Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 9570 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 859.9 KiB |
Average record size in memory | 92.0 B |
Variable types
Categorical | 4 |
---|---|
Numeric | 4 |
Text | 3 |
Dataset
Description | 파일 다운로드 |
---|---|
Author | 서울특별시 |
URL | https://data.seoul.go.kr/dataList/OA-15246/A/1/datasetView.do |
대여일자 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 |
이동거리(M) has 644 (6.7%) zeros | Zeros |
Reproduction
Analysis started | 2024-05-18 04:58:46.288332 |
---|---|
Analysis finished | 2024-05-18 04:58:54.345055 |
Duration | 8.06 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 | 74.9 KiB |
2022-03-01 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022-03-01 |
---|---|
2nd row | 2022-03-01 |
3rd row | 2022-03-01 |
4th row | 2022-03-01 |
5th row | 2022-03-01 |
Common Values
Value | Count | Frequency (%) |
2022-03-01 | 9570 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2022-03-01 | 9570 |
대여소번호
Real number (ℝ)
Distinct | 765 |
---|---|
Distinct (%) | 8.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 557.71714 |
Minimum | 3 |
---|---|
Maximum | 1078 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 84.2 KiB |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 140 |
Q1 | 293 |
median | 557 |
Q3 | 786 |
95-th percentile | 1023 |
Maximum | 1078 |
Range | 1075 |
Interquartile range (IQR) | 493 |
Descriptive statistics
Standard deviation | 282.60844 |
---|---|
Coefficient of variation (CV) | 0.50672361 |
Kurtosis | -1.1585895 |
Mean | 557.71714 |
Median Absolute Deviation (MAD) | 240 |
Skewness | 0.11687952 |
Sum | 5337353 |
Variance | 79867.53 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
502 | 45 | 0.5% |
207 | 44 | 0.5% |
565 | 41 | 0.4% |
765 | 36 | 0.4% |
272 | 36 | 0.4% |
583 | 34 | 0.4% |
907 | 33 | 0.3% |
418 | 33 | 0.3% |
186 | 32 | 0.3% |
853 | 32 | 0.3% |
Other values (755) | 9204 |
Value | Count | Frequency (%) |
3 | 2 | < 0.1% |
102 | 19 | |
103 | 23 | |
104 | 15 | |
105 | 10 | |
106 | 23 | |
107 | 16 | |
108 | 17 | |
109 | 14 | |
111 | 10 |
Value | Count | Frequency (%) |
1078 | 19 | |
1077 | 16 | |
1076 | 19 | |
1075 | 13 | |
1074 | 15 | |
1073 | 8 | |
1072 | 17 | |
1071 | 3 | < 0.1% |
1070 | 6 | 0.1% |
1069 | 3 | < 0.1% |
대여소
Text
Distinct | 765 |
---|---|
Distinct (%) | 8.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 74.9 KiB |
Length
Max length | 31 |
---|---|
Median length | 27 |
Mean length | 14.723929 |
Min length | 4 |
Characters and Unicode
Total characters | 140908 |
---|---|
Distinct characters | 417 |
Distinct categories | 9 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 6 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 중랑센터 |
---|---|
2nd row | 중랑센터 |
3rd row | 102. 망원역 1번출구 앞 |
4th row | 102. 망원역 1번출구 앞 |
5th row | 102. 망원역 1번출구 앞 |
Value | Count | Frequency (%) |
앞 | 2963 | 10.1% |
옆 | 546 | 1.9% |
1번출구 | 386 | 1.3% |
출구 | 369 | 1.3% |
사거리 | 337 | 1.1% |
2번출구 | 320 | 1.1% |
3번출구 | 287 | 1.0% |
4번출구 | 255 | 0.9% |
뒤 | 243 | 0.8% |
입구 | 232 | 0.8% |
Other values (1595) | 23418 |
Most occurring characters
Value | Count | Frequency (%) |
19937 | 14.1% | |
. | 9568 | 6.8% |
1 | 5032 | 3.6% |
2 | 4278 | 3.0% |
4 | 3538 | 2.5% |
3 | 3486 | 2.5% |
구 | 3457 | 2.5% |
앞 | 3312 | 2.4% |
7 | 3290 | 2.3% |
5 | 3267 | 2.3% |
Other values (407) | 81743 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 74474 | |
Decimal Number | 34039 | |
Space Separator | 19937 | 14.1% |
Other Punctuation | 9612 | 6.8% |
Uppercase Letter | 1432 | 1.0% |
Open Punctuation | 681 | 0.5% |
Close Punctuation | 681 | 0.5% |
Dash Punctuation | 33 | < 0.1% |
Math Symbol | 19 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
구 | 3457 | 4.6% |
앞 | 3312 | 4.4% |
역 | 2888 | 3.9% |
번 | 2578 | 3.5% |
출 | 2564 | 3.4% |
동 | 2125 | 2.9% |
교 | 1603 | 2.2% |
리 | 1423 | 1.9% |
아 | 1248 | 1.7% |
원 | 1180 | 1.6% |
Other values (371) | 52096 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 203 | |
S | 196 | |
K | 155 | |
B | 133 | |
D | 107 | 7.5% |
I | 93 | 6.5% |
T | 80 | 5.6% |
M | 70 | 4.9% |
G | 66 | 4.6% |
L | 54 | 3.8% |
Other values (9) | 275 |
Decimal Number
Value | Count | Frequency (%) |
1 | 5032 | |
2 | 4278 | |
4 | 3538 | |
3 | 3486 | |
7 | 3290 | |
5 | 3267 | |
0 | 3240 | |
6 | 3016 | |
8 | 2533 | |
9 | 2359 |
Other Punctuation
Value | Count | Frequency (%) |
. | 9568 | |
, | 44 | 0.5% |
Space Separator
Value | Count | Frequency (%) |
19937 |
Open Punctuation
Value | Count | Frequency (%) |
( | 681 |
Close Punctuation
Value | Count | Frequency (%) |
) | 681 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 33 |
Math Symbol
Value | Count | Frequency (%) |
~ | 19 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 74474 | |
Common | 65002 | |
Latin | 1432 | 1.0% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
구 | 3457 | 4.6% |
앞 | 3312 | 4.4% |
역 | 2888 | 3.9% |
번 | 2578 | 3.5% |
출 | 2564 | 3.4% |
동 | 2125 | 2.9% |
교 | 1603 | 2.2% |
리 | 1423 | 1.9% |
아 | 1248 | 1.7% |
원 | 1180 | 1.6% |
Other values (371) | 52096 |
Latin
Value | Count | Frequency (%) |
C | 203 | |
S | 196 | |
K | 155 | |
B | 133 | |
D | 107 | 7.5% |
I | 93 | 6.5% |
T | 80 | 5.6% |
M | 70 | 4.9% |
G | 66 | 4.6% |
L | 54 | 3.8% |
Other values (9) | 275 |
Common
Value | Count | Frequency (%) |
19937 | ||
. | 9568 | |
1 | 5032 | 7.7% |
2 | 4278 | 6.6% |
4 | 3538 | 5.4% |
3 | 3486 | 5.4% |
7 | 3290 | 5.1% |
5 | 3267 | 5.0% |
0 | 3240 | 5.0% |
6 | 3016 | 4.6% |
Other values (7) | 6350 | 9.8% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 74474 | |
ASCII | 66434 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
19937 | ||
. | 9568 | |
1 | 5032 | 7.6% |
2 | 4278 | 6.4% |
4 | 3538 | 5.3% |
3 | 3486 | 5.2% |
7 | 3290 | 5.0% |
5 | 3267 | 4.9% |
0 | 3240 | 4.9% |
6 | 3016 | 4.5% |
Other values (26) | 7782 | 11.7% |
Hangul
Value | Count | Frequency (%) |
구 | 3457 | 4.6% |
앞 | 3312 | 4.4% |
역 | 2888 | 3.9% |
번 | 2578 | 3.5% |
출 | 2564 | 3.4% |
동 | 2125 | 2.9% |
교 | 1603 | 2.2% |
리 | 1423 | 1.9% |
아 | 1248 | 1.7% |
원 | 1180 | 1.6% |
Other values (371) | 52096 |
대여구분코드
Categorical
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 74.9 KiB |
정기 | |
---|---|
일일(회원) | |
일일(비회원) | 168 |
단체 | 159 |
Length
Max length | 7 |
---|---|
Median length | 2 |
Mean length | 3.2342738 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 정기 |
---|---|
2nd row | 정기 |
3rd row | 일일(회원) |
4th row | 일일(회원) |
5th row | 일일(회원) |
Common Values
Value | Count | Frequency (%) |
정기 | 6500 | |
일일(회원) | 2743 | |
일일(비회원) | 168 | 1.8% |
단체 | 159 | 1.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
정기 | 6500 | |
일일(회원 | 2743 | |
일일(비회원 | 168 | 1.8% |
단체 | 159 | 1.7% |
성별
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 74.9 KiB |
M | |
---|---|
\N | |
F | |
<NA> | |
f | 1 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.4564263 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | M |
---|---|
2nd row | M |
3rd row | \N |
4th row | \N |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
M | 3643 | |
\N | 2952 | |
F | 2502 | |
<NA> | 472 | 4.9% |
f | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
m | 3643 | |
n | 2952 | |
f | 2503 | |
na | 472 | 4.9% |
연령대코드
Categorical
Distinct | 8 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 74.9 KiB |
20대 | |
---|---|
30대 | |
40대 | |
기타 | |
50대 | |
Other values (3) |
Length
Max length | 5 |
---|---|
Median length | 3 |
Mean length | 2.8912226 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20대 |
---|---|
2nd row | 50대 |
3rd row | 20대 |
4th row | 30대 |
5th row | 20대 |
Common Values
Value | Count | Frequency (%) |
20대 | 2732 | |
30대 | 2058 | |
40대 | 1452 | |
기타 | 1159 | |
50대 | 1039 | 10.9% |
10대 | 619 | 6.5% |
60대 | 452 | 4.7% |
70대이상 | 59 | 0.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20대 | 2732 | |
30대 | 2058 | |
40대 | 1452 | |
기타 | 1159 | |
50대 | 1039 | 10.9% |
10대 | 619 | 6.5% |
60대 | 452 | 4.7% |
70대이상 | 59 | 0.6% |
이용건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 21 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.8159875 |
Minimum | 1 |
---|---|
Maximum | 28 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 84.2 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
median | 1 |
Q3 | 2 |
95-th percentile | 4 |
Maximum | 28 |
Range | 27 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 1.4853925 |
---|---|
Coefficient of variation (CV) | 0.81795305 |
Kurtosis | 38.455972 |
Mean | 1.8159875 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.3494206 |
Sum | 17379 |
Variance | 2.2063908 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 5655 | |
2 | 2134 | 22.3% |
3 | 874 | 9.1% |
4 | 431 | 4.5% |
5 | 213 | 2.2% |
6 | 110 | 1.1% |
7 | 59 | 0.6% |
8 | 41 | 0.4% |
9 | 20 | 0.2% |
10 | 13 | 0.1% |
Other values (11) | 20 | 0.2% |
Value | Count | Frequency (%) |
1 | 5655 | |
2 | 2134 | 22.3% |
3 | 874 | 9.1% |
4 | 431 | 4.5% |
5 | 213 | 2.2% |
6 | 110 | 1.1% |
7 | 59 | 0.6% |
8 | 41 | 0.4% |
9 | 20 | 0.2% |
10 | 13 | 0.1% |
Value | Count | Frequency (%) |
28 | 1 | < 0.1% |
25 | 1 | < 0.1% |
20 | 3 | |
19 | 3 | |
18 | 1 | < 0.1% |
17 | 1 | < 0.1% |
16 | 2 | |
14 | 1 | < 0.1% |
13 | 1 | < 0.1% |
12 | 4 |
운동량
Text
Distinct | 7259 |
---|---|
Distinct (%) | 75.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 74.9 KiB |
Value | Count | Frequency (%) |
0.00 | 622 | 6.5% |
n | 27 | 0.3% |
36.81 | 9 | 0.1% |
28.31 | 7 | 0.1% |
19.82 | 7 | 0.1% |
42.73 | 7 | 0.1% |
45.62 | 7 | 0.1% |
24.45 | 6 | 0.1% |
31.92 | 6 | 0.1% |
23.42 | 6 | 0.1% |
Other values (7249) | 8866 |
Most occurring characters
Value | Count | Frequency (%) |
. | 9543 | |
1 | 5787 | |
0 | 5112 | |
2 | 4817 | |
3 | 4334 | |
4 | 3864 | |
5 | 3765 | 7.4% |
6 | 3680 | 7.2% |
7 | 3454 | 6.8% |
9 | 3383 | 6.6% |
Other values (3) | 3377 | 6.6% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 41519 | |
Other Punctuation | 9570 | 18.7% |
Uppercase Letter | 27 | 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
1 | 5787 | |
0 | 5112 | |
2 | 4817 | |
3 | 4334 | |
4 | 3864 | |
5 | 3765 | |
6 | 3680 | |
7 | 3454 | |
9 | 3383 | |
8 | 3323 |
Other Punctuation
Value | Count | Frequency (%) |
. | 9543 | |
\ | 27 | 0.3% |
Uppercase Letter
Value | Count | Frequency (%) |
N | 27 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 51089 | |
Latin | 27 | 0.1% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 9543 | |
1 | 5787 | |
0 | 5112 | |
2 | 4817 | |
3 | 4334 | |
4 | 3864 | |
5 | 3765 | 7.4% |
6 | 3680 | 7.2% |
7 | 3454 | 6.8% |
9 | 3383 | 6.6% |
Other values (2) | 3350 | 6.6% |
Latin
Value | Count | Frequency (%) |
N | 27 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 51116 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 9543 | |
1 | 5787 | |
0 | 5112 | |
2 | 4817 | |
3 | 4334 | |
4 | 3864 | |
5 | 3765 | 7.4% |
6 | 3680 | 7.2% |
7 | 3454 | 6.8% |
9 | 3383 | 6.6% |
Other values (3) | 3377 | 6.6% |
탄소량
Text
Distinct | 711 |
---|---|
Distinct (%) | 7.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 74.9 KiB |
Value | Count | Frequency (%) |
0.00 | 627 | 6.6% |
0.26 | 100 | 1.0% |
0.35 | 92 | 1.0% |
0.29 | 89 | 0.9% |
0.33 | 84 | 0.9% |
0.30 | 82 | 0.9% |
0.16 | 78 | 0.8% |
0.21 | 78 | 0.8% |
0.13 | 78 | 0.8% |
0.45 | 77 | 0.8% |
Other values (701) | 8185 |
Most occurring characters
Value | Count | Frequency (%) |
. | 9543 | |
0 | 8673 | |
1 | 4078 | |
2 | 2882 | 7.5% |
3 | 2479 | 6.5% |
4 | 2113 | 5.5% |
5 | 1883 | 4.9% |
6 | 1832 | 4.8% |
7 | 1669 | 4.4% |
9 | 1529 | 4.0% |
Other values (3) | 1580 | 4.1% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 28664 | |
Other Punctuation | 9570 | 25.0% |
Uppercase Letter | 27 | 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 8673 | |
1 | 4078 | |
2 | 2882 | 10.1% |
3 | 2479 | 8.6% |
4 | 2113 | 7.4% |
5 | 1883 | 6.6% |
6 | 1832 | 6.4% |
7 | 1669 | 5.8% |
9 | 1529 | 5.3% |
8 | 1526 | 5.3% |
Other Punctuation
Value | Count | Frequency (%) |
. | 9543 | |
\ | 27 | 0.3% |
Uppercase Letter
Value | Count | Frequency (%) |
N | 27 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 38234 | |
Latin | 27 | 0.1% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
. | 9543 | |
0 | 8673 | |
1 | 4078 | |
2 | 2882 | 7.5% |
3 | 2479 | 6.5% |
4 | 2113 | 5.5% |
5 | 1883 | 4.9% |
6 | 1832 | 4.8% |
7 | 1669 | 4.4% |
9 | 1529 | 4.0% |
Other values (2) | 1553 | 4.1% |
Latin
Value | Count | Frequency (%) |
N | 27 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 38261 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
. | 9543 | |
0 | 8673 | |
1 | 4078 | |
2 | 2882 | 7.5% |
3 | 2479 | 6.5% |
4 | 2113 | 5.5% |
5 | 1883 | 4.9% |
6 | 1832 | 4.8% |
7 | 1669 | 4.4% |
9 | 1529 | 4.0% |
Other values (3) | 1580 | 4.1% |
이동거리(M)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 6739 |
---|---|
Distinct (%) | 70.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5436.47 |
Minimum | 0 |
---|---|
Maximum | 198438.33 |
Zeros | 644 |
Zeros (%) | 6.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 84.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1347.185 |
median | 3060.46 |
Q3 | 6852.5275 |
95-th percentile | 18410.577 |
Maximum | 198438.33 |
Range | 198438.33 |
Interquartile range (IQR) | 5505.3425 |
Descriptive statistics
Standard deviation | 7556.7174 |
---|---|
Coefficient of variation (CV) | 1.3900044 |
Kurtosis | 106.71024 |
Mean | 5436.47 |
Median Absolute Deviation (MAD) | 2150.46 |
Skewness | 6.7318299 |
Sum | 52027018 |
Variance | 57103978 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 644 | 6.7% |
1100.0 | 17 | 0.2% |
1430.0 | 15 | 0.2% |
580.0 | 15 | 0.2% |
1240.0 | 15 | 0.2% |
1120.0 | 15 | 0.2% |
1140.0 | 13 | 0.1% |
1350.0 | 13 | 0.1% |
1520.0 | 13 | 0.1% |
2190.0 | 13 | 0.1% |
Other values (6729) | 8797 |
Value | Count | Frequency (%) |
0.0 | 644 | |
0.1 | 4 | < 0.1% |
10.0 | 2 | < 0.1% |
14.51 | 1 | < 0.1% |
20.0 | 3 | < 0.1% |
30.0 | 3 | < 0.1% |
40.0 | 2 | < 0.1% |
50.0 | 1 | < 0.1% |
60.0 | 1 | < 0.1% |
70.0 | 1 | < 0.1% |
Value | Count | Frequency (%) |
198438.33 | 1 | |
173806.29 | 1 | |
137520.7 | 1 | |
128978.77 | 1 | |
116409.87 | 1 | |
115546.6 | 1 | |
101134.01 | 1 | |
90967.88 | 1 | |
69706.88 | 1 | |
68839.65 | 1 |
이용시간(분)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 347 |
---|---|
Distinct (%) | 3.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 51.303657 |
Minimum | 0 |
---|---|
Maximum | 1802 |
Zeros | 2 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 84.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 4 |
Q1 | 13 |
median | 31 |
Q3 | 66 |
95-th percentile | 158 |
Maximum | 1802 |
Range | 1802 |
Interquartile range (IQR) | 53 |
Descriptive statistics
Standard deviation | 66.642212 |
---|---|
Coefficient of variation (CV) | 1.2989759 |
Kurtosis | 100.64364 |
Mean | 51.303657 |
Median Absolute Deviation (MAD) | 22 |
Skewness | 6.49682 |
Sum | 490976 |
Variance | 4441.1844 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 264 | 2.8% |
5 | 259 | 2.7% |
6 | 248 | 2.6% |
7 | 226 | 2.4% |
8 | 222 | 2.3% |
10 | 212 | 2.2% |
9 | 194 | 2.0% |
12 | 190 | 2.0% |
3 | 189 | 2.0% |
13 | 188 | 2.0% |
Other values (337) | 7378 |
Value | Count | Frequency (%) |
0 | 2 | < 0.1% |
1 | 31 | 0.3% |
2 | 121 | |
3 | 189 | |
4 | 264 | |
5 | 259 | |
6 | 248 | |
7 | 226 | |
8 | 222 | |
9 | 194 |
Value | Count | Frequency (%) |
1802 | 1 | |
1383 | 1 | |
1141 | 1 | |
1138 | 1 | |
974 | 1 | |
959 | 1 | |
920 | 1 | |
793 | 1 | |
706 | 1 | |
695 | 1 |
대여소번호 | 대여구분코드 | 성별 | 연령대코드 | 이용건수 | 이동거리(M) | 이용시간(분) | |
---|---|---|---|---|---|---|---|
대여소번호 | 1.000 | 0.064 | 0.000 | 0.038 | 0.070 | 0.061 | 0.052 |
대여구분코드 | 0.064 | 1.000 | 0.286 | 0.505 | 0.110 | 0.084 | 0.097 |
성별 | 0.000 | 0.286 | 1.000 | 0.161 | 0.053 | 0.000 | 0.000 |
연령대코드 | 0.038 | 0.505 | 0.161 | 1.000 | 0.141 | 0.054 | 0.033 |
이용건수 | 0.070 | 0.110 | 0.053 | 0.141 | 1.000 | 0.883 | 0.875 |
이동거리(M) | 0.061 | 0.084 | 0.000 | 0.054 | 0.883 | 1.000 | 0.978 |
이용시간(분) | 0.052 | 0.097 | 0.000 | 0.033 | 0.875 | 0.978 | 1.000 |
연령대코드 | 성별 | 대여구분코드 | |
---|---|---|---|
연령대코드 | 1.000 | 0.073 | 0.245 |
성별 | 0.073 | 1.000 | 0.115 |
대여구분코드 | 0.245 | 0.115 | 1.000 |
대여소번호 | 이용건수 | 이동거리(M) | 이용시간(분) | 대여구분코드 | 성별 | 연령대코드 | |
---|---|---|---|---|---|---|---|
대여소번호 | 1.000 | -0.042 | -0.068 | -0.067 | 0.038 | 0.000 | 0.018 |
이용건수 | -0.042 | 1.000 | 0.533 | 0.564 | 0.066 | 0.032 | 0.067 |
이동거리(M) | -0.068 | 0.533 | 1.000 | 0.851 | 0.054 | 0.000 | 0.027 |
이용시간(분) | -0.067 | 0.564 | 0.851 | 1.000 | 0.062 | 0.000 | 0.016 |
대여구분코드 | 0.038 | 0.066 | 0.054 | 0.062 | 1.000 | 0.115 | 0.245 |
성별 | 0.000 | 0.032 | 0.000 | 0.000 | 0.115 | 1.000 | 0.073 |
연령대코드 | 0.018 | 0.067 | 0.027 | 0.016 | 0.245 | 0.073 | 1.000 |
대여일자 | 대여소번호 | 대여소 | 대여구분코드 | 성별 | 연령대코드 | 이용건수 | 운동량 | 탄소량 | 이동거리(M) | 이용시간(분) | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2022-03-01 | 3 | 중랑센터 | 정기 | M | 20대 | 1 | 126.64 | 1.14 | 4920.0 | 23 |
1 | 2022-03-01 | 3 | 중랑센터 | 정기 | M | 50대 | 1 | 66.60 | 0.58 | 2510.0 | 10 |
2 | 2022-03-01 | 102 | 102. 망원역 1번출구 앞 | 일일(회원) | \N | 20대 | 2 | 119.51 | 1.38 | 5937.73 | 94 |
3 | 2022-03-01 | 102 | 102. 망원역 1번출구 앞 | 일일(회원) | \N | 30대 | 1 | 209.18 | 1.73 | 7440.0 | 45 |
4 | 2022-03-01 | 102 | 102. 망원역 1번출구 앞 | 일일(회원) | <NA> | 20대 | 1 | 34.49 | 0.31 | 1340.0 | 8 |
5 | 2022-03-01 | 102 | 102. 망원역 1번출구 앞 | 일일(회원) | F | 20대 | 4 | 444.67 | 4.06 | 17538.26 | 196 |
6 | 2022-03-01 | 102 | 102. 망원역 1번출구 앞 | 일일(회원) | M | 10대 | 1 | 157.64 | 1.18 | 5103.71 | 66 |
7 | 2022-03-01 | 102 | 102. 망원역 1번출구 앞 | 일일(회원) | M | 20대 | 4 | 319.50 | 2.52 | 10851.56 | 122 |
8 | 2022-03-01 | 102 | 102. 망원역 1번출구 앞 | 일일(회원) | M | 30대 | 2 | 86.96 | 0.60 | 2559.35 | 16 |
9 | 2022-03-01 | 102 | 102. 망원역 1번출구 앞 | 일일(회원) | M | 40대 | 1 | 45.15 | 0.41 | 1754.17 | 11 |
대여일자 | 대여소번호 | 대여소 | 대여구분코드 | 성별 | 연령대코드 | 이용건수 | 운동량 | 탄소량 | 이동거리(M) | 이용시간(분) | |
---|---|---|---|---|---|---|---|---|---|---|---|
9560 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | F | 20대 | 1 | 50.37 | 0.56 | 2400.0 | 16 |
9561 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | F | 30대 | 1 | 44.43 | 0.47 | 2040.0 | 11 |
9562 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | F | 40대 | 1 | 197.16 | 1.65 | 7112.4 | 68 |
9563 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | F | 50대 | 1 | 89.69 | 0.70 | 3020.0 | 19 |
9564 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | F | 기타 | 1 | 13.64 | 0.15 | 650.0 | 10 |
9565 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | M | 10대 | 1 | 82.80 | 0.62 | 2680.75 | 15 |
9566 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | M | 20대 | 1 | 18.17 | 0.14 | 620.0 | 5 |
9567 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | M | 30대 | 1 | 63.32 | 0.45 | 1950.0 | 11 |
9568 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | M | 40대 | 1 | 229.43 | 1.98 | 8520.0 | 53 |
9569 | 2022-03-01 | 1078 | 1078.둔촌사거리 | 정기 | M | 60대 | 4 | 258.57 | 2.23 | 9621.52 | 62 |