Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 250 |
Missing cells | 17 |
Missing cells (%) | 0.6% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 22.1 KiB |
Average record size in memory | 90.5 B |
Variable types
Numeric | 2 |
---|---|
Categorical | 5 |
Text | 4 |
Dataset
Description | 2021-05-01 |
---|---|
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 1 other fields | High correlation |
instt_code is highly overall correlated with gugun and 2 other fields | High correlation |
gugun is highly overall correlated with skey and 4 other fields | High correlation |
gugun_only_bike is highly overall correlated with instt_code and 3 other fields | High correlation |
gugun_bike_road is highly overall correlated with gugun and 1 other fields | High correlation |
check_date is highly overall correlated with skey and 3 other fields | High correlation |
gugun_only_bike is highly imbalanced (51.7%) | Imbalance |
check_date is highly imbalanced (62.3%) | Imbalance |
gugun_with_walk has 17 (6.8%) missing values | Missing |
skey has unique values | Unique |
Reproduction
Analysis started | 2024-04-16 15:22:28.393535 |
---|---|
Analysis finished | 2024-04-16 15:22:29.704794 |
Duration | 1.31 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 250 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1406.352 |
Minimum | 1051 |
---|---|
Maximum | 1560 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.3 KiB |
Quantile statistics
Minimum | 1051 |
---|---|
5-th percentile | 1274.45 |
Q1 | 1345.25 |
median | 1407.5 |
Q3 | 1469.75 |
95-th percentile | 1547.55 |
Maximum | 1560 |
Range | 509 |
Interquartile range (IQR) | 124.5 |
Descriptive statistics
Standard deviation | 99.067601 |
---|---|
Coefficient of variation (CV) | 0.070442963 |
Kurtosis | 2.4778131 |
Mean | 1406.352 |
Median Absolute Deviation (MAD) | 62.5 |
Skewness | -0.98889891 |
Sum | 351588 |
Variance | 9814.3897 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1304 | 1 | 0.4% |
1393 | 1 | 0.4% |
1376 | 1 | 0.4% |
1377 | 1 | 0.4% |
1378 | 1 | 0.4% |
1379 | 1 | 0.4% |
1380 | 1 | 0.4% |
1381 | 1 | 0.4% |
1382 | 1 | 0.4% |
1387 | 1 | 0.4% |
Other values (240) | 240 |
Value | Count | Frequency (%) |
1051 | 1 | |
1052 | 1 | |
1053 | 1 | |
1054 | 1 | |
1055 | 1 | |
1056 | 1 | |
1057 | 1 | |
1269 | 1 | |
1270 | 1 | |
1271 | 1 |
Value | Count | Frequency (%) |
1560 | 1 | |
1559 | 1 | |
1558 | 1 | |
1557 | 1 | |
1556 | 1 | |
1555 | 1 | |
1554 | 1 | |
1553 | 1 | |
1552 | 1 | |
1551 | 1 |
gugun
Categorical
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
부산광역시 해운대구 | |
---|---|
부산광역시 부산진구 | |
부산광역시 남구 | |
부산광역시 사하구 | |
부산광역시 연제구 | |
Other values (10) |
Length
Max length | 10 |
---|---|
Median length | 9 |
Mean length | 8.64 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | 부산광역시 부산진구 |
---|---|
2nd row | 부산광역시 부산진구 |
3rd row | 부산광역시 부산진구 |
4th row | 부산광역시 부산진구 |
5th row | 부산광역시 부산진구 |
Common Values
Value | Count | Frequency (%) |
부산광역시 해운대구 | 35 | |
부산광역시 부산진구 | 34 | |
부산광역시 남구 | 28 | |
부산광역시 사하구 | 25 | |
부산광역시 연제구 | 21 | |
부산광역시 동래구 | 20 | |
기장군 | 19 | |
부산광역시 금정구 | 14 | 5.6% |
부산광역시 북구 | 14 | 5.6% |
부산광역시 수영구 | 14 | 5.6% |
Other values (5) | 26 |
Length
Value | Count | Frequency (%) |
부산광역시 | 231 | |
해운대구 | 35 | 7.3% |
부산진구 | 34 | 7.1% |
남구 | 28 | 5.8% |
사하구 | 25 | 5.2% |
연제구 | 21 | 4.4% |
동래구 | 20 | 4.2% |
기장군 | 19 | 4.0% |
금정구 | 14 | 2.9% |
북구 | 14 | 2.9% |
Other values (6) | 40 | 8.3% |
start_spot
Text
Distinct | 227 |
---|---|
Distinct (%) | 90.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
Value | Count | Frequency (%) |
부산광역시 | 17 | 3.4% |
동래구 | 16 | 3.2% |
신평동 | 9 | 1.8% |
분포로 | 9 | 1.8% |
중앙대로 | 9 | 1.8% |
좌동 | 8 | 1.6% |
우동 | 8 | 1.6% |
화명동 | 8 | 1.6% |
중동 | 7 | 1.4% |
맞은편 | 6 | 1.2% |
Other values (308) | 403 |
Most occurring characters
Value | Count | Frequency (%) |
250 | 10.2% | |
1 | 177 | 7.2% |
동 | 128 | 5.2% |
로 | 108 | 4.4% |
2 | 85 | 3.5% |
대 | 68 | 2.8% |
5 | 58 | 2.4% |
3 | 57 | 2.3% |
- | 56 | 2.3% |
6 | 55 | 2.2% |
Other values (208) | 1411 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1403 | |
Decimal Number | 649 | |
Space Separator | 250 | 10.2% |
Dash Punctuation | 56 | 2.3% |
Open Punctuation | 38 | 1.5% |
Close Punctuation | 37 | 1.5% |
Uppercase Letter | 14 | 0.6% |
Other Punctuation | 6 | 0.2% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 128 | 9.1% |
로 | 108 | 7.7% |
대 | 68 | 4.8% |
구 | 42 | 3.0% |
산 | 36 | 2.6% |
교 | 34 | 2.4% |
시 | 30 | 2.1% |
역 | 29 | 2.1% |
장 | 23 | 1.6% |
부 | 23 | 1.6% |
Other values (187) | 882 |
Decimal Number
Value | Count | Frequency (%) |
1 | 177 | |
2 | 85 | |
5 | 58 | 8.9% |
3 | 57 | 8.8% |
6 | 55 | 8.5% |
4 | 55 | 8.5% |
8 | 48 | 7.4% |
7 | 42 | 6.5% |
0 | 37 | 5.7% |
9 | 35 | 5.4% |
Uppercase Letter
Value | Count | Frequency (%) |
L | 5 | |
G | 5 | |
U | 1 | 7.1% |
N | 1 | 7.1% |
I | 1 | 7.1% |
C | 1 | 7.1% |
Space Separator
Value | Count | Frequency (%) |
250 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 56 |
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 | 1403 | |
Common | 1036 | |
Latin | 14 | 0.6% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 128 | 9.1% |
로 | 108 | 7.7% |
대 | 68 | 4.8% |
구 | 42 | 3.0% |
산 | 36 | 2.6% |
교 | 34 | 2.4% |
시 | 30 | 2.1% |
역 | 29 | 2.1% |
장 | 23 | 1.6% |
부 | 23 | 1.6% |
Other values (187) | 882 |
Common
Value | Count | Frequency (%) |
250 | ||
1 | 177 | |
2 | 85 | 8.2% |
5 | 58 | 5.6% |
3 | 57 | 5.5% |
- | 56 | 5.4% |
6 | 55 | 5.3% |
4 | 55 | 5.3% |
8 | 48 | 4.6% |
7 | 42 | 4.1% |
Other values (5) | 153 |
Latin
Value | Count | Frequency (%) |
L | 5 | |
G | 5 | |
U | 1 | 7.1% |
N | 1 | 7.1% |
I | 1 | 7.1% |
C | 1 | 7.1% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1403 | |
ASCII | 1050 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
250 | ||
1 | 177 | |
2 | 85 | 8.1% |
5 | 58 | 5.5% |
3 | 57 | 5.4% |
- | 56 | 5.3% |
6 | 55 | 5.2% |
4 | 55 | 5.2% |
8 | 48 | 4.6% |
7 | 42 | 4.0% |
Other values (11) | 167 |
Hangul
Value | Count | Frequency (%) |
동 | 128 | 9.1% |
로 | 108 | 7.7% |
대 | 68 | 4.8% |
구 | 42 | 3.0% |
산 | 36 | 2.6% |
교 | 34 | 2.4% |
시 | 30 | 2.1% |
역 | 29 | 2.1% |
장 | 23 | 1.6% |
부 | 23 | 1.6% |
Other values (187) | 882 |
end_spot
Text
Distinct | 224 |
---|---|
Distinct (%) | 89.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
Value | Count | Frequency (%) |
부산광역시 | 15 | 2.9% |
동래구 | 14 | 2.7% |
좌동 | 12 | 2.3% |
신평동 | 11 | 2.1% |
우동 | 10 | 1.9% |
화명동 | 9 | 1.7% |
중앙대로 | 9 | 1.7% |
남천동 | 6 | 1.1% |
입구 | 6 | 1.1% |
분포로 | 6 | 1.1% |
Other values (339) | 428 |
Most occurring characters
Value | Count | Frequency (%) |
279 | 11.4% | |
1 | 152 | 6.2% |
동 | 130 | 5.3% |
로 | 108 | 4.4% |
2 | 77 | 3.2% |
4 | 66 | 2.7% |
- | 59 | 2.4% |
대 | 57 | 2.3% |
3 | 57 | 2.3% |
6 | 56 | 2.3% |
Other values (217) | 1398 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1360 | |
Decimal Number | 646 | |
Space Separator | 279 | 11.4% |
Dash Punctuation | 59 | 2.4% |
Close Punctuation | 35 | 1.4% |
Open Punctuation | 35 | 1.4% |
Uppercase Letter | 19 | 0.8% |
Other Punctuation | 6 | 0.2% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 130 | 9.6% |
로 | 108 | 7.9% |
대 | 57 | 4.2% |
구 | 35 | 2.6% |
산 | 33 | 2.4% |
시 | 30 | 2.2% |
교 | 28 | 2.1% |
역 | 27 | 2.0% |
천 | 26 | 1.9% |
평 | 25 | 1.8% |
Other values (192) | 861 |
Decimal Number
Value | Count | Frequency (%) |
1 | 152 | |
2 | 77 | |
4 | 66 | |
3 | 57 | 8.8% |
6 | 56 | 8.7% |
8 | 55 | 8.5% |
5 | 53 | 8.2% |
0 | 48 | 7.4% |
7 | 45 | 7.0% |
9 | 37 | 5.7% |
Uppercase Letter
Value | Count | Frequency (%) |
L | 4 | |
G | 4 | |
N | 2 | |
C | 2 | |
I | 2 | |
F | 1 | 5.3% |
U | 1 | 5.3% |
B | 1 | 5.3% |
T | 1 | 5.3% |
P | 1 | 5.3% |
Space Separator
Value | Count | Frequency (%) |
279 |
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 | 1360 | |
Common | 1060 | |
Latin | 19 | 0.8% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 130 | 9.6% |
로 | 108 | 7.9% |
대 | 57 | 4.2% |
구 | 35 | 2.6% |
산 | 33 | 2.4% |
시 | 30 | 2.2% |
교 | 28 | 2.1% |
역 | 27 | 2.0% |
천 | 26 | 1.9% |
평 | 25 | 1.8% |
Other values (192) | 861 |
Common
Value | Count | Frequency (%) |
279 | ||
1 | 152 | |
2 | 77 | 7.3% |
4 | 66 | 6.2% |
- | 59 | 5.6% |
3 | 57 | 5.4% |
6 | 56 | 5.3% |
8 | 55 | 5.2% |
5 | 53 | 5.0% |
0 | 48 | 4.5% |
Other values (5) | 158 |
Latin
Value | Count | Frequency (%) |
L | 4 | |
G | 4 | |
N | 2 | |
C | 2 | |
I | 2 | |
F | 1 | 5.3% |
U | 1 | 5.3% |
B | 1 | 5.3% |
T | 1 | 5.3% |
P | 1 | 5.3% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1360 | |
ASCII | 1079 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
279 | ||
1 | 152 | |
2 | 77 | 7.1% |
4 | 66 | 6.1% |
- | 59 | 5.5% |
3 | 57 | 5.3% |
6 | 56 | 5.2% |
8 | 55 | 5.1% |
5 | 53 | 4.9% |
0 | 48 | 4.4% |
Other values (15) | 177 |
Hangul
Value | Count | Frequency (%) |
동 | 130 | 9.6% |
로 | 108 | 7.9% |
대 | 57 | 4.2% |
구 | 35 | 2.6% |
산 | 33 | 2.4% |
시 | 30 | 2.2% |
교 | 28 | 2.1% |
역 | 27 | 2.0% |
천 | 26 | 1.9% |
평 | 25 | 1.8% |
Other values (192) | 861 |
total
Text
Distinct | 154 |
---|---|
Distinct (%) | 61.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
Value | Count | Frequency (%) |
0.4 | 6 | 2.4% |
0.6 | 6 | 2.4% |
1.2 | 5 | 2.0% |
1 | 5 | 2.0% |
0.2 | 5 | 2.0% |
2 | 4 | 1.6% |
0.45 | 4 | 1.6% |
0.23 | 4 | 1.6% |
0.7 | 4 | 1.6% |
2.3 | 4 | 1.6% |
Other values (144) | 203 |
Most occurring characters
Value | Count | Frequency (%) |
. | 237 | |
0 | 126 | |
1 | 114 | |
2 | 89 | 10.0% |
5 | 68 | 7.7% |
6 | 52 | 5.9% |
3 | 51 | 5.7% |
4 | 49 | 5.5% |
7 | 42 | 4.7% |
9 | 30 | 3.4% |
Other values (3) | 29 | 3.3% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 648 | |
Other Punctuation | 237 | 26.7% |
Lowercase Letter | 2 | 0.2% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 126 | |
1 | 114 | |
2 | 89 | |
5 | 68 | |
6 | 52 | |
3 | 51 | |
4 | 49 | 7.6% |
7 | 42 | 6.5% |
9 | 30 | 4.6% |
8 | 27 | 4.2% |
Lowercase Letter
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Other Punctuation
Value | Count | Frequency (%) |
. | 237 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 885 | |
Latin | 2 | 0.2% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 237 | |
0 | 126 | |
1 | 114 | |
2 | 89 | 10.1% |
5 | 68 | 7.7% |
6 | 52 | 5.9% |
3 | 51 | 5.8% |
4 | 49 | 5.5% |
7 | 42 | 4.7% |
9 | 30 | 3.4% |
Latin
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 887 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 237 | |
0 | 126 | |
1 | 114 | |
2 | 89 | 10.0% |
5 | 68 | 7.7% |
6 | 52 | 5.9% |
3 | 51 | 5.7% |
4 | 49 | 5.5% |
7 | 42 | 4.7% |
9 | 30 | 3.4% |
Other values (3) | 29 | 3.3% |
gugun_only_bike
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 27 |
---|---|
Distinct (%) | 10.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
0 | |
---|---|
- | |
<NA> | |
2.7 | 2 |
0.2 | 1 |
Other values (22) |
Length
Max length | 6 |
---|---|
Median length | 1 |
Mean length | 1.956 |
Min length | 1 |
Unique
Unique | 23 ? |
---|---|
Unique (%) | 9.2% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 106 | |
- | 62 | |
<NA> | 57 | |
2.7 | 2 | 0.8% |
0.2 | 1 | 0.4% |
9.4 | 1 | 0.4% |
0.7 | 1 | 0.4% |
1.2 | 1 | 0.4% |
0.796 | 1 | 0.4% |
0.83 | 1 | 0.4% |
Other values (17) | 17 | 6.8% |
Length
Value | Count | Frequency (%) |
0 | 106 | |
62 | ||
na | 57 | |
2.7 | 2 | 0.8% |
0.73 | 1 | 0.4% |
1.1 | 1 | 0.4% |
0.816 | 1 | 0.4% |
2 | 1 | 0.4% |
10.79 | 1 | 0.4% |
0.68 | 1 | 0.4% |
Other values (17) | 17 | 6.8% |
gugun_with_walk
Text
MISSING
 
Distinct | 144 |
---|---|
Distinct (%) | 61.8% |
Missing | 17 |
Missing (%) | 6.8% |
Memory size | 2.1 KiB |
Value | Count | Frequency (%) |
0 | 9 | 3.9% |
1 | 5 | 2.1% |
0.6 | 5 | 2.1% |
0.4 | 5 | 2.1% |
1.2 | 4 | 1.7% |
0.45 | 4 | 1.7% |
2.3 | 4 | 1.7% |
0.23 | 4 | 1.7% |
0.5 | 4 | 1.7% |
0.2 | 4 | 1.7% |
Other values (134) | 185 |
Most occurring characters
Value | Count | Frequency (%) |
. | 211 | |
0 | 115 | |
1 | 106 | |
2 | 80 | 10.1% |
5 | 61 | 7.7% |
6 | 46 | 5.8% |
4 | 44 | 5.5% |
3 | 44 | 5.5% |
7 | 35 | 4.4% |
9 | 28 | 3.5% |
Other values (4) | 25 | 3.1% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 581 | |
Other Punctuation | 211 | 26.5% |
Lowercase Letter | 2 | 0.3% |
Dash Punctuation | 1 | 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 115 | |
1 | 106 | |
2 | 80 | |
5 | 61 | |
6 | 46 | 7.9% |
4 | 44 | 7.6% |
3 | 44 | 7.6% |
7 | 35 | 6.0% |
9 | 28 | 4.8% |
8 | 22 | 3.8% |
Lowercase Letter
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Other Punctuation
Value | Count | Frequency (%) |
. | 211 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 793 | |
Latin | 2 | 0.3% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 211 | |
0 | 115 | |
1 | 106 | |
2 | 80 | 10.1% |
5 | 61 | 7.7% |
6 | 46 | 5.8% |
4 | 44 | 5.5% |
3 | 44 | 5.5% |
7 | 35 | 4.4% |
9 | 28 | 3.5% |
Other values (2) | 23 | 2.9% |
Latin
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 795 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 211 | |
0 | 115 | |
1 | 106 | |
2 | 80 | 10.1% |
5 | 61 | 7.7% |
6 | 46 | 5.8% |
4 | 44 | 5.5% |
3 | 44 | 5.5% |
7 | 35 | 4.4% |
9 | 28 | 3.5% |
Other values (4) | 25 | 3.1% |
gugun_bike_road
Categorical
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 2.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
0 | |
---|---|
- | |
<NA> | |
0.39 | 1 |
0.73 | 1 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.828 |
Min length | 1 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | 1.2% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 101 | |
- | 80 | |
<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 | 101 | |
80 | ||
na | 66 | |
0.39 | 1 | 0.4% |
0.73 | 1 | 0.4% |
0.13 | 1 | 0.4% |
check_date
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
2020-12-31 | |
---|---|
2021-01-01 | 21 |
2020-08-21 | 7 |
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 | 222 | |
2021-01-01 | 21 | 8.4% |
2020-08-21 | 7 | 2.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020-12-31 | 222 | |
2021-01-01 | 21 | 8.4% |
2020-08-21 | 7 | 2.8% |
instt_code
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3335400 |
Minimum | 3250000 |
---|---|
Maximum | 3400000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.3 KiB |
Quantile statistics
Minimum | 3250000 |
---|---|
5-th percentile | 3290000 |
Q1 | 3310000 |
median | 3330000 |
Q3 | 3370000 |
95-th percentile | 3400000 |
Maximum | 3400000 |
Range | 150000 |
Interquartile range (IQR) | 60000 |
Descriptive statistics
Standard deviation | 35545.66 |
---|---|
Coefficient of variation (CV) | 0.010657091 |
Kurtosis | -0.88485443 |
Mean | 3335400 |
Median Absolute Deviation (MAD) | 30000 |
Skewness | 0.24040551 |
Sum | 8.3385 × 108 |
Variance | 1.263494 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3330000 | 35 | |
3290000 | 34 | |
3310000 | 28 | |
3340000 | 25 | |
3370000 | 21 | |
3300000 | 20 | |
3400000 | 19 | |
3350000 | 14 | 5.6% |
3320000 | 14 | 5.6% |
3380000 | 14 | 5.6% |
Other values (5) | 26 |
Value | Count | Frequency (%) |
3250000 | 1 | 0.4% |
3260000 | 2 | 0.8% |
3280000 | 2 | 0.8% |
3290000 | 34 | |
3300000 | 20 | |
3310000 | 28 | |
3320000 | 14 | 5.6% |
3330000 | 35 | |
3340000 | 25 | |
3350000 | 14 | 5.6% |
Value | Count | Frequency (%) |
3400000 | 19 | |
3390000 | 10 | 4.0% |
3380000 | 14 | 5.6% |
3370000 | 21 | |
3360000 | 11 | 4.4% |
3350000 | 14 | 5.6% |
3340000 | 25 | |
3330000 | 35 | |
3320000 | 14 | 5.6% |
3310000 | 28 |
last_load_dttm
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
2021-05-01 05:41:03 |
---|
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 05:41:03 |
---|---|
2nd row | 2021-05-01 05:41:03 |
3rd row | 2021-05-01 05:41:03 |
4th row | 2021-05-01 05:41:03 |
5th row | 2021-05-01 05:41:03 |
Common Values
Value | Count | Frequency (%) |
2021-05-01 05:41:03 | 250 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021-05-01 | 250 | |
05:41:03 | 250 |
skey | gugun | gugun_only_bike | gugun_bike_road | check_date | instt_code | |
---|---|---|---|---|---|---|
skey | 1.000 | 0.946 | 0.516 | 0.407 | 0.845 | 0.838 |
gugun | 0.946 | 1.000 | 0.957 | 0.849 | 0.984 | 1.000 |
gugun_only_bike | 0.516 | 0.957 | 1.000 | 0.875 | 0.861 | 0.875 |
gugun_bike_road | 0.407 | 0.849 | 0.875 | 1.000 | 0.142 | 0.597 |
check_date | 0.845 | 0.984 | 0.861 | 0.142 | 1.000 | 0.828 |
instt_code | 0.838 | 1.000 | 0.875 | 0.597 | 0.828 | 1.000 |
gugun_only_bike | check_date | gugun | gugun_bike_road | |
---|---|---|---|---|
gugun_only_bike | 1.000 | 0.646 | 0.616 | 0.835 |
check_date | 0.646 | 1.000 | 0.832 | 0.172 |
gugun | 0.616 | 0.832 | 1.000 | 0.671 |
gugun_bike_road | 0.835 | 0.172 | 0.671 | 1.000 |
skey | instt_code | gugun | gugun_only_bike | gugun_bike_road | check_date | |
---|---|---|---|---|---|---|
skey | 1.000 | 0.156 | 0.800 | 0.232 | 0.275 | 0.812 |
instt_code | 0.156 | 1.000 | 0.990 | 0.610 | 0.411 | 0.723 |
gugun | 0.800 | 0.990 | 1.000 | 0.616 | 0.671 | 0.832 |
gugun_only_bike | 0.232 | 0.610 | 0.616 | 1.000 | 0.835 | 0.646 |
gugun_bike_road | 0.275 | 0.411 | 0.671 | 0.835 | 1.000 | 0.172 |
check_date | 0.812 | 0.723 | 0.832 | 0.646 | 0.172 | 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 | 1304 | 부산광역시 부산진구 | 대학로46번길 5 | 대학로46번길 41 | 0.2 | 0 | 0.2 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
1 | 1305 | 부산광역시 부산진구 | 대학로46번길 2 | 대학로46번길 42 | 0.21 | 0 | 0.21 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
2 | 1306 | 부산광역시 부산진구 | 가야대로 725 | 신천대로 292 | 1.17 | 0 | 1.17 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
3 | 1307 | 부산광역시 부산진구 | 신천대로 291 | 신천대로 281 | 0.12 | 0 | 0.12 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
4 | 1308 | 부산광역시 부산진구 | 새싹로 132 | 동평로 218 | 0.12 | 0 | 0.12 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
5 | 1309 | 부산광역시 부산진구 | 부산시민공원 북문 | 부산시민공원 북2문 | 0.55 | 0 | 0.55 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
6 | 1310 | 부산광역시 부산진구 | 연지화인아파트 맞은편 | 양정현대아파트 | 0.45 | 0 | 0.45 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
7 | 1311 | 부산광역시 부산진구 | 중앙대로 883-2 | 중앙대로 989 | 1.25 | 0 | 1.25 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
8 | 1312 | 부산광역시 부산진구 | 연수로 13-1 | 연수로 71 | 0.55 | 0 | 0.55 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
9 | 1313 | 부산광역시 부산진구 | 중앙대로 884 | 연수로 70 | 1.2 | 0 | 1.2 | 0 | 2020-12-31 | 3290000 | 2021-05-01 05:41:03 |
skey | gugun | start_spot | end_spot | total | gugun_only_bike | gugun_with_walk | gugun_bike_road | check_date | instt_code | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|
240 | 1527 | 부산광역시 남구 | 유엔로 127-2(대성맨션) | 천제등로 28 | 0.39 | <NA> | <NA> | 0.39 | 2020-12-31 | 3310000 | 2021-05-01 05:41:03 |
241 | 1528 | 부산광역시 남구 | 천제등로 28 맞은편 | 수영로 186 (삼성리빙프라자) | 0.23 | <NA> | 0.23 | <NA> | 2020-12-31 | 3310000 | 2021-05-01 05:41:03 |
242 | 1529 | 부산광역시 남구 | 수영로 184(하이마트) | 천제등로 28 | 0.285 | <NA> | 0.29 | <NA> | 2020-12-31 | 3310000 | 2021-05-01 05:41:03 |
243 | 1530 | 부산광역시 남구 | 수영로 185 | 수영로 73-1 (지게골역2번출구) | 1.16 | <NA> | 1.16 | <NA> | 2020-12-31 | 3310000 | 2021-05-01 05:41:03 |
244 | 1531 | 부산광역시 남구 | 수영로 72(지게골역1번출구) | 수영로 184 (하이마트) | 1.17 | <NA> | 1.17 | <NA> | 2020-12-31 | 3310000 | 2021-05-01 05:41:03 |
245 | 1532 | 부산광역시 남구 | 수영로 72(지게골역1번출구) | 지게골로 4 | 0.73 | <NA> | <NA> | 0.73 | 2020-12-31 | 3310000 | 2021-05-01 05:41:03 |
246 | 1533 | 부산광역시 남구 | 지게골로 4 | 범일교 | 0.295 | <NA> | 0.295 | <NA> | 2020-12-31 | 3310000 | 2021-05-01 05:41:03 |
247 | 1534 | 부산광역시 남구 | 범일교 | 하구교 | 0.13 | <NA> | <NA> | 0.13 | 2020-12-31 | 3310000 | 2021-05-01 05:41:03 |
248 | 1535 | 부산광역시 남구 | 용당동 532-26(동명대입구 맞은편) | 신선로 301 | 0.816 | 0.816 | <NA> | <NA> | 2020-12-31 | 3310000 | 2021-05-01 05:41:03 |
249 | 1560 | 부산광역시 사하구 | 신평동 643,강서경계 | 신평동 645-2,신평역 | 0.4 | 0.4 | 0 | 0 | 2020-12-31 | 3340000 | 2021-05-01 05:41:03 |