Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.1 KiB |
Average record size in memory | 52.3 B |
Variable types
Text | 2 |
---|---|
Categorical | 1 |
Numeric | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 한국과학기술원 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=96c7c940-f010-11ea-a37b-cf467989eab1 |
Reproduction
Analysis started | 2023-12-10 11:14:10.567359 |
---|---|
Analysis finished | 2023-12-10 11:14:12.638157 |
Duration | 2.07 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
로그 아이디
Text
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Length
Max length | 24 |
---|---|
Median length | 24 |
Mean length | 24 |
Min length | 24 |
Characters and Unicode
Total characters | 2400 |
---|---|
Distinct characters | 16 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 100 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | 6155e1699f32ea1a57ce45b7 |
---|---|
2nd row | 6155e1699f32ea1a57ce45b8 |
3rd row | 6155e1699f32ea1a57ce45b9 |
4th row | 6155e1699f32ea1a57ce45ba |
5th row | 6155e1699f32ea1a57ce45bb |
Value | Count | Frequency (%) |
6155e1699f32ea1a57ce45b7 | 1 | 1.0% |
6155e1699f32ea1a57ce45f5 | 1 | 1.0% |
6155e1699f32ea1a57ce4600 | 1 | 1.0% |
6155e1699f32ea1a57ce45ff | 1 | 1.0% |
6155e1699f32ea1a57ce45fe | 1 | 1.0% |
6155e1699f32ea1a57ce45fd | 1 | 1.0% |
6155e1699f32ea1a57ce45fc | 1 | 1.0% |
6155e1699f32ea1a57ce45fb | 1 | 1.0% |
6155e1699f32ea1a57ce45fa | 1 | 1.0% |
6155e1699f32ea1a57ce45f9 | 1 | 1.0% |
Other values (90) | 90 |
Most occurring characters
Value | Count | Frequency (%) |
5 | 379 | |
e | 322 | |
1 | 317 | |
6 | 233 | |
9 | 207 | |
a | 207 | |
f | 122 | 5.1% |
c | 122 | 5.1% |
7 | 107 | 4.5% |
3 | 106 | 4.4% |
Other values (6) | 278 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 1590 | |
Lowercase Letter | 810 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
5 | 379 | |
1 | 317 | |
6 | 233 | |
9 | 207 | |
7 | 107 | 6.7% |
3 | 106 | 6.7% |
2 | 106 | 6.7% |
4 | 106 | 6.7% |
0 | 22 | 1.4% |
8 | 7 | 0.4% |
Lowercase Letter
Value | Count | Frequency (%) |
e | 322 | |
a | 207 | |
f | 122 | 15.1% |
c | 122 | 15.1% |
d | 22 | 2.7% |
b | 15 | 1.9% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 1590 | |
Latin | 810 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
5 | 379 | |
1 | 317 | |
6 | 233 | |
9 | 207 | |
7 | 107 | 6.7% |
3 | 106 | 6.7% |
2 | 106 | 6.7% |
4 | 106 | 6.7% |
0 | 22 | 1.4% |
8 | 7 | 0.4% |
Latin
Value | Count | Frequency (%) |
e | 322 | |
a | 207 | |
f | 122 | 15.1% |
c | 122 | 15.1% |
d | 22 | 2.7% |
b | 15 | 1.9% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 2400 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
5 | 379 | |
e | 322 | |
1 | 317 | |
6 | 233 | |
9 | 207 | |
a | 207 | |
f | 122 | 5.1% |
c | 122 | 5.1% |
7 | 107 | 4.5% |
3 | 106 | 4.4% |
Other values (6) | 278 |
건물 아이디
Text
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Length
Max length | 24 |
---|---|
Median length | 24 |
Mean length | 24 |
Min length | 24 |
Characters and Unicode
Total characters | 2400 |
---|---|
Distinct characters | 16 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 100 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | 5f06a499153b58ec1eb3ea49 |
---|---|
2nd row | 5f06a446153b58ec1eb3ea43 |
3rd row | 5f067dd8153b58ec1eb3ea12 |
4th row | 5f9b770dad60bb243eaf3f27 |
5th row | 5fb20d634bb08a560c7449e8 |
Value | Count | Frequency (%) |
5f06a499153b58ec1eb3ea49 | 1 | 1.0% |
5ffea7fcb25c2071dcef8e71 | 1 | 1.0% |
5f4eeeaf706250145618bb53 | 1 | 1.0% |
5ffc21af500f896cb3d358d8 | 1 | 1.0% |
5ffc214a500f896cb3d3546a | 1 | 1.0% |
5ffc15dae0a2b843dc461687 | 1 | 1.0% |
5ffe6b79b25c2071dced04f1 | 1 | 1.0% |
5f71604039518d7393361fa3 | 1 | 1.0% |
5f06a21a153b58ec1eb3ea2d | 1 | 1.0% |
5ffea271b25c2071dcef52ec | 1 | 1.0% |
Other values (90) | 90 |
Most occurring characters
Value | Count | Frequency (%) |
5 | 260 | 10.8% |
f | 237 | 9.9% |
e | 210 | 8.8% |
c | 170 | 7.1% |
1 | 161 | 6.7% |
2 | 154 | 6.4% |
b | 150 | 6.2% |
0 | 142 | 5.9% |
3 | 134 | 5.6% |
a | 126 | 5.2% |
Other values (6) | 656 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 1386 | |
Lowercase Letter | 1014 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
5 | 260 | |
1 | 161 | |
2 | 154 | |
0 | 142 | |
3 | 134 | |
6 | 124 | |
8 | 117 | |
7 | 113 | |
4 | 95 | 6.9% |
9 | 86 | 6.2% |
Lowercase Letter
Value | Count | Frequency (%) |
f | 237 | |
e | 210 | |
c | 170 | |
b | 150 | |
a | 126 | |
d | 121 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 1386 | |
Latin | 1014 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
5 | 260 | |
1 | 161 | |
2 | 154 | |
0 | 142 | |
3 | 134 | |
6 | 124 | |
8 | 117 | |
7 | 113 | |
4 | 95 | 6.9% |
9 | 86 | 6.2% |
Latin
Value | Count | Frequency (%) |
f | 237 | |
e | 210 | |
c | 170 | |
b | 150 | |
a | 126 | |
d | 121 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 2400 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
5 | 260 | 10.8% |
f | 237 | 9.9% |
e | 210 | 8.8% |
c | 170 | 7.1% |
1 | 161 | 6.7% |
2 | 154 | 6.4% |
b | 150 | 6.2% |
0 | 142 | 5.9% |
3 | 134 | 5.6% |
a | 126 | 5.2% |
Other values (6) | 656 |
기록 시각
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) |
---|
Length
Max length | 56 |
---|---|
Median length | 56 |
Mean length | 56 |
Min length | 56 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) |
---|---|
2nd row | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) |
3rd row | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) |
4th row | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) |
5th row | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) |
Common Values
Value | Count | Frequency (%) |
Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
fri | 100 | |
oct | 100 | |
01 | 100 | |
2021 | 100 | |
01:10:15 | 100 | |
gmt+0900 | 100 | |
korean | 100 | |
standard | 100 | |
time | 100 |
온도(℃)
Real number (ℝ)
Distinct | 22 |
---|---|
Distinct (%) | 22.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.577 |
Minimum | 14.7 |
---|---|
Maximum | 20.9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 14.7 |
---|---|
5-th percentile | 15.79 |
Q1 | 16.525 |
median | 17.9 |
Q3 | 18.4 |
95-th percentile | 18.9 |
Maximum | 20.9 |
Range | 6.2 |
Interquartile range (IQR) | 1.875 |
Descriptive statistics
Standard deviation | 1.1748075 |
---|---|
Coefficient of variation (CV) | 0.066837773 |
Kurtosis | 0.33530189 |
Mean | 17.577 |
Median Absolute Deviation (MAD) | 0.7 |
Skewness | -0.22214362 |
Sum | 1757.7 |
Variance | 1.3801727 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
18.7 | 16 | |
17.9 | 15 | |
16.3 | 11 | |
17.4 | 9 | |
18.4 | 9 | |
15.8 | 6 | 6.0% |
17.6 | 6 | 6.0% |
17.2 | 5 | 5.0% |
16.2 | 3 | 3.0% |
18.9 | 3 | 3.0% |
Other values (12) | 17 |
Value | Count | Frequency (%) |
14.7 | 2 | 2.0% |
15.0 | 1 | 1.0% |
15.4 | 1 | 1.0% |
15.6 | 1 | 1.0% |
15.8 | 6 | |
16.2 | 3 | 3.0% |
16.3 | 11 | |
16.6 | 1 | 1.0% |
17.1 | 1 | 1.0% |
17.2 | 5 |
Value | Count | Frequency (%) |
20.9 | 2 | 2.0% |
19.0 | 1 | 1.0% |
18.9 | 3 | 3.0% |
18.7 | 16 | |
18.5 | 2 | 2.0% |
18.4 | 9 | |
18.2 | 2 | 2.0% |
18.0 | 2 | 2.0% |
17.9 | 15 | |
17.6 | 6 | 6.0% |
습도(%)
Real number (ℝ)
Distinct | 9 |
---|---|
Distinct (%) | 9.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 94.49 |
Minimum | 80 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 80 |
---|---|
5-th percentile | 85 |
Q1 | 88 |
median | 97 |
Q3 | 100 |
95-th percentile | 100 |
Maximum | 100 |
Range | 20 |
Interquartile range (IQR) | 12 |
Descriptive statistics
Standard deviation | 6.1109192 |
---|---|
Coefficient of variation (CV) | 0.064672655 |
Kurtosis | -0.98375588 |
Mean | 94.49 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -0.6630185 |
Sum | 9449 |
Variance | 37.343333 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
100 | 42 | |
87 | 15 | 15.0% |
97 | 14 | 14.0% |
92 | 8 | 8.0% |
88 | 8 | 8.0% |
85 | 5 | 5.0% |
95 | 3 | 3.0% |
80 | 3 | 3.0% |
98 | 2 | 2.0% |
Value | Count | Frequency (%) |
80 | 3 | 3.0% |
85 | 5 | 5.0% |
87 | 15 | 15.0% |
88 | 8 | 8.0% |
92 | 8 | 8.0% |
95 | 3 | 3.0% |
97 | 14 | 14.0% |
98 | 2 | 2.0% |
100 | 42 |
Value | Count | Frequency (%) |
100 | 42 | |
98 | 2 | 2.0% |
97 | 14 | 14.0% |
95 | 3 | 3.0% |
92 | 8 | 8.0% |
88 | 8 | 8.0% |
87 | 15 | 15.0% |
85 | 5 | 5.0% |
80 | 3 | 3.0% |
초미세먼지
Real number (ℝ)
Distinct | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 61.08 |
Minimum | 34 |
---|---|
Maximum | 78 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 34 |
---|---|
5-th percentile | 50 |
Q1 | 57 |
median | 63 |
Q3 | 68 |
95-th percentile | 70 |
Maximum | 78 |
Range | 44 |
Interquartile range (IQR) | 11 |
Descriptive statistics
Standard deviation | 7.5340037 |
---|---|
Coefficient of variation (CV) | 0.12334649 |
Kurtosis | 1.3701401 |
Mean | 61.08 |
Median Absolute Deviation (MAD) | 5 |
Skewness | -0.67165576 |
Sum | 6108 |
Variance | 56.761212 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
63 | 20 | |
68 | 17 | |
50 | 10 | |
57 | 9 | |
59 | 9 | |
61 | 8 | 8.0% |
55 | 8 | 8.0% |
70 | 6 | 6.0% |
65 | 5 | 5.0% |
78 | 2 | 2.0% |
Other values (5) | 6 | 6.0% |
Value | Count | Frequency (%) |
34 | 1 | 1.0% |
38 | 1 | 1.0% |
46 | 1 | 1.0% |
50 | 10 | |
53 | 1 | 1.0% |
55 | 8 | 8.0% |
57 | 9 | |
59 | 9 | |
61 | 8 | 8.0% |
63 | 20 |
Value | Count | Frequency (%) |
78 | 2 | 2.0% |
74 | 2 | 2.0% |
70 | 6 | 6.0% |
68 | 17 | |
65 | 5 | 5.0% |
63 | 20 | |
61 | 8 | 8.0% |
59 | 9 | |
57 | 9 | |
55 | 8 | 8.0% |
로그 아이디 | 건물 아이디 | 온도(℃) | 습도(%) | 초미세먼지 | |
---|---|---|---|---|---|
로그 아이디 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
건물 아이디 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
온도(℃) | 1.000 | 1.000 | 1.000 | 0.849 | 0.626 |
습도(%) | 1.000 | 1.000 | 0.849 | 1.000 | 0.550 |
초미세먼지 | 1.000 | 1.000 | 0.626 | 0.550 | 1.000 |
온도(℃) | 습도(%) | 초미세먼지 | |
---|---|---|---|
온도(℃) | 1.000 | -0.417 | 0.237 |
습도(%) | -0.417 | 1.000 | -0.070 |
초미세먼지 | 0.237 | -0.070 | 1.000 |
로그 아이디 | 건물 아이디 | 기록 시각 | 온도(℃) | 습도(%) | 초미세먼지 | |
---|---|---|---|---|---|---|
0 | 6155e1699f32ea1a57ce45b7 | 5f06a499153b58ec1eb3ea49 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 17.4 | 87 | 50 |
1 | 6155e1699f32ea1a57ce45b8 | 5f06a446153b58ec1eb3ea43 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 17.4 | 87 | 61 |
2 | 6155e1699f32ea1a57ce45b9 | 5f067dd8153b58ec1eb3ea12 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 17.9 | 100 | 68 |
3 | 6155e1699f32ea1a57ce45ba | 5f9b770dad60bb243eaf3f27 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 17.9 | 100 | 55 |
4 | 6155e1699f32ea1a57ce45bb | 5fb20d634bb08a560c7449e8 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 17.9 | 100 | 63 |
5 | 6155e1699f32ea1a57ce45bc | 5fdc725569ca2f1f694226fa | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 17.9 | 100 | 63 |
6 | 6155e1699f32ea1a57ce45bd | 5f069fed153b58ec1eb3ea1b | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 15.0 | 98 | 34 |
7 | 6155e1699f32ea1a57ce45be | 5face271d52acb7050ff5e8f | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 14.7 | 100 | 57 |
8 | 6155e1699f32ea1a57ce45bf | 5ff977023f92d8153a1f16fc | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 15.6 | 100 | 70 |
9 | 6155e1699f32ea1a57ce45c0 | 5ffc1596e0a2b843dc4613a7 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 18.4 | 100 | 68 |
로그 아이디 | 건물 아이디 | 기록 시각 | 온도(℃) | 습도(%) | 초미세먼지 | |
---|---|---|---|---|---|---|
90 | 6155e1699f32ea1a57ce4611 | 5f06a24e153b58ec1eb3ea2f | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 18.7 | 80 | 65 |
91 | 6155e1699f32ea1a57ce4612 | 5f72eaa739518d7393361fde | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 18.7 | 80 | 70 |
92 | 6155e1699f32ea1a57ce4613 | 5fa0d0a57ef5ae3a1c0fc8bc | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 15.8 | 100 | 57 |
93 | 6155e1699f32ea1a57ce4614 | 5fae4053df2f284b96e468e1 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 18.7 | 80 | 74 |
94 | 6155e1699f32ea1a57ce4615 | 5ffc1863e0a2b843dc4631d9 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 15.8 | 100 | 57 |
95 | 6155e1699f32ea1a57ce4616 | 5ffc1922e0a2b843dc4639a9 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 15.8 | 100 | 57 |
96 | 6155e1699f32ea1a57ce4617 | 5ffc1897e0a2b843dc4633e8 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 15.8 | 100 | 57 |
97 | 6155e1699f32ea1a57ce4618 | 5ffe6963b25c2071dcecef2d | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 15.8 | 100 | 57 |
98 | 6155e1699f32ea1a57ce4619 | 600e4d9a871aeb705049561e | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 16.2 | 100 | 59 |
99 | 6155e1699f32ea1a57ce461a | 5f6d516339518d7393361f85 | Fri Oct 01 2021 01:10:15 GMT+0900 (Korean Standard Time) | 19.0 | 100 | 74 |