | |
0 | 62 | 10.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
10 | 540 | |
0 | 62 | 10.3% |
civil_svc_fee
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
10000 | |
---|---|
0 | |
5000 | 30 |
28900 | 10 |
21500 | 7 |
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 4.4651163 |
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 | 482 | |
0 | 73 | 12.1% |
5000 | 30 | 5.0% |
28900 | 10 | 1.7% |
21500 | 7 | 1.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
10000 | 482 | |
0 | 73 | 12.1% |
5000 | 30 | 5.0% |
28900 | 10 | 1.7% |
21500 | 7 | 1.2% |
occ_use_fee
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 18 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2203.2392 |
Minimum | 0 |
---|---|
Maximum | 16200 |
Zeros | 83 |
Zeros (%) | 13.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1050 |
median | 1260 |
Q3 | 1620 |
95-th percentile | 12600 |
Maximum | 16200 |
Range | 16200 |
Interquartile range (IQR) | 570 |
Descriptive statistics
Standard deviation | 3676.4266 |
---|---|
Coefficient of variation (CV) | 1.6686462 |
Kurtosis | 8.5826159 |
Mean | 2203.2392 |
Median Absolute Deviation (MAD) | 360 |
Skewness | 3.1612518 |
Sum | 1326350 |
Variance | 13516113 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1620 | 179 | |
1150 | 108 | |
0 | 83 | |
720 | 48 | 8.0% |
1260 | 37 | 6.1% |
1560 | 34 | 5.6% |
16200 | 27 | 4.5% |
1890 | 26 | 4.3% |
980 | 19 | 3.2% |
12600 | 19 | 3.2% |
Other values (8) | 22 | 3.7% |
Value | Count | Frequency (%) |
0 | 83 | |
720 | 48 | 8.0% |
980 | 19 | 3.2% |
1050 | 7 | 1.2% |
1150 | 108 | |
1260 | 37 | 6.1% |
1470 | 1 | 0.2% |
1560 | 34 | 5.6% |
1590 | 1 | 0.2% |
1620 | 179 |
Value | Count | Frequency (%) |
16200 | 27 | 4.5% |
12600 | 19 | 3.2% |
1890 | 26 | 4.3% |
1860 | 1 | 0.2% |
1830 | 1 | 0.2% |
1780 | 1 | 0.2% |
1755 | 2 | 0.3% |
1750 | 8 | 1.3% |
1620 | 179 | |
1590 | 1 | 0.2% |
tel
Categorical
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
051-220-4715 | |
---|---|
051-607-4626 | |
051-709-4626 | |
051-970-4281 | |
051-310-4626 | |
Other values (13) |
Length
Max length | 12 |
---|---|
Median length | 12 |
Mean length | 12 |
Min length | 12 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
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 | 64 | |
051-709-4626 | 56 | |
051-970-4281 | 54 | |
051-310-4626 | 34 | 5.6% |
051-440-4625 | 32 | 5.3% |
051-610-4625 | 31 | 5.1% |
051-665-4621 | 30 | 5.0% |
051-309-4625 | 30 | 5.0% |
051-605-4629 | 28 | 4.7% |
Other values (8) | 126 |
Length
Value | Count | Frequency (%) |
051-220-4715 | 117 | |
051-607-4626 | 64 | |
051-709-4626 | 56 | |
051-970-4281 | 54 | |
051-310-4626 | 34 | 5.6% |
051-440-4625 | 32 | 5.3% |
051-610-4625 | 31 | 5.1% |
051-665-4621 | 30 | 5.0% |
051-309-4625 | 30 | 5.0% |
051-605-4629 | 28 | 4.7% |
Other values (8) | 126 |
gugun
Categorical
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | 2.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
부산광역시 사하구 | |
---|---|
부산광역시 남구 | |
부산광역시 기장군 | |
부산광역시 강서구 | |
부산광역시 금정구 | |
Other values (11) |
Length
Max length | 10 |
---|---|
Median length | 9 |
Mean length | 8.8222591 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
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 | 64 | |
부산광역시 기장군 | 56 | |
부산광역시 강서구 | 54 | |
부산광역시 금정구 | 39 | 6.5% |
부산광역시 사상구 | 34 | 5.6% |
부산광역시 동구 | 32 | 5.3% |
부산광역시 수영구 | 31 | 5.1% |
부산광역시 연제구 | 30 | 5.0% |
부산광역시 북구 | 30 | 5.0% |
Other values (6) | 115 |
Length
Value | Count | Frequency (%) |
부산광역시 | 602 | |
사하구 | 117 | 9.7% |
남구 | 64 | 5.3% |
기장군 | 56 | 4.7% |
강서구 | 54 | 4.5% |
금정구 | 39 | 3.2% |
사상구 | 34 | 2.8% |
동구 | 32 | 2.7% |
수영구 | 31 | 2.6% |
연제구 | 30 | 2.5% |
Other values (7) | 145 | 12.0% |
data_day
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
2020-12-31 | |
---|---|
2021-01-08 | 30 |
2020-07-31 | 13 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020-12-31 |
---|---|
2nd row | 2020-12-31 |
3rd row | 2020-12-31 |
4th row | 2020-12-31 |
5th row | 2020-12-31 |
Common Values
Value | Count | Frequency (%) |
2020-12-31 | 559 | |
2021-01-08 | 30 | 5.0% |
2020-07-31 | 13 | 2.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020-12-31 | 559 | |
2021-01-08 | 30 | 5.0% |
2020-07-31 | 13 | 2.2% |
lat
Text
Distinct | 457 |
---|---|
Distinct (%) | 75.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
Length
Max length | 13 |
---|---|
Median length | 9 |
Mean length | 9.2458472 |
Min length | 6 |
Characters and Unicode
Total characters | 5566 |
---|---|
Distinct characters | 11 |
Distinct categories | 2 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 354 ? |
---|---|
Unique (%) | 58.8% |
Sample
1st row | 35.115294 |
---|---|
2nd row | 35.09923 |
3rd row | 35.09923 |
4th row | 35.09923 |
5th row | 35.103451 |
Value | Count | Frequency (%) |
35.115393 | 5 | 0.8% |
35.083096 | 4 | 0.7% |
35.057293 | 4 | 0.7% |
35.085483 | 4 | 0.7% |
35.098895 | 4 | 0.7% |
35.094272 | 4 | 0.7% |
35.115294 | 4 | 0.7% |
35.1288896 | 4 | 0.7% |
35.100625 | 4 | 0.7% |
35.103451 | 4 | 0.7% |
Other values (447) | 561 |
Most occurring characters
Value | Count | Frequency (%) |
3 | 969 | |
5 | 904 | |
1 | 659 | |
. | 603 | |
2 | 407 | |
0 | 369 | 6.6% |
9 | 349 | 6.3% |
8 | 348 | 6.3% |
6 | 340 | 6.1% |
4 | 314 | 5.6% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 4963 | |
Other Punctuation | 603 | 10.8% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
3 | 969 | |
5 | 904 | |
1 | 659 | |
2 | 407 | |
0 | 369 | 7.4% |
9 | 349 | 7.0% |
8 | 348 | 7.0% |
6 | 340 | 6.9% |
4 | 314 | 6.3% |
7 | 304 | 6.1% |
Other Punctuation
Value | Count | Frequency (%) |
. | 603 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 5566 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
3 | 969 | |
5 | 904 | |
1 | 659 | |
. | 603 | |
2 | 407 | |
0 | 369 | 6.6% |
9 | 349 | 6.3% |
8 | 348 | 6.3% |
6 | 340 | 6.1% |
4 | 314 | 5.6% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 5566 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
3 | 969 | |
5 | 904 | |
1 | 659 | |
. | 603 | |
2 | 407 | |
0 | 369 | 6.6% |
9 | 349 | 6.3% |
8 | 348 | 6.3% |
6 | 340 | 6.1% |
4 | 314 | 5.6% |
lng
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 457 |
---|---|
Distinct (%) | 75.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 129.04232 |
Minimum | 127.46873 |
---|---|
Maximum | 129.28274 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.4 KiB |
Quantile statistics
Minimum | 127.46873 |
---|---|
5-th percentile | 128.88094 |
Q1 | 128.9806 |
median | 129.04983 |
Q3 | 129.09843 |
95-th percentile | 129.19562 |
Maximum | 129.28274 |
Range | 1.814011 |
Interquartile range (IQR) | 0.11783625 |
Descriptive statistics
Standard deviation | 0.10761051 |
---|---|
Coefficient of variation (CV) | 0.00083391639 |
Kurtosis | 75.136255 |
Mean | 129.04232 |
Median Absolute Deviation (MAD) | 0.058036655 |
Skewness | -5.1880505 |
Sum | 77683.477 |
Variance | 0.011580021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128.961535 | 5 | 0.8% |
128.959648 | 4 | 0.7% |
128.967647 | 4 | 0.7% |
128.965242 | 4 | 0.7% |
128.963693 | 4 | 0.7% |
129.1143634 | 4 | 0.7% |
128.976001 | 4 | 0.7% |
128.993993 | 4 | 0.7% |
128.974553 | 4 | 0.7% |
128.976554 | 4 | 0.7% |
Other values (447) | 561 |
Value | Count | Frequency (%) |
127.468726 | 1 | |
128.812243 | 1 | |
128.8226696 | 1 | |
128.830716 | 1 | |
128.831874 | 1 | |
128.832948 | 1 | |
128.836211 | 1 | |
128.839459 | 1 | |
128.839491 | 1 | |
128.839518 | 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
Boolean
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 734.0 B |
False |
---|
Value | Count | Frequency (%) |
False | 602 |
last_load_dttm
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.8 KiB |
2021-05-01 05:43:03 |
---|
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021-05-01 05:43:03 |
---|---|
2nd row | 2021-05-01 05:43:03 |
3rd row | 2021-05-01 05:43:03 |
4th row | 2021-05-01 05:43:03 |
5th row | 2021-05-01 05:43:03 |
Common Values
Value | Count | Frequency (%) |
2021-05-01 05:43:03 | 602 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021-05-01 | 602 | |
05:43:03 | 602 |
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 | 0.962 | 0.962 | 0.961 | 0.921 | 0.543 | 0.831 | 0.808 | 0.644 | 0.964 | 0.962 | 0.677 | 0.636 |
instt_code | 0.962 | 1.000 | 1.000 | 0.997 | 0.946 | 0.603 | 0.858 | 0.839 | 0.747 | 1.000 | 1.000 | 0.715 | 0.718 |
inst_nm | 0.962 | 1.000 | 1.000 | 0.992 | 0.973 | 0.733 | 1.000 | 0.920 | 0.934 | 1.000 | 1.000 | 1.000 | 0.877 |
ftrs | 0.961 | 0.997 | 0.992 | 1.000 | 0.968 | 0.737 | 1.000 | 0.864 | 0.913 | 0.994 | 0.998 | 0.974 | 0.931 |
spec | 0.921 | 0.946 | 0.973 | 0.968 | 1.000 | 0.786 | 0.710 | 0.854 | 0.899 | 0.975 | 0.971 | 0.876 | 0.874 |
atchm_nmbr | 0.543 | 0.603 | 0.733 | 0.737 | 0.786 | 1.000 | 0.061 | 0.463 | 0.395 | 0.804 | 0.708 | 0.420 | 0.374 |
atchm_limit_date | 0.831 | 0.858 | 1.000 | 1.000 | 0.710 | 0.061 | 1.000 | 0.591 | 0.448 | 1.000 | 1.000 | 0.433 | 0.152 |
civil_svc_fee | 0.808 | 0.839 | 0.920 | 0.864 | 0.854 | 0.463 | 0.591 | 1.000 | 0.350 | 0.923 | 0.862 | 0.720 | 0.069 |
occ_use_fee | 0.644 | 0.747 | 0.934 | 0.913 | 0.899 | 0.395 | 0.448 | 0.350 | 1.000 | 0.939 | 0.976 | 0.244 | 0.222 |
tel | 0.964 | 1.000 | 1.000 | 0.994 | 0.975 | 0.804 | 1.000 | 0.923 | 0.939 | 1.000 | 1.000 | 1.000 | 0.883 |
gugun | 0.962 | 1.000 | 1.000 | 0.998 | 0.971 | 0.708 | 1.000 | 0.862 | 0.976 | 1.000 | 1.000 | 1.000 | 0.940 |
data_day | 0.677 | 0.715 | 1.000 | 0.974 | 0.876 | 0.420 | 0.433 | 0.720 | 0.244 | 1.000 | 1.000 | 1.000 | 0.057 |
lng | 0.636 | 0.718 | 0.877 | 0.931 | 0.874 | 0.374 | 0.152 | 0.069 | 0.222 | 0.883 | 0.940 | 0.057 | 1.000 |
gugun | atchm_limit_date | data_day | civil_svc_fee | inst_nm | tel | spec | ftrs | |
---|---|---|---|---|---|---|---|---|
gugun | 1.000 | 0.988 | 0.989 | 0.655 | 0.999 | 0.998 | 0.733 | 0.934 |
atchm_limit_date | 0.988 | 1.000 | 0.675 | 0.711 | 0.987 | 0.987 | 0.594 | 0.981 |
data_day | 0.989 | 0.675 | 1.000 | 0.709 | 0.988 | 0.987 | 0.676 | 0.817 |
civil_svc_fee | 0.655 | 0.711 | 0.709 | 1.000 | 0.776 | 0.775 | 0.590 | 0.627 |
inst_nm | 0.999 | 0.987 | 0.988 | 0.776 | 1.000 | 0.999 | 0.734 | 0.910 |
tel | 0.998 | 0.987 | 0.987 | 0.775 | 0.999 | 1.000 | 0.735 | 0.909 |
spec | 0.733 | 0.594 | 0.676 | 0.590 | 0.734 | 0.735 | 1.000 | 0.649 |
ftrs | 0.934 | 0.981 | 0.817 | 0.627 | 0.910 | 0.909 | 0.649 | 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 | -0.066 | -0.450 | -0.153 | -0.368 | 0.823 | 0.786 | 0.630 | 0.662 | 0.465 | 0.822 | 0.824 | 0.530 |
instt_code | -0.066 | 1.000 | -0.004 | -0.311 | 0.109 | 0.994 | 0.969 | 0.716 | 0.688 | 0.494 | 0.993 | 0.995 | 0.586 |
atchm_nmbr | -0.450 | -0.004 | 1.000 | 0.500 | 0.157 | 0.398 | 0.383 | 0.415 | 0.061 | 0.288 | 0.402 | 0.385 | 0.204 |
occ_use_fee | -0.153 | -0.311 | 0.500 | 1.000 | -0.297 | 0.814 | 0.661 | 0.681 | 0.302 | 0.292 | 0.813 | 0.796 | 0.233 |
lng | -0.368 | 0.109 | 0.157 | -0.297 | 1.000 | 0.701 | 0.693 | 0.639 | 0.101 | 0.056 | 0.700 | 0.702 | 0.054 |
inst_nm | 0.823 | 0.994 | 0.398 | 0.814 | 0.701 | 1.000 | 0.910 | 0.734 | 0.987 | 0.776 | 0.999 | 0.999 | 0.988 |
ftrs | 0.786 | 0.969 | 0.383 | 0.661 | 0.693 | 0.910 | 1.000 | 0.649 | 0.981 | 0.627 | 0.909 | 0.934 | 0.817 |
spec | 0.630 | 0.716 | 0.415 | 0.681 | 0.639 | 0.734 | 0.649 | 1.000 | 0.594 | 0.590 | 0.735 | 0.733 | 0.676 |
atchm_limit_date | 0.662 | 0.688 | 0.061 | 0.302 | 0.101 | 0.987 | 0.981 | 0.594 | 1.000 | 0.711 | 0.987 | 0.988 | 0.675 |
civil_svc_fee | 0.465 | 0.494 | 0.288 | 0.292 | 0.056 | 0.776 | 0.627 | 0.590 | 0.711 | 1.000 | 0.775 | 0.655 | 0.709 |
tel | 0.822 | 0.993 | 0.402 | 0.813 | 0.700 | 0.999 | 0.909 | 0.735 | 0.987 | 0.775 | 1.000 | 0.998 | 0.987 |
gugun | 0.824 | 0.995 | 0.385 | 0.796 | 0.702 | 0.999 | 0.934 | 0.733 | 0.988 | 0.655 | 0.998 | 1.000 | 0.989 |
data_day | 0.530 | 0.586 | 0.204 | 0.233 | 0.054 | 0.988 | 0.817 | 0.676 | 0.675 | 0.709 | 0.987 | 0.989 | 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 | 6686 | 3340000 | 부산광역시 사하구청 | 하단동 | 하단강변삼거리 횡단보도(강변쪽) | 부산광역시 사하구 하단동 1157-17 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.115294 | 128.959648 | N | 2021-05-01 05:43:03 |
1 | 6687 | 3340000 | 부산광역시 사하구청 | 신평동 | 새신평 사거리 산쪽 | 부산광역시 사하구 신평동 870-302 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.09923 | 128.961614 | N | 2021-05-01 05:43:03 |
2 | 6688 | 3340000 | 부산광역시 사하구청 | 신평동 | 새신평 사거리 산쪽 | 부산광역시 사하구 신평동 870-302 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.09923 | 128.961614 | N | 2021-05-01 05:43:03 |
3 | 6689 | 3340000 | 부산광역시 사하구청 | 신평동 | 새신평 사거리 산쪽 | 부산광역시 사하구 신평동 870-302 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.09923 | 128.961614 | N | 2021-05-01 05:43:03 |
4 | 6690 | 3340000 | 부산광역시 사하구청 | 당리동 | 사하구청 앞 횡단보도 | 부산광역시 사하구 당리동 317-82 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.103451 | 128.974553 | N | 2021-05-01 05:43:03 |
5 | 6691 | 3340000 | 부산광역시 사하구청 | 당리동 | 사하구청 앞 횡단보도 | 부산광역시 사하구 당리동 317-82 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.103451 | 128.974553 | N | 2021-05-01 05:43:03 |
6 | 6692 | 3340000 | 부산광역시 사하구청 | 당리동 | 낙동초교 사거리 양지쌀유통 앞 | 부산광역시 사하구 당리동 313-25 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.104367 | 128.971859 | N | 2021-05-01 05:43:03 |
7 | 6693 | 3340000 | 부산광역시 사하구청 | 당리동 | 협진태양아파트 횡단보도 건너편 | 부산광역시 사하구 당리동 498-7 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.100625 | 128.976554 | N | 2021-05-01 05:43:03 |
8 | 6694 | 3340000 | 부산광역시 사하구청 | 당리동 | 협진태양아파트 횡단보도 건너편 | 부산광역시 사하구 당리동 498-7 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.100625 | 128.976554 | N | 2021-05-01 05:43:03 |
9 | 6695 | 3340000 | 부산광역시 사하구청 | 괴정동 | 동주대 입구 | 부산광역시 사하구 괴정동 250 | 탱탱걸이(우측고정) | 5.5*0.7 | 1 | 10 | 10000 | 1150 | 051-220-4715 | 부산광역시 사하구 | 2020-12-31 | 35.10268 | 128.998164 | N | 2021-05-01 05:43:03 |
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
592 | 6210 | 3290000 | 부산광역시 부산진구청 | 당감동 | 외식1번가 맞은편 | 부산광역시 진구 신천대로 222 | 탱탱걸이 | 6*0.9 | 5 | 10 | 10000 | 1620 | 051-605-4629 | 부산광역시 부산진구 | 2020-12-31 | 35.161952 | 129.049017 | N | 2021-05-01 05:43:03 |
593 | 6211 | 3290000 | 부산광역시 부산진구청 | 연지동 | 정묘사 옆 옹벽 | 부산광역시 진구 동평로 315 | 탱탱걸이 | 6*0.9 | 10 | 10 | 10000 | 1620 | 051-605-4629 | 부산광역시 부산진구 | 2020-12-31 | 35.173729 | 129.060765 | N | 2021-05-01 05:43:03 |
594 | 6486 | 3310000 | 부산광역시 남구청 | 감만제1동 | 감만삼거리 | 부산광역시 남구 감만동 75-56 | 탱탱이 걸이식(좌측고정) | 7.0*0.9 | 5 | 10 | 10000 | 1890 | 051-607-4626 | 부산광역시 남구 | 2020-12-31 | 35.124381 | 129.07396 | N | 2021-05-01 05:43:03 |
595 | 6732 | 3270000 | 부산광역시 동구청 | 좌천동 | 좌천동 좌천역 2번 출구 옆 | 부산광역시 동구 좌천1동 | 반자동접이형 | 6*0.9 | 1 | 0 | 0 | 0 | 051-440-4625 | 부산광역시 동구 | 2020-12-31 | 35.13357 | 129.053714 | N | 2021-05-01 05:43:03 |
596 | 6733 | 3270000 | 부산광역시 동구청 | 초량동 | 초량동 제1지하도로 충장로 인도변 | 부산광역시 동구 초량동 초량제1지하차도 출구 | 반자동접이형 | 6*0.9 | 5 | 0 | 0 | 0 | 051-440-4625 | 부산광역시 동구 | 2020-12-31 | 35.12131 | 129.04762 | N | 2021-05-01 05:43:03 |
597 | 6734 | 3270000 | 부산광역시 동구청 | 초량동 | 초량동 제1지하도로 충장로 인도변 | 부산광역시 동구 초량동 초량제1지하차도 출구 | 반자동접이형 | 6*0.7 | 6 | 0 | 0 | 0 | 051-440-4625 | 부산광역시 동구 | 2020-12-31 | 35.12131 | 129.04762 | N | 2021-05-01 05:43:03 |
598 | 6735 | 3270000 | 부산광역시 동구청 | 초량동 | 초량3동 부산역 앞 | 부산광역시 동구 초량동 중앙대로 206 | 반자동접이형 | 6*0.9 | 1 | 0 | 0 | 0 | 051-440-4625 | 부산광역시 동구 | 2020-12-31 | 35.11547 | 129.039855 | N | 2021-05-01 05:43:03 |
599 | 6736 | 3270000 | 부산광역시 동구청 | 초량동 | 부산역 충장대로변 선상주차장 입구 | 부산광역시 동구 초량동 부산역 선상주차장 출구 | 반자동접이형 | 6*0.9 | 5 | 0 | 10000 | 16200 | 051-440-4625 | 부산광역시 동구 | 2020-12-31 | 35.11677 | 129.04446 | N | 2021-05-01 05:43:03 |
600 | 6737 | 3270000 | 부산광역시 동구청 | 초량동 | 초량 메리츠화재옆 | 부산광역시 동구 초량동 1143-1 | 반자동접이형 | 6*0.9 | 5 | 0 | 10000 | 16200 | 051-440-4625 | 부산광역시 동구 | 2020-12-31 | 35.12591 | 129.0453 | N | 2021-05-01 05:43:03 |
601 | 6738 | 3270000 | 부산광역시 동구청 | 초량동 | 윤흥신석상 대기오염측정소옆공지 | 부산광역시 동구 초량동 1143-1 | 반자동접이형 | 6*0.9 | 5 | 0 | 10000 | 16200 | 051-440-4625 | 부산광역시 동구 | 2020-12-31 | 35.12591 | 129.0453 | N | 2021-05-01 05:43:03 |