Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 5525 |
Missing cells | 5525 |
Missing cells (%) | 9.1% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 501.9 KiB |
Average record size in memory | 93.0 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 4 |
Text | 3 |
Unsupported | 1 |
Dataset
Description | 파일 다운로드 |
---|---|
Author | 서울특별시 |
URL | https://data.seoul.go.kr/dataList/OA-15246/A/1/datasetView.do |
대여일자 has constant value "" | Constant |
대여구분코드 has constant value "" | Constant |
이용건수 is highly overall correlated with 이동거리(M) and 1 other fields | High correlation |
이동거리(M) is highly overall correlated with 이용건수 and 1 other fields | High correlation |
이용시간(분) is highly overall correlated with 이용건수 and 1 other fields | High correlation |
성별 has 5525 (100.0%) missing values | Missing |
성별 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-05-18 04:49:18.582582 |
---|---|
Analysis finished | 2024-05-18 04:49:28.994111 |
Duration | 10.41 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
대여일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 43.3 KiB |
2023-07-01 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-07-01 |
---|---|
2nd row | 2023-07-01 |
3rd row | 2023-07-01 |
4th row | 2023-07-01 |
5th row | 2023-07-01 |
Common Values
Value | Count | Frequency (%) |
2023-07-01 | 5525 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-07-01 | 5525 |
대여소번호
Real number (ℝ)
Distinct | 2383 |
---|---|
Distinct (%) | 43.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2197.5111 |
Minimum | 102 |
---|---|
Maximum | 6054 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 48.7 KiB |
Quantile statistics
Minimum | 102 |
---|---|
5-th percentile | 262 |
Q1 | 941 |
median | 1762 |
Q3 | 3586 |
95-th percentile | 4861.6 |
Maximum | 6054 |
Range | 5952 |
Interquartile range (IQR) | 2645 |
Descriptive statistics
Standard deviation | 1528.8232 |
---|---|
Coefficient of variation (CV) | 0.69570669 |
Kurtosis | -0.93344891 |
Mean | 2197.5111 |
Median Absolute Deviation (MAD) | 1051 |
Skewness | 0.53088138 |
Sum | 12141249 |
Variance | 2337300.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1153 | 7 | 0.1% |
731 | 6 | 0.1% |
734 | 6 | 0.1% |
1169 | 6 | 0.1% |
1173 | 6 | 0.1% |
1160 | 6 | 0.1% |
956 | 6 | 0.1% |
2622 | 6 | 0.1% |
4218 | 6 | 0.1% |
1029 | 6 | 0.1% |
Other values (2373) | 5464 |
Value | Count | Frequency (%) |
102 | 3 | |
103 | 4 | |
104 | 3 | |
105 | 2 | |
106 | 3 | |
107 | 2 | |
108 | 4 | |
109 | 2 | |
111 | 1 | < 0.1% |
112 | 2 |
Value | Count | Frequency (%) |
6054 | 3 | |
5867 | 2 | |
5866 | 3 | |
5865 | 2 | |
5864 | 2 | |
5862 | 4 | |
5861 | 2 | |
5860 | 1 | < 0.1% |
5859 | 3 | |
5858 | 4 |
대여소
Text
Distinct | 2383 |
---|---|
Distinct (%) | 43.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 43.3 KiB |
Length
Max length | 39 |
---|---|
Median length | 31 |
Mean length | 15.604706 |
Min length | 7 |
Characters and Unicode
Total characters | 86216 |
---|---|
Distinct characters | 567 |
Distinct categories | 13 ? |
Distinct scripts | 3 ? |
Distinct blocks | 4 ? |
Unique
Unique | 590 ? |
---|---|
Unique (%) | 10.7% |
Sample
1st row | 731. 서울시 도로환경관리센터 |
---|---|
2nd row | 734. 신트리공원 입구 |
3rd row | 735. 영도초등학교 |
4th row | 736. 오솔길공원 |
5th row | 743. 현대6차아파트 101동 옆 |
Value | Count | Frequency (%) |
앞 | 1447 | 8.9% |
출구 | 242 | 1.5% |
옆 | 190 | 1.2% |
1번출구 | 172 | 1.1% |
사거리 | 139 | 0.9% |
교차로 | 138 | 0.8% |
입구 | 123 | 0.8% |
3번출구 | 120 | 0.7% |
2번출구 | 112 | 0.7% |
뒤 | 107 | 0.7% |
Other values (4780) | 13495 |
Most occurring characters
Value | Count | Frequency (%) |
10867 | 12.6% | |
. | 5535 | 6.4% |
1 | 4377 | 5.1% |
2 | 3177 | 3.7% |
3 | 2704 | 3.1% |
4 | 2637 | 3.1% |
5 | 2130 | 2.5% |
0 | 1980 | 2.3% |
6 | 1939 | 2.2% |
구 | 1812 | 2.1% |
Other values (557) | 49058 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 44418 | |
Decimal Number | 23705 | |
Space Separator | 10867 | 12.6% |
Other Punctuation | 5608 | 6.5% |
Uppercase Letter | 642 | 0.7% |
Close Punctuation | 423 | 0.5% |
Open Punctuation | 423 | 0.5% |
Lowercase Letter | 78 | 0.1% |
Dash Punctuation | 34 | < 0.1% |
Math Symbol | 8 | < 0.1% |
Other values (3) | 10 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
구 | 1812 | 4.1% |
앞 | 1657 | 3.7% |
역 | 1396 | 3.1% |
번 | 1248 | 2.8% |
출 | 1204 | 2.7% |
동 | 1195 | 2.7% |
교 | 931 | 2.1% |
파 | 854 | 1.9% |
아 | 826 | 1.9% |
트 | 796 | 1.8% |
Other values (496) | 32499 |
Uppercase Letter
Value | Count | Frequency (%) |
S | 77 | |
A | 68 | |
C | 57 | |
T | 56 | |
K | 55 | |
B | 51 | 7.9% |
G | 44 | 6.9% |
D | 39 | 6.1% |
I | 33 | 5.1% |
M | 32 | 5.0% |
Other values (13) | 130 |
Lowercase Letter
Value | Count | Frequency (%) |
e | 28 | |
s | 13 | |
k | 12 | |
n | 4 | 5.1% |
v | 3 | 3.8% |
t | 3 | 3.8% |
f | 3 | 3.8% |
r | 3 | 3.8% |
h | 3 | 3.8% |
l | 2 | 2.6% |
Other values (3) | 4 | 5.1% |
Decimal Number
Value | Count | Frequency (%) |
1 | 4377 | |
2 | 3177 | |
3 | 2704 | |
4 | 2637 | |
5 | 2130 | |
0 | 1980 | |
6 | 1939 | |
7 | 1784 | |
8 | 1600 | 6.7% |
9 | 1377 | 5.8% |
Other Punctuation
Value | Count | Frequency (%) |
. | 5535 | |
, | 52 | 0.9% |
& | 11 | 0.2% |
? | 7 | 0.1% |
· | 3 | 0.1% |
Math Symbol
Value | Count | Frequency (%) |
~ | 5 | |
+ | 3 |
Other Number
Value | Count | Frequency (%) |
② | 2 | |
① | 2 |
Space Separator
Value | Count | Frequency (%) |
10867 |
Close Punctuation
Value | Count | Frequency (%) |
) | 423 |
Open Punctuation
Value | Count | Frequency (%) |
( | 423 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 34 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 5 |
Other Symbol
Value | Count | Frequency (%) |
㈜ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 44419 | |
Common | 41077 | |
Latin | 720 | 0.8% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
구 | 1812 | 4.1% |
앞 | 1657 | 3.7% |
역 | 1396 | 3.1% |
번 | 1248 | 2.8% |
출 | 1204 | 2.7% |
동 | 1195 | 2.7% |
교 | 931 | 2.1% |
파 | 854 | 1.9% |
아 | 826 | 1.9% |
트 | 796 | 1.8% |
Other values (497) | 32500 |
Latin
Value | Count | Frequency (%) |
S | 77 | 10.7% |
A | 68 | 9.4% |
C | 57 | 7.9% |
T | 56 | 7.8% |
K | 55 | 7.6% |
B | 51 | 7.1% |
G | 44 | 6.1% |
D | 39 | 5.4% |
I | 33 | 4.6% |
M | 32 | 4.4% |
Other values (26) | 208 |
Common
Value | Count | Frequency (%) |
10867 | ||
. | 5535 | |
1 | 4377 | |
2 | 3177 | 7.7% |
3 | 2704 | 6.6% |
4 | 2637 | 6.4% |
5 | 2130 | 5.2% |
0 | 1980 | 4.8% |
6 | 1939 | 4.7% |
7 | 1784 | 4.3% |
Other values (14) | 3947 | 9.6% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 44418 | |
ASCII | 41790 | |
None | 4 | < 0.1% |
Enclosed Alphanum | 4 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
10867 | ||
. | 5535 | |
1 | 4377 | |
2 | 3177 | 7.6% |
3 | 2704 | 6.5% |
4 | 2637 | 6.3% |
5 | 2130 | 5.1% |
0 | 1980 | 4.7% |
6 | 1939 | 4.6% |
7 | 1784 | 4.3% |
Other values (47) | 4660 |
Hangul
Value | Count | Frequency (%) |
구 | 1812 | 4.1% |
앞 | 1657 | 3.7% |
역 | 1396 | 3.1% |
번 | 1248 | 2.8% |
출 | 1204 | 2.7% |
동 | 1195 | 2.7% |
교 | 931 | 2.1% |
파 | 854 | 1.9% |
아 | 826 | 1.9% |
트 | 796 | 1.8% |
Other values (496) | 32499 |
None
Value | Count | Frequency (%) |
· | 3 | |
㈜ | 1 | 25.0% |
Enclosed Alphanum
Value | Count | Frequency (%) |
② | 2 | |
① | 2 |
대여구분코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 43.3 KiB |
정기권 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 정기권 |
---|---|
2nd row | 정기권 |
3rd row | 정기권 |
4th row | 정기권 |
5th row | 정기권 |
Common Values
Value | Count | Frequency (%) |
정기권 | 5525 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
정기권 | 5525 |
성별
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 5525 |
---|---|
Missing (%) | 100.0% |
Memory size | 48.7 KiB |
연령대
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 43.3 KiB |
20대 | |
---|---|
30대 | |
~10대 | |
40대 |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.0588235 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | ~10대 |
---|---|
2nd row | ~10대 |
3rd row | ~10대 |
4th row | ~10대 |
5th row | ~10대 |
Common Values
Value | Count | Frequency (%) |
20대 | 2760 | |
30대 | 2153 | |
~10대 | 325 | 5.9% |
40대 | 287 | 5.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20대 | 2760 | |
30대 | 2153 | |
10대 | 325 | 5.9% |
40대 | 287 | 5.2% |
이용건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 32 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.0076018 |
Minimum | 1 |
---|---|
Maximum | 42 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 48.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
median | 2 |
Q3 | 4 |
95-th percentile | 9 |
Maximum | 42 |
Range | 41 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 3.2671782 |
---|---|
Coefficient of variation (CV) | 1.0863068 |
Kurtosis | 16.574684 |
Mean | 3.0076018 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 3.2297431 |
Sum | 16617 |
Variance | 10.674453 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 2430 | |
2 | 1060 | |
3 | 590 | 10.7% |
4 | 381 | 6.9% |
5 | 288 | 5.2% |
6 | 189 | 3.4% |
7 | 139 | 2.5% |
8 | 106 | 1.9% |
9 | 73 | 1.3% |
10 | 61 | 1.1% |
Other values (22) | 208 | 3.8% |
Value | Count | Frequency (%) |
1 | 2430 | |
2 | 1060 | |
3 | 590 | 10.7% |
4 | 381 | 6.9% |
5 | 288 | 5.2% |
6 | 189 | 3.4% |
7 | 139 | 2.5% |
8 | 106 | 1.9% |
9 | 73 | 1.3% |
10 | 61 | 1.1% |
Value | Count | Frequency (%) |
42 | 1 | < 0.1% |
37 | 1 | < 0.1% |
34 | 1 | < 0.1% |
30 | 1 | < 0.1% |
29 | 1 | < 0.1% |
27 | 1 | < 0.1% |
26 | 3 | |
25 | 1 | < 0.1% |
24 | 3 | |
23 | 1 | < 0.1% |
운동량
Text
Distinct | 4796 |
---|---|
Distinct (%) | 86.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 43.3 KiB |
Value | Count | Frequency (%) |
0.00 | 56 | 1.0% |
31.15 | 7 | 0.1% |
n | 6 | 0.1% |
54.05 | 5 | 0.1% |
22.91 | 4 | 0.1% |
17.25 | 4 | 0.1% |
27.28 | 4 | 0.1% |
66.42 | 4 | 0.1% |
19.93 | 4 | 0.1% |
21.36 | 4 | 0.1% |
Other values (4786) | 5427 |
Most occurring characters
Value | Count | Frequency (%) |
. | 5519 | |
1 | 3497 | |
2 | 2930 | |
3 | 2649 | |
4 | 2439 | |
5 | 2298 | |
7 | 2236 | |
0 | 2191 | 7.4% |
6 | 2123 | 7.1% |
9 | 1963 | 6.6% |
Other values (3) | 1958 | 6.6% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 24272 | |
Other Punctuation | 5525 | 18.5% |
Uppercase Letter | 6 | < 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
1 | 3497 | |
2 | 2930 | |
3 | 2649 | |
4 | 2439 | |
5 | 2298 | |
7 | 2236 | |
0 | 2191 | |
6 | 2123 | |
9 | 1963 | |
8 | 1946 |
Other Punctuation
Value | Count | Frequency (%) |
. | 5519 | |
\ | 6 | 0.1% |
Uppercase Letter
Value | Count | Frequency (%) |
N | 6 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 29797 | |
Latin | 6 | < 0.1% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 5519 | |
1 | 3497 | |
2 | 2930 | |
3 | 2649 | |
4 | 2439 | |
5 | 2298 | |
7 | 2236 | |
0 | 2191 | 7.4% |
6 | 2123 | 7.1% |
9 | 1963 | 6.6% |
Other values (2) | 1952 | 6.6% |
Latin
Value | Count | Frequency (%) |
N | 6 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 29803 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 5519 | |
1 | 3497 | |
2 | 2930 | |
3 | 2649 | |
4 | 2439 | |
5 | 2298 | |
7 | 2236 | |
0 | 2191 | 7.4% |
6 | 2123 | 7.1% |
9 | 1963 | 6.6% |
Other values (3) | 1958 | 6.6% |
탄소량
Text
Distinct | 614 |
---|---|
Distinct (%) | 11.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 43.3 KiB |
Value | Count | Frequency (%) |
0.22 | 67 | 1.2% |
0.26 | 64 | 1.2% |
0.19 | 62 | 1.1% |
0.24 | 62 | 1.1% |
0.23 | 62 | 1.1% |
0.16 | 59 | 1.1% |
0.00 | 58 | 1.0% |
0.12 | 58 | 1.0% |
0.21 | 56 | 1.0% |
0.28 | 56 | 1.0% |
Other values (604) | 4921 |
Most occurring characters
Value | Count | Frequency (%) |
. | 5519 | |
0 | 4458 | |
1 | 2412 | |
2 | 1902 | 8.6% |
3 | 1554 | 7.0% |
4 | 1281 | 5.8% |
5 | 1122 | 5.1% |
6 | 1077 | 4.9% |
8 | 958 | 4.3% |
7 | 950 | 4.3% |
Other values (3) | 875 | 4.0% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 16577 | |
Other Punctuation | 5525 | 25.0% |
Uppercase Letter | 6 | < 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 4458 | |
1 | 2412 | |
2 | 1902 | |
3 | 1554 | 9.4% |
4 | 1281 | 7.7% |
5 | 1122 | 6.8% |
6 | 1077 | 6.5% |
8 | 958 | 5.8% |
7 | 950 | 5.7% |
9 | 863 | 5.2% |
Other Punctuation
Value | Count | Frequency (%) |
. | 5519 | |
\ | 6 | 0.1% |
Uppercase Letter
Value | Count | Frequency (%) |
N | 6 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 22102 | |
Latin | 6 | < 0.1% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 5519 | |
0 | 4458 | |
1 | 2412 | |
2 | 1902 | 8.6% |
3 | 1554 | 7.0% |
4 | 1281 | 5.8% |
5 | 1122 | 5.1% |
6 | 1077 | 4.9% |
8 | 958 | 4.3% |
7 | 950 | 4.3% |
Other values (2) | 869 | 3.9% |
Latin
Value | Count | Frequency (%) |
N | 6 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 22108 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 5519 | |
0 | 4458 | |
1 | 2412 | |
2 | 1902 | 8.6% |
3 | 1554 | 7.0% |
4 | 1281 | 5.8% |
5 | 1122 | 5.1% |
6 | 1077 | 4.9% |
8 | 958 | 4.3% |
7 | 950 | 4.3% |
Other values (3) | 875 | 4.0% |
이동거리(M)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 4556 |
---|---|
Distinct (%) | 82.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5526.7214 |
Minimum | 0 |
---|---|
Maximum | 195235.59 |
Zeros | 54 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 48.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 492.916 |
Q1 | 1373.32 |
median | 3079.14 |
Q3 | 7029.8 |
95-th percentile | 18086.188 |
Maximum | 195235.59 |
Range | 195235.59 |
Interquartile range (IQR) | 5656.48 |
Descriptive statistics
Standard deviation | 7097.9222 |
---|---|
Coefficient of variation (CV) | 1.2842916 |
Kurtosis | 101.08072 |
Mean | 5526.7214 |
Median Absolute Deviation (MAD) | 2115.99 |
Skewness | 5.7832643 |
Sum | 30535136 |
Variance | 50380499 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 54 | 1.0% |
1750.0 | 10 | 0.2% |
950.0 | 10 | 0.2% |
1210.0 | 10 | 0.2% |
520.0 | 9 | 0.2% |
510.0 | 9 | 0.2% |
980.0 | 9 | 0.2% |
650.0 | 9 | 0.2% |
1060.0 | 9 | 0.2% |
870.0 | 8 | 0.1% |
Other values (4546) | 5388 |
Value | Count | Frequency (%) |
0.0 | 54 | |
0.1 | 1 | < 0.1% |
2.08 | 1 | < 0.1% |
10.0 | 1 | < 0.1% |
16.87 | 1 | < 0.1% |
18.59 | 1 | < 0.1% |
20.39 | 1 | < 0.1% |
24.52 | 1 | < 0.1% |
38.03 | 1 | < 0.1% |
66.47 | 1 | < 0.1% |
Value | Count | Frequency (%) |
195235.59 | 1 | |
62093.49 | 1 | |
60953.81 | 1 | |
59134.87 | 1 | |
58829.77 | 1 | |
56311.84 | 1 | |
55402.61 | 1 | |
54006.89 | 1 | |
52091.31 | 1 | |
51251.93 | 1 |
이용시간(분)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 282 |
---|---|
Distinct (%) | 5.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 42.544615 |
Minimum | 0 |
---|---|
Maximum | 1355 |
Zeros | 5 |
Zeros (%) | 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 48.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 3 |
Q1 | 10 |
median | 24 |
Q3 | 55 |
95-th percentile | 140.8 |
Maximum | 1355 |
Range | 1355 |
Interquartile range (IQR) | 45 |
Descriptive statistics
Standard deviation | 56.285205 |
---|---|
Coefficient of variation (CV) | 1.3229689 |
Kurtosis | 69.469187 |
Mean | 42.544615 |
Median Absolute Deviation (MAD) | 17 |
Skewness | 5.2529585 |
Sum | 235059 |
Variance | 3168.0243 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 189 | 3.4% |
5 | 179 | 3.2% |
6 | 171 | 3.1% |
11 | 161 | 2.9% |
7 | 157 | 2.8% |
3 | 157 | 2.8% |
10 | 153 | 2.8% |
9 | 153 | 2.8% |
8 | 151 | 2.7% |
2 | 117 | 2.1% |
Other values (272) | 3937 |
Value | Count | Frequency (%) |
0 | 5 | 0.1% |
1 | 43 | 0.8% |
2 | 117 | |
3 | 157 | |
4 | 189 | |
5 | 179 | |
6 | 171 | |
7 | 157 | |
8 | 151 | |
9 | 153 |
Value | Count | Frequency (%) |
1355 | 1 | |
699 | 1 | |
625 | 1 | |
583 | 1 | |
560 | 1 | |
527 | 1 | |
524 | 1 | |
459 | 1 | |
410 | 1 | |
400 | 1 |
대여소번호 | 연령대 | 이용건수 | 이동거리(M) | 이용시간(분) | |
---|---|---|---|---|---|
대여소번호 | 1.000 | 0.179 | 0.135 | 0.060 | 0.044 |
연령대 | 0.179 | 1.000 | 0.196 | 0.082 | 0.094 |
이용건수 | 0.135 | 0.196 | 1.000 | 0.896 | 0.756 |
이동거리(M) | 0.060 | 0.082 | 0.896 | 1.000 | 0.829 |
이용시간(분) | 0.044 | 0.094 | 0.756 | 0.829 | 1.000 |
대여소번호 | 이용건수 | 이동거리(M) | 이용시간(분) | 연령대 | |
---|---|---|---|---|---|
대여소번호 | 1.000 | -0.048 | -0.048 | -0.059 | 0.108 |
이용건수 | -0.048 | 1.000 | 0.775 | 0.766 | 0.118 |
이동거리(M) | -0.048 | 0.775 | 1.000 | 0.922 | 0.067 |
이용시간(분) | -0.059 | 0.766 | 0.922 | 1.000 | 0.065 |
연령대 | 0.108 | 0.118 | 0.067 | 0.065 | 1.000 |
대여일자 | 대여소번호 | 대여소 | 대여구분코드 | 성별 | 연령대 | 이용건수 | 운동량 | 탄소량 | 이동거리(M) | 이용시간(분) | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2023-07-01 | 731 | 731. 서울시 도로환경관리센터 | 정기권 | <NA> | ~10대 | 1 | 19.85 | 0.26 | 1113.64 | 8 |
1 | 2023-07-01 | 734 | 734. 신트리공원 입구 | 정기권 | <NA> | ~10대 | 1 | 74.72 | 0.71 | 3043.31 | 24 |
2 | 2023-07-01 | 735 | 735. 영도초등학교 | 정기권 | <NA> | ~10대 | 1 | 23.05 | 0.23 | 970.0 | 28 |
3 | 2023-07-01 | 736 | 736. 오솔길공원 | 정기권 | <NA> | ~10대 | 1 | 17.76 | 0.19 | 830.39 | 5 |
4 | 2023-07-01 | 743 | 743. 현대6차아파트 101동 옆 | 정기권 | <NA> | ~10대 | 1 | 21.06 | 0.19 | 818.26 | 6 |
5 | 2023-07-01 | 747 | 747. 목동3단지 상가 | 정기권 | <NA> | ~10대 | 1 | 32.97 | 0.30 | 1280.73 | 6 |
6 | 2023-07-01 | 505 | 505. 자양사거리 광진아크로텔 앞 | 정기권 | <NA> | ~10대 | 1 | 14.73 | 0.22 | 930.0 | 7 |
7 | 2023-07-01 | 1041 | 1041. 묘곡초등학교 | 정기권 | <NA> | ~10대 | 1 | 0.00 | 0.00 | 0.0 | 2 |
8 | 2023-07-01 | 1044 | 1044. 굽은다리역 | 정기권 | <NA> | ~10대 | 2 | 44.45 | 0.44 | 1895.77 | 9 |
9 | 2023-07-01 | 1151 | 1151. 마곡역1번출구 | 정기권 | <NA> | ~10대 | 1 | 57.10 | 0.38 | 1620.0 | 10 |
대여일자 | 대여소번호 | 대여소 | 대여구분코드 | 성별 | 연령대 | 이용건수 | 운동량 | 탄소량 | 이동거리(M) | 이용시간(분) | |
---|---|---|---|---|---|---|---|---|---|---|---|
5515 | 2023-07-01 | 1295 | 1295. 잠실역 8번출구 | 정기권 | <NA> | 40대 | 1 | 26.09 | 0.25 | 1080.0 | 8 |
5516 | 2023-07-01 | 1296 | 1296. 석촌호수교차로 (송파나루근린공원 앞) | 정기권 | <NA> | 40대 | 1 | 22.80 | 0.23 | 975.82 | 9 |
5517 | 2023-07-01 | 1300 | 1300. 오륜사거리 | 정기권 | <NA> | 40대 | 2 | 77.40 | 0.77 | 3330.0 | 18 |
5518 | 2023-07-01 | 343 | 343. 힐스테이트창경궁 아파트 앞 | 정기권 | <NA> | 40대 | 1 | 24.97 | 0.18 | 788.04 | 9 |
5519 | 2023-07-01 | 2601 | 2601. 석촌호수 아뜰리에 | 정기권 | <NA> | 40대 | 3 | 151.75 | 1.35 | 5850.28 | 40 |
5520 | 2023-07-01 | 2603 | 2603. 송파 글마루 도서관 | 정기권 | <NA> | 40대 | 1 | 0.00 | 0.00 | 0.0 | 2 |
5521 | 2023-07-01 | 1056 | 1056. 강일리버파크 7~11단지 | 정기권 | <NA> | 40대 | 1 | 13.64 | 0.15 | 650.0 | 5 |
5522 | 2023-07-01 | 3525 | 3525. 금호스포츠센터앞 | 정기권 | <NA> | 40대 | 2 | 165.55 | 1.49 | 6431.65 | 33 |
5523 | 2023-07-01 | 452 | 452. 동대문 종합시장 버스정류장 | 정기권 | <NA> | 40대 | 1 | 153.57 | 1.29 | 5540.0 | 44 |
5524 | 2023-07-01 | 453 | 453. 종로오가 지하쇼핑센터 14번출구 | 정기권 | <NA> | 40대 | 2 | 134.60 | 1.14 | 4900.28 | 32 |