Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 229 |
Missing cells | 21 |
Missing cells (%) | 0.8% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 20.3 KiB |
Average record size in memory | 90.6 B |
Variable types
Numeric | 2 |
---|---|
Categorical | 3 |
Text | 4 |
DateTime | 2 |
Dataset
Description | 2021-01-05 |
---|---|
Author | 부산시공공데이터포털 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901054101146000 |
last_load_dttm has constant value "" | Constant |
skey is highly overall correlated with gugun and 2 other fields | High correlation |
instt_code is highly overall correlated with gugun and 1 other fields | High correlation |
gugun is highly overall correlated with skey and 3 other fields | High correlation |
gugun_only_bike is highly overall correlated with skey and 3 other fields | High correlation |
gugun_bike_road is highly overall correlated with skey and 2 other fields | High correlation |
gugun_only_bike is highly imbalanced (51.7%) | Imbalance |
gugun_with_walk has 21 (9.2%) missing values | Missing |
skey has unique values | Unique |
Reproduction
Analysis started | 2024-04-16 15:22:54.806676 |
---|---|
Analysis finished | 2024-04-16 15:22:55.814520 |
Duration | 1.01 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 229 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1153.6638 |
Minimum | 1033 |
---|---|
Maximum | 1268 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 1033 |
---|---|
5-th percentile | 1051.4 |
Q1 | 1097 |
median | 1154 |
Q3 | 1211 |
95-th percentile | 1256.6 |
Maximum | 1268 |
Range | 235 |
Interquartile range (IQR) | 114 |
Descriptive statistics
Standard deviation | 66.820954 |
---|---|
Coefficient of variation (CV) | 0.05792065 |
Kurtosis | -1.1633511 |
Mean | 1153.6638 |
Median Absolute Deviation (MAD) | 57 |
Skewness | -0.0281755 |
Sum | 264189 |
Variance | 4465.04 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1042 | 1 | 0.4% |
1248 | 1 | 0.4% |
1250 | 1 | 0.4% |
1251 | 1 | 0.4% |
1058 | 1 | 0.4% |
1059 | 1 | 0.4% |
1060 | 1 | 0.4% |
1061 | 1 | 0.4% |
1062 | 1 | 0.4% |
1063 | 1 | 0.4% |
Other values (219) | 219 |
Value | Count | Frequency (%) |
1033 | 1 | |
1034 | 1 | |
1035 | 1 | |
1036 | 1 | |
1037 | 1 | |
1038 | 1 | |
1039 | 1 | |
1040 | 1 | |
1041 | 1 | |
1042 | 1 |
Value | Count | Frequency (%) |
1268 | 1 | |
1267 | 1 | |
1266 | 1 | |
1265 | 1 | |
1264 | 1 | |
1263 | 1 | |
1262 | 1 | |
1261 | 1 | |
1260 | 1 | |
1259 | 1 |
gugun
Categorical
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 6.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
부산광역시 해운대구 | |
---|---|
부산광역시 부산진구 | |
부산광역시 남구 | |
부산광역시 사하구 | |
부산광역시 동래구 | |
Other values (9) |
Length
Max length | 10 |
---|---|
Median length | 9 |
Mean length | 9.1266376 |
Min length | 8 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | 부산광역시 강서구 |
---|---|
2nd row | 부산광역시 강서구 |
3rd row | 부산광역시 북구 |
4th row | 부산광역시 북구 |
5th row | 부산광역시 연제구 |
Common Values
Value | Count | Frequency (%) |
부산광역시 해운대구 | 41 | |
부산광역시 부산진구 | 33 | |
부산광역시 남구 | 28 | |
부산광역시 사하구 | 25 | |
부산광역시 동래구 | 21 | |
부산광역시 연제구 | 20 | |
부산광역시 북구 | 14 | 6.1% |
부산광역시 금정구 | 14 | 6.1% |
부산광역시 강서구 | 11 | 4.8% |
부산광역시 사상구 | 10 | 4.4% |
Other values (4) | 12 | 5.2% |
Length
Value | Count | Frequency (%) |
부산광역시 | 229 | |
해운대구 | 41 | 9.0% |
부산진구 | 33 | 7.2% |
남구 | 28 | 6.1% |
사하구 | 25 | 5.5% |
동래구 | 21 | 4.6% |
연제구 | 20 | 4.4% |
북구 | 14 | 3.1% |
금정구 | 14 | 3.1% |
강서구 | 11 | 2.4% |
Other values (5) | 22 | 4.8% |
start_spot
Text
Distinct | 217 |
---|---|
Distinct (%) | 94.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
Length
Max length | 23 |
---|---|
Median length | 20 |
Mean length | 10.183406 |
Min length | 3 |
Characters and Unicode
Total characters | 2332 |
---|---|
Distinct characters | 207 |
Distinct categories | 8 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 205 ? |
---|---|
Unique (%) | 89.5% |
Sample
1st row | 과학산단로 입구 |
---|---|
2nd row | 미음산단로 입구 |
3rd row | 화명동 2315-9(도시철도(수정역) |
4th row | 대동화명대교 중간지점(강서구 경계) |
5th row | 법원북로 16 |
Value | Count | Frequency (%) |
부산광역시 | 18 | 3.8% |
동래구 | 17 | 3.6% |
분포로 | 9 | 1.9% |
좌동 | 9 | 1.9% |
우동 | 9 | 1.9% |
중동 | 8 | 1.7% |
화명동 | 8 | 1.7% |
신평동 | 8 | 1.7% |
중앙대로 | 8 | 1.7% |
입구 | 6 | 1.3% |
Other values (291) | 368 |
Most occurring characters
Value | Count | Frequency (%) |
243 | 10.4% | |
1 | 173 | 7.4% |
동 | 129 | 5.5% |
로 | 105 | 4.5% |
2 | 84 | 3.6% |
대 | 64 | 2.7% |
3 | 59 | 2.5% |
5 | 58 | 2.5% |
- | 57 | 2.4% |
6 | 56 | 2.4% |
Other values (197) | 1304 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1292 | |
Decimal Number | 645 | |
Space Separator | 243 | 10.4% |
Dash Punctuation | 57 | 2.4% |
Open Punctuation | 38 | 1.6% |
Close Punctuation | 37 | 1.6% |
Uppercase Letter | 14 | 0.6% |
Other Punctuation | 6 | 0.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 129 | 10.0% |
로 | 105 | 8.1% |
대 | 64 | 5.0% |
구 | 40 | 3.1% |
산 | 33 | 2.6% |
역 | 30 | 2.3% |
시 | 29 | 2.2% |
교 | 27 | 2.1% |
부 | 24 | 1.9% |
중 | 21 | 1.6% |
Other values (176) | 790 |
Decimal Number
Value | Count | Frequency (%) |
1 | 173 | |
2 | 84 | |
3 | 59 | 9.1% |
5 | 58 | 9.0% |
6 | 56 | 8.7% |
4 | 55 | 8.5% |
8 | 46 | 7.1% |
7 | 43 | 6.7% |
0 | 38 | 5.9% |
9 | 33 | 5.1% |
Uppercase Letter
Value | Count | Frequency (%) |
L | 5 | |
G | 5 | |
U | 1 | 7.1% |
I | 1 | 7.1% |
C | 1 | 7.1% |
N | 1 | 7.1% |
Space Separator
Value | Count | Frequency (%) |
243 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 57 |
Open Punctuation
Value | Count | Frequency (%) |
( | 38 |
Close Punctuation
Value | Count | Frequency (%) |
) | 37 |
Other Punctuation
Value | Count | Frequency (%) |
, | 6 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1292 | |
Common | 1026 | |
Latin | 14 | 0.6% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 129 | 10.0% |
로 | 105 | 8.1% |
대 | 64 | 5.0% |
구 | 40 | 3.1% |
산 | 33 | 2.6% |
역 | 30 | 2.3% |
시 | 29 | 2.2% |
교 | 27 | 2.1% |
부 | 24 | 1.9% |
중 | 21 | 1.6% |
Other values (176) | 790 |
Common
Value | Count | Frequency (%) |
243 | ||
1 | 173 | |
2 | 84 | 8.2% |
3 | 59 | 5.8% |
5 | 58 | 5.7% |
- | 57 | 5.6% |
6 | 56 | 5.5% |
4 | 55 | 5.4% |
8 | 46 | 4.5% |
7 | 43 | 4.2% |
Other values (5) | 152 |
Latin
Value | Count | Frequency (%) |
L | 5 | |
G | 5 | |
U | 1 | 7.1% |
I | 1 | 7.1% |
C | 1 | 7.1% |
N | 1 | 7.1% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1292 | |
ASCII | 1040 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
243 | ||
1 | 173 | |
2 | 84 | 8.1% |
3 | 59 | 5.7% |
5 | 58 | 5.6% |
- | 57 | 5.5% |
6 | 56 | 5.4% |
4 | 55 | 5.3% |
8 | 46 | 4.4% |
7 | 43 | 4.1% |
Other values (11) | 166 |
Hangul
Value | Count | Frequency (%) |
동 | 129 | 10.0% |
로 | 105 | 8.1% |
대 | 64 | 5.0% |
구 | 40 | 3.1% |
산 | 33 | 2.6% |
역 | 30 | 2.3% |
시 | 29 | 2.2% |
교 | 27 | 2.1% |
부 | 24 | 1.9% |
중 | 21 | 1.6% |
Other values (176) | 790 |
end_spot
Text
Distinct | 211 |
---|---|
Distinct (%) | 92.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
Length
Max length | 24 |
---|---|
Median length | 21 |
Mean length | 10.069869 |
Min length | 3 |
Characters and Unicode
Total characters | 2306 |
---|---|
Distinct characters | 212 |
Distinct categories | 8 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 195 ? |
---|---|
Unique (%) | 85.2% |
Sample
1st row | 신명교 |
---|---|
2nd row | 미음동1543-2 |
3rd row | 구포동 166 (덕천교차로-구포시장) |
4th row | 화명IC(램프F) 일원 |
5th row | 법원북로 86 |
Value | Count | Frequency (%) |
부산광역시 | 16 | 3.2% |
동래구 | 15 | 3.0% |
좌동 | 13 | 2.6% |
우동 | 12 | 2.4% |
신평동 | 9 | 1.8% |
중앙대로 | 9 | 1.8% |
화명동 | 9 | 1.8% |
입구 | 6 | 1.2% |
분포로 | 6 | 1.2% |
월드컵대로 | 4 | 0.8% |
Other values (318) | 394 |
Most occurring characters
Value | Count | Frequency (%) |
268 | 11.6% | |
1 | 147 | 6.4% |
동 | 130 | 5.6% |
로 | 103 | 4.5% |
2 | 73 | 3.2% |
4 | 71 | 3.1% |
- | 59 | 2.6% |
6 | 56 | 2.4% |
3 | 56 | 2.4% |
대 | 55 | 2.4% |
Other values (202) | 1288 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1244 | |
Decimal Number | 640 | |
Space Separator | 268 | 11.6% |
Dash Punctuation | 59 | 2.6% |
Close Punctuation | 35 | 1.5% |
Open Punctuation | 35 | 1.5% |
Uppercase Letter | 19 | 0.8% |
Other Punctuation | 6 | 0.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 130 | 10.5% |
로 | 103 | 8.3% |
대 | 55 | 4.4% |
구 | 36 | 2.9% |
시 | 30 | 2.4% |
산 | 27 | 2.2% |
역 | 27 | 2.2% |
부 | 24 | 1.9% |
천 | 23 | 1.8% |
평 | 22 | 1.8% |
Other values (177) | 767 |
Decimal Number
Value | Count | Frequency (%) |
1 | 147 | |
2 | 73 | |
4 | 71 | |
6 | 56 | 8.8% |
3 | 56 | 8.8% |
8 | 54 | 8.4% |
5 | 50 | 7.8% |
7 | 47 | 7.3% |
0 | 46 | 7.2% |
9 | 40 | 6.2% |
Uppercase Letter
Value | Count | Frequency (%) |
L | 4 | |
G | 4 | |
N | 2 | |
I | 2 | |
C | 2 | |
P | 1 | 5.3% |
U | 1 | 5.3% |
T | 1 | 5.3% |
B | 1 | 5.3% |
F | 1 | 5.3% |
Space Separator
Value | Count | Frequency (%) |
268 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 59 |
Close Punctuation
Value | Count | Frequency (%) |
) | 35 |
Open Punctuation
Value | Count | Frequency (%) |
( | 35 |
Other Punctuation
Value | Count | Frequency (%) |
, | 6 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1244 | |
Common | 1043 | |
Latin | 19 | 0.8% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 130 | 10.5% |
로 | 103 | 8.3% |
대 | 55 | 4.4% |
구 | 36 | 2.9% |
시 | 30 | 2.4% |
산 | 27 | 2.2% |
역 | 27 | 2.2% |
부 | 24 | 1.9% |
천 | 23 | 1.8% |
평 | 22 | 1.8% |
Other values (177) | 767 |
Common
Value | Count | Frequency (%) |
268 | ||
1 | 147 | |
2 | 73 | 7.0% |
4 | 71 | 6.8% |
- | 59 | 5.7% |
6 | 56 | 5.4% |
3 | 56 | 5.4% |
8 | 54 | 5.2% |
5 | 50 | 4.8% |
7 | 47 | 4.5% |
Other values (5) | 162 |
Latin
Value | Count | Frequency (%) |
L | 4 | |
G | 4 | |
N | 2 | |
I | 2 | |
C | 2 | |
P | 1 | 5.3% |
U | 1 | 5.3% |
T | 1 | 5.3% |
B | 1 | 5.3% |
F | 1 | 5.3% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1244 | |
ASCII | 1062 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
268 | ||
1 | 147 | |
2 | 73 | 6.9% |
4 | 71 | 6.7% |
- | 59 | 5.6% |
6 | 56 | 5.3% |
3 | 56 | 5.3% |
8 | 54 | 5.1% |
5 | 50 | 4.7% |
7 | 47 | 4.4% |
Other values (15) | 181 |
Hangul
Value | Count | Frequency (%) |
동 | 130 | 10.5% |
로 | 103 | 8.3% |
대 | 55 | 4.4% |
구 | 36 | 2.9% |
시 | 30 | 2.4% |
산 | 27 | 2.2% |
역 | 27 | 2.2% |
부 | 24 | 1.9% |
천 | 23 | 1.8% |
평 | 22 | 1.8% |
Other values (177) | 767 |
total
Text
Distinct | 146 |
---|---|
Distinct (%) | 63.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
Value | Count | Frequency (%) |
0.6 | 6 | 2.6% |
0.2 | 5 | 2.2% |
1.2 | 5 | 2.2% |
0.4 | 5 | 2.2% |
0.25 | 4 | 1.7% |
0.23 | 4 | 1.7% |
2.3 | 4 | 1.7% |
0.45 | 4 | 1.7% |
0.7 | 4 | 1.7% |
0.5 | 3 | 1.3% |
Other values (136) | 185 |
Most occurring characters
Value | Count | Frequency (%) |
. | 219 | |
0 | 123 | |
1 | 99 | |
2 | 84 | 10.1% |
5 | 65 | 7.8% |
3 | 50 | 6.0% |
4 | 48 | 5.8% |
6 | 47 | 5.7% |
7 | 40 | 4.8% |
9 | 27 | 3.3% |
Other values (3) | 28 | 3.4% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 609 | |
Other Punctuation | 219 | 26.4% |
Lowercase Letter | 2 | 0.2% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 123 | |
1 | 99 | |
2 | 84 | |
5 | 65 | |
3 | 50 | |
4 | 48 | 7.9% |
6 | 47 | 7.7% |
7 | 40 | 6.6% |
9 | 27 | 4.4% |
8 | 26 | 4.3% |
Lowercase Letter
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Other Punctuation
Value | Count | Frequency (%) |
. | 219 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 828 | |
Latin | 2 | 0.2% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 219 | |
0 | 123 | |
1 | 99 | |
2 | 84 | 10.1% |
5 | 65 | 7.9% |
3 | 50 | 6.0% |
4 | 48 | 5.8% |
6 | 47 | 5.7% |
7 | 40 | 4.8% |
9 | 27 | 3.3% |
Latin
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 830 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 219 | |
0 | 123 | |
1 | 99 | |
2 | 84 | 10.1% |
5 | 65 | 7.8% |
3 | 50 | 6.0% |
4 | 48 | 5.8% |
6 | 47 | 5.7% |
7 | 40 | 4.8% |
9 | 27 | 3.3% |
Other values (3) | 28 | 3.4% |
gugun_only_bike
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 30 |
---|---|
Distinct (%) | 13.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
<NA> | |
---|---|
0 | |
- | |
0.83 | 2 |
2 | 1 |
Other values (25) |
Length
Max length | 6 |
---|---|
Median length | 5 |
Mean length | 2.558952 |
Min length | 1 |
Unique
Unique | 26 ? |
---|---|
Unique (%) | 11.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | - |
4th row | - |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 93 | |
0 | 81 | |
- | 27 | 11.8% |
0.83 | 2 | 0.9% |
2 | 1 | 0.4% |
0.2 | 1 | 0.4% |
0.69 | 1 | 0.4% |
1.2 | 1 | 0.4% |
1.1 | 1 | 0.4% |
0.24 | 1 | 0.4% |
Other values (20) | 20 | 8.7% |
Length
Value | Count | Frequency (%) |
na | 93 | |
0 | 81 | |
27 | 11.8% | |
0.83 | 2 | 0.9% |
0.796 | 1 | 0.4% |
0.6 | 1 | 0.4% |
0.7 | 1 | 0.4% |
0.816 | 1 | 0.4% |
0.4 | 1 | 0.4% |
2.05 | 1 | 0.4% |
Other values (20) | 20 | 8.7% |
gugun_with_walk
Text
MISSING
 
Distinct | 133 |
---|---|
Distinct (%) | 63.9% |
Missing | 21 |
Missing (%) | 9.2% |
Memory size | 1.9 KiB |
Value | Count | Frequency (%) |
0 | 8 | 3.8% |
0.6 | 5 | 2.4% |
0.2 | 4 | 1.9% |
2.3 | 4 | 1.9% |
0.4 | 4 | 1.9% |
1.2 | 4 | 1.9% |
0.45 | 4 | 1.9% |
0.23 | 4 | 1.9% |
0.12 | 3 | 1.4% |
0.26 | 3 | 1.4% |
Other values (123) | 165 |
Most occurring characters
Value | Count | Frequency (%) |
. | 190 | |
0 | 110 | |
1 | 89 | |
2 | 74 | 10.2% |
5 | 58 | 8.0% |
3 | 42 | 5.8% |
4 | 42 | 5.8% |
6 | 41 | 5.7% |
7 | 32 | 4.4% |
9 | 26 | 3.6% |
Other values (4) | 20 | 2.8% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 531 | |
Other Punctuation | 190 | 26.2% |
Lowercase Letter | 2 | 0.3% |
Dash Punctuation | 1 | 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 110 | |
1 | 89 | |
2 | 74 | |
5 | 58 | |
3 | 42 | 7.9% |
4 | 42 | 7.9% |
6 | 41 | 7.7% |
7 | 32 | 6.0% |
9 | 26 | 4.9% |
8 | 17 | 3.2% |
Lowercase Letter
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Other Punctuation
Value | Count | Frequency (%) |
. | 190 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 722 | |
Latin | 2 | 0.3% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 190 | |
0 | 110 | |
1 | 89 | |
2 | 74 | 10.2% |
5 | 58 | 8.0% |
3 | 42 | 5.8% |
4 | 42 | 5.8% |
6 | 41 | 5.7% |
7 | 32 | 4.4% |
9 | 26 | 3.6% |
Other values (2) | 18 | 2.5% |
Latin
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 724 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 190 | |
0 | 110 | |
1 | 89 | |
2 | 74 | 10.2% |
5 | 58 | 8.0% |
3 | 42 | 5.8% |
4 | 42 | 5.8% |
6 | 41 | 5.7% |
7 | 32 | 4.4% |
9 | 26 | 3.6% |
Other values (4) | 20 | 2.8% |
gugun_bike_road
Categorical
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 2.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
0 | |
---|---|
- | |
<NA> | |
0.39 | 1 |
0.73 | 1 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.9039301 |
Min length | 1 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | 1.3% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | - |
4th row | - |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
0 | 82 | |
- | 78 | |
<NA> | 66 | |
0.39 | 1 | 0.4% |
0.73 | 1 | 0.4% |
0.13 | 1 | 0.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 82 | |
78 | ||
na | 66 | |
0.39 | 1 | 0.4% |
0.73 | 1 | 0.4% |
0.13 | 1 | 0.4% |
check_date
Date
Distinct | 3 |
---|---|
Distinct (%) | 1.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
Minimum | 2020-07-31 00:00:00 |
---|---|
Maximum | 2020-08-31 00:00:00 |
instt_code
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 6.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3328427.9 |
Minimum | 3250000 |
---|---|
Maximum | 3390000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 3250000 |
---|---|
5-th percentile | 3290000 |
Q1 | 3300000 |
median | 3330000 |
Q3 | 3350000 |
95-th percentile | 3380000 |
Maximum | 3390000 |
Range | 140000 |
Interquartile range (IQR) | 50000 |
Descriptive statistics
Standard deviation | 30235.484 |
---|---|
Coefficient of variation (CV) | 0.0090840133 |
Kurtosis | -0.62040864 |
Mean | 3328427.9 |
Median Absolute Deviation (MAD) | 20000 |
Skewness | 0.21896644 |
Sum | 7.6221 × 108 |
Variance | 9.1418448 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3330000 | 41 | |
3290000 | 33 | |
3310000 | 28 | |
3340000 | 25 | |
3300000 | 21 | |
3370000 | 20 | |
3320000 | 14 | 6.1% |
3350000 | 14 | 6.1% |
3360000 | 11 | 4.8% |
3390000 | 10 | 4.4% |
Other values (4) | 12 | 5.2% |
Value | Count | Frequency (%) |
3250000 | 1 | 0.4% |
3260000 | 2 | 0.9% |
3280000 | 2 | 0.9% |
3290000 | 33 | |
3300000 | 21 | |
3310000 | 28 | |
3320000 | 14 | 6.1% |
3330000 | 41 | |
3340000 | 25 | |
3350000 | 14 | 6.1% |
Value | Count | Frequency (%) |
3390000 | 10 | 4.4% |
3380000 | 7 | 3.1% |
3370000 | 20 | |
3360000 | 11 | 4.8% |
3350000 | 14 | 6.1% |
3340000 | 25 | |
3330000 | 41 | |
3320000 | 14 | 6.1% |
3310000 | 28 | |
3300000 | 21 |
last_load_dttm
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
Minimum | 2021-01-05 14:09:44 |
---|---|
Maximum | 2021-01-05 14:09:44 |
skey | gugun | gugun_only_bike | gugun_bike_road | check_date | instt_code | |
---|---|---|---|---|---|---|
skey | 1.000 | 0.939 | 0.881 | 0.873 | 0.755 | 0.883 |
gugun | 0.939 | 1.000 | 0.944 | 0.853 | 1.000 | 1.000 |
gugun_only_bike | 0.881 | 0.944 | 1.000 | 0.907 | 0.836 | 0.899 |
gugun_bike_road | 0.873 | 0.853 | 0.907 | 1.000 | 0.512 | 0.627 |
check_date | 0.755 | 1.000 | 0.836 | 0.512 | 1.000 | 0.979 |
instt_code | 0.883 | 1.000 | 0.899 | 0.627 | 0.979 | 1.000 |
gugun_only_bike | gugun | gugun_bike_road | |
---|---|---|---|
gugun_only_bike | 1.000 | 0.648 | 0.819 |
gugun | 0.648 | 1.000 | 0.670 |
gugun_bike_road | 0.819 | 0.670 | 1.000 |
skey | instt_code | gugun | gugun_only_bike | gugun_bike_road | |
---|---|---|---|---|---|
skey | 1.000 | -0.038 | 0.756 | 0.515 | 0.538 |
instt_code | -0.038 | 1.000 | 0.989 | 0.623 | 0.459 |
gugun | 0.756 | 0.989 | 1.000 | 0.648 | 0.670 |
gugun_only_bike | 0.515 | 0.623 | 0.648 | 1.000 | 0.819 |
gugun_bike_road | 0.538 | 0.459 | 0.670 | 0.819 | 1.000 |
skey | gugun | start_spot | end_spot | total | gugun_only_bike | gugun_with_walk | gugun_bike_road | check_date | instt_code | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1042 | 부산광역시 강서구 | 과학산단로 입구 | 신명교 | 6.9 | <NA> | 6.9 | <NA> | 2020-07-31 | 3360000 | 2021-01-05 14:09:44 |
1 | 1043 | 부산광역시 강서구 | 미음산단로 입구 | 미음동1543-2 | 10 | <NA> | 10 | <NA> | 2020-07-31 | 3360000 | 2021-01-05 14:09:44 |
2 | 1072 | 부산광역시 북구 | 화명동 2315-9(도시철도(수정역) | 구포동 166 (덕천교차로-구포시장) | 1.5 | - | 1.5 | - | 2020-07-31 | 3320000 | 2021-01-05 14:09:44 |
3 | 1073 | 부산광역시 북구 | 대동화명대교 중간지점(강서구 경계) | 화명IC(램프F) 일원 | 1.159 | - | 1.159 | - | 2020-07-31 | 3320000 | 2021-01-05 14:09:44 |
4 | 1086 | 부산광역시 연제구 | 법원북로 16 | 법원북로 86 | 0.75 | <NA> | 0.75 | <NA> | 2020-08-31 | 3370000 | 2021-01-05 14:09:44 |
5 | 1087 | 부산광역시 연제구 | 법원북로 13 | 법원북로 81 | 0.75 | <NA> | 0.75 | <NA> | 2020-08-31 | 3370000 | 2021-01-05 14:09:44 |
6 | 1088 | 부산광역시 연제구 | 법원로 31 | 법원로 5 | 0.4 | <NA> | 0.4 | <NA> | 2020-08-31 | 3370000 | 2021-01-05 14:09:44 |
7 | 1089 | 부산광역시 연제구 | 법원로 42 | 법원로 2 | 0.4 | <NA> | 0.4 | <NA> | 2020-08-31 | 3370000 | 2021-01-05 14:09:44 |
8 | 1090 | 부산광역시 연제구 | 미남로 1 | 미남로 20 | 0.2 | 0.2 | <NA> | <NA> | 2020-08-31 | 3370000 | 2021-01-05 14:09:44 |
9 | 1091 | 부산광역시 연제구 | 여고로 74 | 여고로 138 | 0.69 | 0.69 | <NA> | <NA> | 2020-08-31 | 3370000 | 2021-01-05 14:09:44 |
skey | gugun | start_spot | end_spot | total | gugun_only_bike | gugun_with_walk | gugun_bike_road | check_date | instt_code | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|
219 | 1211 | 부산광역시 남구 | 범일교 | 하구교 | 0.13 | <NA> | <NA> | 0.13 | 2020-07-31 | 3310000 | 2021-01-05 14:09:44 |
220 | 1212 | 부산광역시 남구 | 용당동 532-26(동명대입구 맞은편) | 신선로 301 | 0.816 | 0.816 | <NA> | <NA> | 2020-07-31 | 3310000 | 2021-01-05 14:09:44 |
221 | 1261 | 부산광역시 사상구 | 사하구경계 | 감전교차로 | 3.04 | 0 | 3.04 | 0 | 2020-07-31 | 3390000 | 2021-01-05 14:09:44 |
222 | 1262 | 부산광역시 사상구 | 괘법교 | 사상지하철역 | 0.7 | 0.7 | 0 | 0 | 2020-07-31 | 3390000 | 2021-01-05 14:09:44 |
223 | 1263 | 부산광역시 사상구 | 사상구청 | 감전중천공영P | 1.06 | 0 | 1.06 | 0 | 2020-07-31 | 3390000 | 2021-01-05 14:09:44 |
224 | 1264 | 부산광역시 사상구 | 사상구청교차로 | 낙동제방 | 1.76 | 0 | 1.76 | 0 | 2020-07-31 | 3390000 | 2021-01-05 14:09:44 |
225 | 1265 | 부산광역시 사상구 | 감전지하철역 | 사상구청교차로 | 0.74 | 0 | 0.74 | 0 | 2020-07-31 | 3390000 | 2021-01-05 14:09:44 |
226 | 1266 | 부산광역시 사상구 | 사상구청교차로 | 학장교차로방향 | 0.25 | 0 | 0.25 | 0 | 2020-07-31 | 3390000 | 2021-01-05 14:09:44 |
227 | 1267 | 부산광역시 사상구 | 학장교차로 | 사상구청교차로 | 0.6 | 0 | 0.6 | 0 | 2020-07-31 | 3390000 | 2021-01-05 14:09:44 |
228 | 1268 | 부산광역시 사상구 | 북구경계 | 사하구경계 | 9.4 | 9.4 | 0 | 0 | 2020-07-31 | 3390000 | 2021-01-05 14:09:44 |