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 | 2023-07-01 |
---|---|
Author | 부산시공공데이터포털 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901054101146000 |
last_load_dttm has constant value "" | Constant |
check_date is highly overall correlated with skey and 2 other fields | High correlation |
gugun is highly overall correlated with skey and 4 other fields | High correlation |
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_only_bike is highly overall correlated with instt_code and 2 other fields | High correlation |
gugun_bike_road is highly overall correlated with gugun and 1 other fields | High correlation |
gugun_only_bike is highly imbalanced (51.4%) | Imbalance |
gugun_with_walk has 17 (6.8%) missing values | Missing |
skey has unique values | Unique |
Reproduction
Analysis started | 2024-04-16 15:19:30.310826 |
---|---|
Analysis finished | 2024-04-16 15:19:31.712775 |
Duration | 1.4 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 | 1661.532 |
Minimum | 1332 |
---|---|
Maximum | 1810 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.3 KiB |
Quantile statistics
Minimum | 1332 |
---|---|
5-th percentile | 1344.45 |
Q1 | 1609.25 |
median | 1671.5 |
Q3 | 1733.75 |
95-th percentile | 1797.55 |
Maximum | 1810 |
Range | 478 |
Interquartile range (IQR) | 124.5 |
Descriptive statistics
Standard deviation | 105.13556 |
---|---|
Coefficient of variation (CV) | 0.06327628 |
Kurtosis | 2.6085525 |
Mean | 1661.532 |
Median Absolute Deviation (MAD) | 62.5 |
Skewness | -1.3632891 |
Sum | 415383 |
Variance | 11053.487 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1342 | 1 | 0.4% |
1631 | 1 | 0.4% |
1618 | 1 | 0.4% |
1619 | 1 | 0.4% |
1620 | 1 | 0.4% |
1621 | 1 | 0.4% |
1622 | 1 | 0.4% |
1623 | 1 | 0.4% |
1624 | 1 | 0.4% |
1625 | 1 | 0.4% |
Other values (240) | 240 |
Value | Count | Frequency (%) |
1332 | 1 | |
1333 | 1 | |
1334 | 1 | |
1335 | 1 | |
1336 | 1 | |
1337 | 1 | |
1338 | 1 | |
1339 | 1 | |
1340 | 1 | |
1341 | 1 |
Value | Count | Frequency (%) |
1810 | 1 | |
1809 | 1 | |
1808 | 1 | |
1807 | 1 | |
1806 | 1 | |
1805 | 1 | |
1804 | 1 | |
1803 | 1 | |
1802 | 1 | |
1801 | 1 |
gugun
Categorical
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
부산광역시 부산진구 | |
---|---|
부산광역시 해운대구 | |
부산광역시 남구 | |
부산광역시 사하구 | |
부산광역시 연제구 | |
Other values (10) |
Length
Max length | 10 |
---|---|
Median length | 9 |
Mean length | 8.824 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | 부산광역시 금정구 |
---|---|
2nd row | 부산광역시 금정구 |
3rd row | 부산광역시 금정구 |
4th row | 부산광역시 금정구 |
5th row | 부산광역시 동래구 |
Common Values
Value | Count | Frequency (%) |
부산광역시 부산진구 | 38 | |
부산광역시 해운대구 | 35 | |
부산광역시 남구 | 28 | |
부산광역시 사하구 | 26 | |
부산광역시 연제구 | 21 | |
부산광역시 동래구 | 20 | |
부산광역시 기장군 | 20 | |
부산광역시 금정구 | 14 | 5.6% |
부산광역시 북구 | 14 | 5.6% |
강서구 | 12 | 4.8% |
Other values (5) | 22 |
Length
Value | Count | Frequency (%) |
부산광역시 | 238 | |
부산진구 | 38 | 7.8% |
해운대구 | 35 | 7.2% |
남구 | 28 | 5.7% |
사하구 | 26 | 5.3% |
연제구 | 21 | 4.3% |
동래구 | 20 | 4.1% |
기장군 | 20 | 4.1% |
금정구 | 14 | 2.9% |
북구 | 14 | 2.9% |
Other values (6) | 34 | 7.0% |
start_spot
Text
Distinct | 234 |
---|---|
Distinct (%) | 93.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
Value | Count | Frequency (%) |
부산광역시 | 21 | 3.9% |
동래구 | 20 | 3.7% |
중앙대로 | 10 | 1.8% |
신평동 | 9 | 1.7% |
분포로 | 9 | 1.7% |
우동 | 8 | 1.5% |
좌동 | 8 | 1.5% |
화명동 | 8 | 1.5% |
중동 | 7 | 1.3% |
온천동 | 6 | 1.1% |
Other values (342) | 438 |
Most occurring characters
Value | Count | Frequency (%) |
294 | 10.8% | |
1 | 189 | 6.9% |
동 | 149 | 5.5% |
로 | 111 | 4.1% |
2 | 92 | 3.4% |
- | 73 | 2.7% |
3 | 68 | 2.5% |
5 | 66 | 2.4% |
대 | 65 | 2.4% |
4 | 63 | 2.3% |
Other values (222) | 1562 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1498 | |
Decimal Number | 733 | |
Space Separator | 294 | 10.8% |
Dash Punctuation | 73 | 2.7% |
Open Punctuation | 57 | 2.1% |
Close Punctuation | 56 | 2.0% |
Uppercase Letter | 16 | 0.6% |
Other Punctuation | 5 | 0.2% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 149 | 9.9% |
로 | 111 | 7.4% |
대 | 65 | 4.3% |
구 | 45 | 3.0% |
산 | 41 | 2.7% |
시 | 36 | 2.4% |
교 | 33 | 2.2% |
역 | 32 | 2.1% |
천 | 28 | 1.9% |
부 | 27 | 1.8% |
Other values (198) | 931 |
Decimal Number
Value | Count | Frequency (%) |
1 | 189 | |
2 | 92 | |
3 | 68 | 9.3% |
5 | 66 | 9.0% |
4 | 63 | 8.6% |
8 | 57 | 7.8% |
6 | 56 | 7.6% |
7 | 56 | 7.6% |
9 | 45 | 6.1% |
0 | 41 | 5.6% |
Uppercase Letter
Value | Count | Frequency (%) |
L | 5 | |
G | 5 | |
N | 1 | 6.2% |
U | 1 | 6.2% |
S | 1 | 6.2% |
D | 1 | 6.2% |
C | 1 | 6.2% |
I | 1 | 6.2% |
Other Punctuation
Value | Count | Frequency (%) |
, | 4 | |
. | 1 | 20.0% |
Space Separator
Value | Count | Frequency (%) |
294 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 73 |
Open Punctuation
Value | Count | Frequency (%) |
( | 57 |
Close Punctuation
Value | Count | Frequency (%) |
) | 56 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1498 | |
Common | 1218 | |
Latin | 16 | 0.6% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 149 | 9.9% |
로 | 111 | 7.4% |
대 | 65 | 4.3% |
구 | 45 | 3.0% |
산 | 41 | 2.7% |
시 | 36 | 2.4% |
교 | 33 | 2.2% |
역 | 32 | 2.1% |
천 | 28 | 1.9% |
부 | 27 | 1.8% |
Other values (198) | 931 |
Common
Value | Count | Frequency (%) |
294 | ||
1 | 189 | |
2 | 92 | 7.6% |
- | 73 | 6.0% |
3 | 68 | 5.6% |
5 | 66 | 5.4% |
4 | 63 | 5.2% |
8 | 57 | 4.7% |
( | 57 | 4.7% |
) | 56 | 4.6% |
Other values (6) | 203 |
Latin
Value | Count | Frequency (%) |
L | 5 | |
G | 5 | |
N | 1 | 6.2% |
U | 1 | 6.2% |
S | 1 | 6.2% |
D | 1 | 6.2% |
C | 1 | 6.2% |
I | 1 | 6.2% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1498 | |
ASCII | 1234 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
294 | ||
1 | 189 | |
2 | 92 | 7.5% |
- | 73 | 5.9% |
3 | 68 | 5.5% |
5 | 66 | 5.3% |
4 | 63 | 5.1% |
8 | 57 | 4.6% |
( | 57 | 4.6% |
) | 56 | 4.5% |
Other values (14) | 219 |
Hangul
Value | Count | Frequency (%) |
동 | 149 | 9.9% |
로 | 111 | 7.4% |
대 | 65 | 4.3% |
구 | 45 | 3.0% |
산 | 41 | 2.7% |
시 | 36 | 2.4% |
교 | 33 | 2.2% |
역 | 32 | 2.1% |
천 | 28 | 1.9% |
부 | 27 | 1.8% |
Other values (198) | 931 |
end_spot
Text
Distinct | 231 |
---|---|
Distinct (%) | 92.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
Length
Max length | 36 |
---|---|
Median length | 29 |
Mean length | 11.004 |
Min length | 3 |
Characters and Unicode
Total characters | 2751 |
---|---|
Distinct characters | 232 |
Distinct categories | 8 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 214 ? |
---|---|
Unique (%) | 85.6% |
Sample
1st row | 선동상현회관 |
---|---|
2nd row | 동천교 |
3rd row | 온천장역 |
4th row | 금사역 |
5th row | 부산광역시 동래구 충렬대로171 (명륜동 533-230) |
Value | Count | Frequency (%) |
부산광역시 | 21 | 3.6% |
동래구 | 20 | 3.5% |
좌동 | 12 | 2.1% |
신평동 | 10 | 1.7% |
우동 | 10 | 1.7% |
화명동 | 9 | 1.6% |
중앙대로 | 6 | 1.0% |
사직동 | 6 | 1.0% |
분포로 | 6 | 1.0% |
입구 | 5 | 0.9% |
Other values (371) | 471 |
Most occurring characters
Value | Count | Frequency (%) |
327 | 11.9% | |
1 | 167 | 6.1% |
동 | 157 | 5.7% |
로 | 105 | 3.8% |
2 | 86 | 3.1% |
- | 82 | 3.0% |
3 | 77 | 2.8% |
4 | 76 | 2.8% |
5 | 66 | 2.4% |
6 | 59 | 2.1% |
Other values (222) | 1549 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1469 | |
Decimal Number | 737 | |
Space Separator | 327 | 11.9% |
Dash Punctuation | 82 | 3.0% |
Open Punctuation | 56 | 2.0% |
Close Punctuation | 56 | 2.0% |
Uppercase Letter | 19 | 0.7% |
Other Punctuation | 5 | 0.2% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 157 | 10.7% |
로 | 105 | 7.1% |
대 | 54 | 3.7% |
구 | 42 | 2.9% |
산 | 39 | 2.7% |
시 | 36 | 2.5% |
천 | 33 | 2.2% |
역 | 32 | 2.2% |
부 | 31 | 2.1% |
교 | 28 | 1.9% |
Other values (196) | 912 |
Decimal Number
Value | Count | Frequency (%) |
1 | 167 | |
2 | 86 | |
3 | 77 | |
4 | 76 | |
5 | 66 | 9.0% |
6 | 59 | 8.0% |
8 | 58 | 7.9% |
0 | 53 | 7.2% |
7 | 51 | 6.9% |
9 | 44 | 6.0% |
Uppercase Letter
Value | Count | Frequency (%) |
G | 4 | |
L | 4 | |
N | 2 | |
I | 2 | |
C | 2 | |
F | 1 | 5.3% |
P | 1 | 5.3% |
U | 1 | 5.3% |
T | 1 | 5.3% |
B | 1 | 5.3% |
Other Punctuation
Value | Count | Frequency (%) |
, | 4 | |
. | 1 | 20.0% |
Space Separator
Value | Count | Frequency (%) |
327 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 82 |
Open Punctuation
Value | Count | Frequency (%) |
( | 56 |
Close Punctuation
Value | Count | Frequency (%) |
) | 56 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1469 | |
Common | 1263 | |
Latin | 19 | 0.7% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 157 | 10.7% |
로 | 105 | 7.1% |
대 | 54 | 3.7% |
구 | 42 | 2.9% |
산 | 39 | 2.7% |
시 | 36 | 2.5% |
천 | 33 | 2.2% |
역 | 32 | 2.2% |
부 | 31 | 2.1% |
교 | 28 | 1.9% |
Other values (196) | 912 |
Common
Value | Count | Frequency (%) |
327 | ||
1 | 167 | |
2 | 86 | 6.8% |
- | 82 | 6.5% |
3 | 77 | 6.1% |
4 | 76 | 6.0% |
5 | 66 | 5.2% |
6 | 59 | 4.7% |
8 | 58 | 4.6% |
( | 56 | 4.4% |
Other values (6) | 209 |
Latin
Value | Count | Frequency (%) |
G | 4 | |
L | 4 | |
N | 2 | |
I | 2 | |
C | 2 | |
F | 1 | 5.3% |
P | 1 | 5.3% |
U | 1 | 5.3% |
T | 1 | 5.3% |
B | 1 | 5.3% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1469 | |
ASCII | 1282 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
327 | ||
1 | 167 | |
2 | 86 | 6.7% |
- | 82 | 6.4% |
3 | 77 | 6.0% |
4 | 76 | 5.9% |
5 | 66 | 5.1% |
6 | 59 | 4.6% |
8 | 58 | 4.5% |
( | 56 | 4.4% |
Other values (16) | 228 |
Hangul
Value | Count | Frequency (%) |
동 | 157 | 10.7% |
로 | 105 | 7.1% |
대 | 54 | 3.7% |
구 | 42 | 2.9% |
산 | 39 | 2.7% |
시 | 36 | 2.5% |
천 | 33 | 2.2% |
역 | 32 | 2.2% |
부 | 31 | 2.1% |
교 | 28 | 1.9% |
Other values (196) | 912 |
total
Text
Distinct | 155 |
---|---|
Distinct (%) | 62.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
Value | Count | Frequency (%) |
0.4 | 6 | 2.4% |
0.6 | 6 | 2.4% |
0.2 | 6 | 2.4% |
1.2 | 5 | 2.0% |
2 | 5 | 2.0% |
0.7 | 4 | 1.6% |
1.17 | 4 | 1.6% |
2.3 | 4 | 1.6% |
1 | 4 | 1.6% |
0.23 | 4 | 1.6% |
Other values (145) | 202 |
Most occurring characters
Value | Count | Frequency (%) |
. | 237 | |
0 | 127 | |
1 | 112 | |
2 | 90 | 10.1% |
5 | 67 | 7.5% |
3 | 56 | 6.3% |
6 | 53 | 6.0% |
4 | 47 | 5.3% |
7 | 42 | 4.7% |
9 | 29 | 3.3% |
Other values (3) | 30 | 3.4% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 651 | |
Other Punctuation | 237 | 26.6% |
Lowercase Letter | 2 | 0.2% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 127 | |
1 | 112 | |
2 | 90 | |
5 | 67 | |
3 | 56 | |
6 | 53 | |
4 | 47 | 7.2% |
7 | 42 | 6.5% |
9 | 29 | 4.5% |
8 | 28 | 4.3% |
Lowercase Letter
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Other Punctuation
Value | Count | Frequency (%) |
. | 237 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 888 | |
Latin | 2 | 0.2% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 237 | |
0 | 127 | |
1 | 112 | |
2 | 90 | 10.1% |
5 | 67 | 7.5% |
3 | 56 | 6.3% |
6 | 53 | 6.0% |
4 | 47 | 5.3% |
7 | 42 | 4.7% |
9 | 29 | 3.3% |
Latin
Value | Count | Frequency (%) |
k | 1 | |
m | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 890 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 237 | |
0 | 127 | |
1 | 112 | |
2 | 90 | 10.1% |
5 | 67 | 7.5% |
3 | 56 | 6.3% |
6 | 53 | 6.0% |
4 | 47 | 5.3% |
7 | 42 | 4.7% |
9 | 29 | 3.3% |
Other values (3) | 30 | 3.4% |
gugun_only_bike
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 28 |
---|---|
Distinct (%) | 11.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
0 | |
---|---|
- | |
<NA> | |
2 | 2 |
0.47 | 1 |
Other values (23) |
Length
Max length | 6 |
---|---|
Median length | 1 |
Mean length | 1.952 |
Min length | 1 |
Unique
Unique | 24 ? |
---|---|
Unique (%) | 9.6% |
Sample
1st row | - |
---|---|
2nd row | - |
3rd row | - |
4th row | - |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 104 | |
- | 63 | |
<NA> | 57 | |
2 | 2 | 0.8% |
0.47 | 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 (18) | 18 | 7.2% |
Length
Value | Count | Frequency (%) |
0 | 104 | |
63 | ||
na | 57 | |
2 | 2 | 0.8% |
0.38km | 1 | 0.4% |
0.15 | 1 | 0.4% |
0.816 | 1 | 0.4% |
1.1 | 1 | 0.4% |
0.24 | 1 | 0.4% |
0.73 | 1 | 0.4% |
Other values (18) | 18 | 7.2% |
gugun_with_walk
Text
MISSING
 
Distinct | 144 |
---|---|
Distinct (%) | 61.8% |
Missing | 17 |
Missing (%) | 6.8% |
Memory size | 2.1 KiB |
Value | Count | Frequency (%) |
0 | 10 | 4.3% |
0.2 | 5 | 2.1% |
0.4 | 5 | 2.1% |
0.6 | 5 | 2.1% |
2.3 | 4 | 1.7% |
1.17 | 4 | 1.7% |
0.23 | 4 | 1.7% |
1.2 | 4 | 1.7% |
1 | 4 | 1.7% |
0.45 | 3 | 1.3% |
Other values (134) | 185 |
Most occurring characters
Value | Count | Frequency (%) |
. | 211 | |
0 | 117 | |
1 | 104 | |
2 | 80 | 10.0% |
5 | 60 | 7.5% |
3 | 48 | 6.0% |
6 | 47 | 5.9% |
4 | 42 | 5.3% |
7 | 37 | 4.6% |
9 | 28 | 3.5% |
Other values (4) | 25 | 3.1% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 585 | |
Other Punctuation | 211 | 26.4% |
Lowercase Letter | 2 | 0.3% |
Dash Punctuation | 1 | 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 117 | |
1 | 104 | |
2 | 80 | |
5 | 60 | |
3 | 48 | |
6 | 47 | |
4 | 42 | 7.2% |
7 | 37 | 6.3% |
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 | 797 | |
Latin | 2 | 0.3% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 211 | |
0 | 117 | |
1 | 104 | |
2 | 80 | 10.0% |
5 | 60 | 7.5% |
3 | 48 | 6.0% |
6 | 47 | 5.9% |
4 | 42 | 5.3% |
7 | 37 | 4.6% |
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 | 799 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 211 | |
0 | 117 | |
1 | 104 | |
2 | 80 | 10.0% |
5 | 60 | 7.5% |
3 | 48 | 6.0% |
6 | 47 | 5.9% |
4 | 42 | 5.3% |
7 | 37 | 4.6% |
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 | 1.84 |
Min length | 1 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | 1.2% |
Sample
1st row | - |
---|---|
2nd row | - |
3rd row | - |
4th row | - |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 107 | |
- | 73 | |
<NA> | 67 | |
0.39 | 1 | 0.4% |
0.73 | 1 | 0.4% |
0.13 | 1 | 0.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 107 | |
73 | ||
na | 67 | |
0.39 | 1 | 0.4% |
0.73 | 1 | 0.4% |
0.13 | 1 | 0.4% |
check_date
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 KiB |
2022-12-31 | |
---|---|
2023-01-10 | |
2023-01-20 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022-12-31 |
---|---|
2nd row | 2022-12-31 |
3rd row | 2022-12-31 |
4th row | 2022-12-31 |
5th row | 2022-12-31 |
Common Values
Value | Count | Frequency (%) |
2022-12-31 | 192 | |
2023-01-10 | 38 | 15.2% |
2023-01-20 | 20 | 8.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2022-12-31 | 192 | |
2023-01-10 | 38 | 15.2% |
2023-01-20 | 20 | 8.0% |
instt_code
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3333800 |
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 | 3302500 |
median | 3330000 |
Q3 | 3360000 |
95-th percentile | 3400000 |
Maximum | 3400000 |
Range | 150000 |
Interquartile range (IQR) | 57500 |
Descriptive statistics
Standard deviation | 35459.689 |
---|---|
Coefficient of variation (CV) | 0.010636418 |
Kurtosis | -0.80038982 |
Mean | 3333800 |
Median Absolute Deviation (MAD) | 30000 |
Skewness | 0.3141719 |
Sum | 8.3345 × 108 |
Variance | 1.2573896 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3290000 | 38 | |
3330000 | 35 | |
3310000 | 28 | |
3340000 | 26 | |
3370000 | 21 | |
3300000 | 20 | |
3400000 | 20 | |
3350000 | 14 | 5.6% |
3320000 | 14 | 5.6% |
3360000 | 12 | 4.8% |
Other values (5) | 22 |
Value | Count | Frequency (%) |
3250000 | 1 | 0.4% |
3260000 | 2 | 0.8% |
3280000 | 2 | 0.8% |
3290000 | 38 | |
3300000 | 20 | |
3310000 | 28 | |
3320000 | 14 | 5.6% |
3330000 | 35 | |
3340000 | 26 | |
3350000 | 14 | 5.6% |
Value | Count | Frequency (%) |
3400000 | 20 | |
3390000 | 10 | 4.0% |
3380000 | 7 | 2.8% |
3370000 | 21 | |
3360000 | 12 | 4.8% |
3350000 | 14 | 5.6% |
3340000 | 26 | |
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 |
2023-07-01 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 | 2023-07-01 05:41:03 |
---|---|
2nd row | 2023-07-01 05:41:03 |
3rd row | 2023-07-01 05:41:03 |
4th row | 2023-07-01 05:41:03 |
5th row | 2023-07-01 05:41:03 |
Common Values
Value | Count | Frequency (%) |
2023-07-01 05:41:03 | 250 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-07-01 | 250 | |
05:41:03 | 250 |
skey | gugun | gugun_only_bike | gugun_bike_road | check_date | instt_code | |
---|---|---|---|---|---|---|
skey | 1.000 | 0.968 | 0.742 | 0.598 | 0.656 | 0.885 |
gugun | 0.968 | 1.000 | 0.918 | 0.849 | 1.000 | 1.000 |
gugun_only_bike | 0.742 | 0.918 | 1.000 | 0.993 | 0.455 | 0.842 |
gugun_bike_road | 0.598 | 0.849 | 0.993 | 1.000 | 0.451 | 0.591 |
check_date | 0.656 | 1.000 | 0.455 | 0.451 | 1.000 | 0.926 |
instt_code | 0.885 | 1.000 | 0.842 | 0.591 | 0.926 | 1.000 |
gugun_only_bike | check_date | gugun | gugun_bike_road | |
---|---|---|---|---|
gugun_only_bike | 1.000 | 0.221 | 0.579 | 0.895 |
check_date | 0.221 | 1.000 | 0.975 | 0.380 |
gugun | 0.579 | 0.975 | 1.000 | 0.670 |
gugun_bike_road | 0.895 | 0.380 | 0.670 | 1.000 |
skey | instt_code | gugun | gugun_only_bike | gugun_bike_road | check_date | |
---|---|---|---|---|---|---|
skey | 1.000 | -0.154 | 0.864 | 0.400 | 0.437 | 0.555 |
instt_code | -0.154 | 1.000 | 0.990 | 0.558 | 0.406 | 0.887 |
gugun | 0.864 | 0.990 | 1.000 | 0.579 | 0.670 | 0.975 |
gugun_only_bike | 0.400 | 0.558 | 0.579 | 1.000 | 0.895 | 0.221 |
gugun_bike_road | 0.437 | 0.406 | 0.670 | 0.895 | 1.000 | 0.380 |
check_date | 0.555 | 0.887 | 0.975 | 0.221 | 0.380 | 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 | 1342 | 부산광역시 금정구 | 송정천 | 선동상현회관 | 5 | - | 5 | - | 2022-12-31 | 3350000 | 2023-07-01 05:41:03 |
1 | 1343 | 부산광역시 금정구 | 회동교 | 동천교 | 2 | - | 2 | - | 2022-12-31 | 3350000 | 2023-07-01 05:41:03 |
2 | 1344 | 부산광역시 금정구 | 두실역 | 온천장역 | 4.8 | - | 4.8 | - | 2022-12-31 | 3350000 | 2023-07-01 05:41:03 |
3 | 1345 | 부산광역시 금정구 | 서동역 | 금사역 | 1.2 | - | 1.2 | - | 2022-12-31 | 3350000 | 2023-07-01 05:41:03 |
4 | 1574 | 부산광역시 동래구 | 부산광역시 동래구 충렬대로455 (안락동 461-9) | 부산광역시 동래구 충렬대로171 (명륜동 533-230) | 2.94 | 0 | 2.94 | 0 | 2022-12-31 | 3300000 | 2023-07-01 05:41:03 |
5 | 1581 | 부산광역시 사상구 | 북구경계 | 사하구경계 | 9.4 | 9.4 | 0 | 0 | 2022-12-31 | 3390000 | 2023-07-01 05:41:03 |
6 | 1582 | 부산광역시 사상구 | 괘법교 | 사상지하철역 | 0.7 | 0.7 | 0 | 0 | 2022-12-31 | 3390000 | 2023-07-01 05:41:03 |
7 | 1591 | 부산광역시 기장군 | 해운대송정2호교 | 기장곰장어 | 0.8 | 0 | 0.8 | 0 | 2023-01-20 | 3400000 | 2023-07-01 05:41:03 |
8 | 1592 | 부산광역시 기장군 | 기장죽성교차로 | 기장체육관 | 1.12 | 0 | 1.12 | 0 | 2023-01-20 | 3400000 | 2023-07-01 05:41:03 |
9 | 1593 | 부산광역시 기장군 | 대변 무양삼거리 | 기장죽성교차로 | 1.8 | 0 | 1.8 | 0 | 2023-01-20 | 3400000 | 2023-07-01 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 | 1679 | 부산광역시 남구 | 범일교 | 하구교 | 0.13 | <NA> | <NA> | 0.13 | 2022-12-31 | 3310000 | 2023-07-01 05:41:03 |
241 | 1680 | 부산광역시 남구 | 용당동 532-26(동명대입구 맞은편) | 신선로 301 | 0.816 | 0.816 | <NA> | <NA> | 2022-12-31 | 3310000 | 2023-07-01 05:41:03 |
242 | 1727 | 부산광역시 부산진구 | 범전로 19 맞은편 | 범전로 6 | 0.126 | 0 | 0.126 | 0 | 2023-01-10 | 3290000 | 2023-07-01 05:41:03 |
243 | 1728 | 부산광역시 부산진구 | 새싹로 127 | 새싹로 95 | 0.33 | 0 | 0.33 | 0 | 2023-01-10 | 3290000 | 2023-07-01 05:41:03 |
244 | 1729 | 부산광역시 부산진구 | 부암동 87-10 | 새싹로 130-7 | 0.33 | 0 | 0.33 | 0 | 2023-01-10 | 3290000 | 2023-07-01 05:41:03 |
245 | 1730 | 부산광역시 부산진구 | 전포동 587-21 | 전포동 665-29 | 1.075 | 0 | 1.075 | 0 | 2023-01-10 | 3290000 | 2023-07-01 05:41:03 |
246 | 1731 | 부산광역시 부산진구 | 전포동 170-5 | 전포대로 240 | 1.075 | 0 | 1.075 | 0 | 2023-01-10 | 3290000 | 2023-07-01 05:41:03 |
247 | 1757 | 부산광역시 사하구 | 감천동 487-4 | 감천동 449-2 | 0.32 | 0.32 | 0 | 0 | 2022-12-31 | 3340000 | 2023-07-01 05:41:03 |
248 | 1787 | 부산광역시 북구 | 화명동 190-1(양달로 진입 삼거리) | 화명동 310 (코오롱아파트 103동) | 1.8 | - | 1.8 | - | 2022-12-31 | 3320000 | 2023-07-01 05:41:03 |
249 | 1789 | 부산광역시 서구 | 인터불고 냉동창고 맞은편 | 동양시멘트 | 1.56 | <NA> | 1.56 | <NA> | 2022-12-31 | 3260000 | 2023-07-01 05:41:03 |