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 11:13:54.729156 |
---|---|
Analysis finished | 2023-12-10 11:13:56.948732 |
Duration | 2.22 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 | 612e4402f0c312001395700d |
---|---|
2nd row | 612e4402f0c312001395700e |
3rd row | 612e4402f0c312001395700f |
4th row | 612e4402f0c3120013957010 |
5th row | 612e4402f0c3120013957011 |
Value | Count | Frequency (%) |
612e4402f0c312001395700d | 1 | 1.0% |
612e4402f0c312001395704c | 1 | 1.0% |
612e4402f0c3120013957057 | 1 | 1.0% |
612e4402f0c3120013957056 | 1 | 1.0% |
612e4402f0c3120013957055 | 1 | 1.0% |
612e4402f0c3120013957054 | 1 | 1.0% |
612e4402f0c3120013957053 | 1 | 1.0% |
612e4402f0c3120013957052 | 1 | 1.0% |
612e4402f0c3120013957051 | 1 | 1.0% |
612e4402f0c3120013957050 | 1 | 1.0% |
Other values (90) | 90 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 510 | |
1 | 323 | |
2 | 321 | |
4 | 222 | |
3 | 222 | |
6 | 122 | 5.1% |
5 | 122 | 5.1% |
7 | 108 | 4.5% |
e | 107 | 4.5% |
f | 107 | 4.5% |
Other values (6) | 236 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 2062 | |
Lowercase Letter | 338 | 14.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 510 | |
1 | 323 | |
2 | 321 | |
4 | 222 | |
3 | 222 | |
6 | 122 | 5.9% |
5 | 122 | 5.9% |
7 | 108 | 5.2% |
9 | 106 | 5.1% |
8 | 6 | 0.3% |
Lowercase Letter
Value | Count | Frequency (%) |
e | 107 | |
f | 107 | |
c | 106 | |
d | 7 | 2.1% |
b | 6 | 1.8% |
a | 5 | 1.5% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 2062 | |
Latin | 338 | 14.1% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 510 | |
1 | 323 | |
2 | 321 | |
4 | 222 | |
3 | 222 | |
6 | 122 | 5.9% |
5 | 122 | 5.9% |
7 | 108 | 5.2% |
9 | 106 | 5.1% |
8 | 6 | 0.3% |
Latin
Value | Count | Frequency (%) |
e | 107 | |
f | 107 | |
c | 106 | |
d | 7 | 2.1% |
b | 6 | 1.8% |
a | 5 | 1.5% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 2400 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 510 | |
1 | 323 | |
2 | 321 | |
4 | 222 | |
3 | 222 | |
6 | 122 | 5.1% |
5 | 122 | 5.1% |
7 | 108 | 4.5% |
e | 107 | 4.5% |
f | 107 | 4.5% |
Other values (6) | 236 |
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 | 5f8d465df61d2e318b09fcf5 |
---|---|
2nd row | 5f06a30c153b58ec1eb3ea35 |
3rd row | 5f06a21a153b58ec1eb3ea2d |
4th row | 5f06a427153b58ec1eb3ea41 |
5th row | 5f06a5d8153b58ec1eb3ea55 |
Value | Count | Frequency (%) |
5f8d465df61d2e318b09fcf5 | 1 | 1.0% |
5fe0dc75bd7e0e14d572ac47 | 1 | 1.0% |
5ffea37bb25c2071dcef5e22 | 1 | 1.0% |
60056c64909d6d64d11626be | 1 | 1.0% |
5ffea3abb25c2071dcef6036 | 1 | 1.0% |
608bc77831eca70f778cf055 | 1 | 1.0% |
5ffea525b25c2071dcef7049 | 1 | 1.0% |
6049cbd2138958233d84b949 | 1 | 1.0% |
5ffc1757e0a2b843dc462671 | 1 | 1.0% |
5ffe6c99b25c2071dced112f | 1 | 1.0% |
Other values (90) | 90 |
Most occurring characters
Value | Count | Frequency (%) |
5 | 277 | |
e | 233 | 9.7% |
1 | 186 | 7.8% |
f | 185 | 7.7% |
b | 179 | 7.5% |
3 | 171 | 7.1% |
0 | 151 | 6.3% |
6 | 143 | 6.0% |
a | 143 | 6.0% |
c | 140 | 5.8% |
Other values (6) | 592 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 1438 | |
Lowercase Letter | 962 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
5 | 277 | |
1 | 186 | |
3 | 171 | |
0 | 151 | |
6 | 143 | |
8 | 123 | |
2 | 111 | |
7 | 109 | 7.6% |
4 | 88 | 6.1% |
9 | 79 | 5.5% |
Lowercase Letter
Value | Count | Frequency (%) |
e | 233 | |
f | 185 | |
b | 179 | |
a | 143 | |
c | 140 | |
d | 82 | 8.5% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 1438 | |
Latin | 962 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
5 | 277 | |
1 | 186 | |
3 | 171 | |
0 | 151 | |
6 | 143 | |
8 | 123 | |
2 | 111 | |
7 | 109 | 7.6% |
4 | 88 | 6.1% |
9 | 79 | 5.5% |
Latin
Value | Count | Frequency (%) |
e | 233 | |
f | 185 | |
b | 179 | |
a | 143 | |
c | 140 | |
d | 82 | 8.5% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 2400 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
5 | 277 | |
e | 233 | 9.7% |
1 | 186 | 7.8% |
f | 185 | 7.7% |
b | 179 | 7.5% |
3 | 171 | 7.1% |
0 | 151 | 6.3% |
6 | 143 | 6.0% |
a | 143 | 6.0% |
c | 140 | 5.8% |
Other values (6) | 592 |
기록 시각
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Wed Sep 01 2021 00:00:15 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 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) |
---|---|
2nd row | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) |
3rd row | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) |
4th row | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) |
5th row | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) |
Common Values
Value | Count | Frequency (%) |
Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
wed | 100 | |
sep | 100 | |
01 | 100 | |
2021 | 100 | |
00:00:15 | 100 | |
gmt+0900 | 100 | |
korean | 100 | |
standard | 100 | |
time | 100 |
온도(℃)
Real number (ℝ)
Distinct | 14 |
---|---|
Distinct (%) | 14.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.018 |
Minimum | 17.7 |
---|---|
Maximum | 22.7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 17.7 |
---|---|
5-th percentile | 18.2 |
Q1 | 18.4 |
median | 18.8 |
Q3 | 19.1 |
95-th percentile | 22.7 |
Maximum | 22.7 |
Range | 5 |
Interquartile range (IQR) | 0.7 |
Descriptive statistics
Standard deviation | 1.046242 |
---|---|
Coefficient of variation (CV) | 0.055013248 |
Kurtosis | 6.9863793 |
Mean | 19.018 |
Median Absolute Deviation (MAD) | 0.4 |
Skewness | 2.6052611 |
Sum | 1901.8 |
Variance | 1.0946222 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
18.8 | 22 | |
18.4 | 16 | |
18.2 | 13 | |
19.1 | 13 | |
19.3 | 10 | |
18.9 | 6 | 6.0% |
22.7 | 6 | 6.0% |
18.6 | 4 | 4.0% |
19.4 | 3 | 3.0% |
17.9 | 2 | 2.0% |
Other values (4) | 5 | 5.0% |
Value | Count | Frequency (%) |
17.7 | 1 | 1.0% |
17.9 | 2 | 2.0% |
18.2 | 13 | |
18.4 | 16 | |
18.6 | 4 | 4.0% |
18.8 | 22 | |
18.9 | 6 | 6.0% |
19.1 | 13 | |
19.3 | 10 | |
19.4 | 3 | 3.0% |
Value | Count | Frequency (%) |
22.7 | 6 | 6.0% |
20.4 | 2 | 2.0% |
19.9 | 1 | 1.0% |
19.5 | 1 | 1.0% |
19.4 | 3 | 3.0% |
19.3 | 10 | |
19.1 | 13 | |
18.9 | 6 | 6.0% |
18.8 | 22 | |
18.6 | 4 | 4.0% |
습도(%)
Real number (ℝ)
Distinct | 10 |
---|---|
Distinct (%) | 10.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 96.91 |
Minimum | 91 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 91 |
---|---|
5-th percentile | 91 |
Q1 | 95.75 |
median | 97 |
Q3 | 100 |
95-th percentile | 100 |
Maximum | 100 |
Range | 9 |
Interquartile range (IQR) | 4.25 |
Descriptive statistics
Standard deviation | 2.8287664 |
---|---|
Coefficient of variation (CV) | 0.029189623 |
Kurtosis | -0.60170982 |
Mean | 96.91 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | -0.62521494 |
Sum | 9691 |
Variance | 8.0019192 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
100 | 30 | |
96 | 17 | |
98 | 15 | |
97 | 10 | 10.0% |
91 | 7 | 7.0% |
93 | 6 | 6.0% |
95 | 5 | 5.0% |
94 | 4 | 4.0% |
92 | 3 | 3.0% |
99 | 3 | 3.0% |
Value | Count | Frequency (%) |
91 | 7 | 7.0% |
92 | 3 | 3.0% |
93 | 6 | 6.0% |
94 | 4 | 4.0% |
95 | 5 | 5.0% |
96 | 17 | |
97 | 10 | 10.0% |
98 | 15 | |
99 | 3 | 3.0% |
100 | 30 |
Value | Count | Frequency (%) |
100 | 30 | |
99 | 3 | 3.0% |
98 | 15 | |
97 | 10 | 10.0% |
96 | 17 | |
95 | 5 | 5.0% |
94 | 4 | 4.0% |
93 | 6 | 6.0% |
92 | 3 | 3.0% |
91 | 7 | 7.0% |
초미세먼지
Real number (ℝ)
Distinct | 13 |
---|---|
Distinct (%) | 13.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 23.69 |
Minimum | 5 |
---|---|
Maximum | 61 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 9 |
Q1 | 13 |
median | 21 |
Q3 | 26.25 |
95-th percentile | 53.1 |
Maximum | 61 |
Range | 56 |
Interquartile range (IQR) | 13.25 |
Descriptive statistics
Standard deviation | 12.919092 |
---|---|
Coefficient of variation (CV) | 0.54533945 |
Kurtosis | 1.4748876 |
Mean | 23.69 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 1.3755244 |
Sum | 2369 |
Variance | 166.90293 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13 | 25 | |
25 | 19 | |
17 | 13 | |
21 | 12 | |
30 | 10 | 10.0% |
46 | 6 | 6.0% |
9 | 5 | 5.0% |
61 | 4 | 4.0% |
38 | 2 | 2.0% |
5 | 1 | 1.0% |
Other values (3) | 3 | 3.0% |
Value | Count | Frequency (%) |
5 | 1 | 1.0% |
9 | 5 | 5.0% |
13 | 25 | |
17 | 13 | |
21 | 12 | |
25 | 19 | |
30 | 10 | 10.0% |
38 | 2 | 2.0% |
42 | 1 | 1.0% |
46 | 6 | 6.0% |
Value | Count | Frequency (%) |
61 | 4 | 4.0% |
55 | 1 | 1.0% |
53 | 1 | 1.0% |
46 | 6 | 6.0% |
42 | 1 | 1.0% |
38 | 2 | 2.0% |
30 | 10 | |
25 | 19 | |
21 | 12 | |
17 | 13 |
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 | 0.812 | 0.705 |
습도(%) | 1.000 | 1.000 | 0.812 | 1.000 | 0.903 |
초미세먼지 | 1.000 | 1.000 | 0.705 | 0.903 | 1.000 |
온도(℃) | 습도(%) | 초미세먼지 | |
---|---|---|---|
온도(℃) | 1.000 | 0.357 | -0.141 |
습도(%) | 0.357 | 1.000 | -0.325 |
초미세먼지 | -0.141 | -0.325 | 1.000 |
로그 아이디 | 건물 아이디 | 기록 시각 | 온도(℃) | 습도(%) | 초미세먼지 | |
---|---|---|---|---|---|---|
0 | 612e4402f0c312001395700d | 5f8d465df61d2e318b09fcf5 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 18.6 | 100 | 25 |
1 | 612e4402f0c312001395700e | 5f06a30c153b58ec1eb3ea35 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 19.3 | 100 | 13 |
2 | 612e4402f0c312001395700f | 5f06a21a153b58ec1eb3ea2d | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 18.8 | 96 | 17 |
3 | 612e4402f0c3120013957010 | 5f06a427153b58ec1eb3ea41 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 18.9 | 93 | 38 |
4 | 612e4402f0c3120013957011 | 5f06a5d8153b58ec1eb3ea55 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 19.4 | 100 | 13 |
5 | 612e4402f0c3120013957012 | 5f069fed153b58ec1eb3ea1b | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 18.2 | 98 | 9 |
6 | 612e4402f0c3120013957013 | 5f06a658153b58ec1eb3ea59 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 19.3 | 100 | 13 |
7 | 612e4402f0c3120013957014 | 5f06a446153b58ec1eb3ea43 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 18.4 | 91 | 13 |
8 | 612e4402f0c3120013957015 | 5f06a3e8153b58ec1eb3ea3d | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 18.8 | 96 | 17 |
9 | 612e4402f0c3120013957016 | 5f06a24e153b58ec1eb3ea2f | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 17.9 | 92 | 30 |
로그 아이디 | 건물 아이디 | 기록 시각 | 온도(℃) | 습도(%) | 초미세먼지 | |
---|---|---|---|---|---|---|
90 | 612e4402f0c3120013957068 | 60ee6fc6b563352c84991f7f | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 22.7 | 97 | 61 |
91 | 612e4402f0c3120013957069 | 5f06a627153b58ec1eb3ea57 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 19.4 | 100 | 17 |
92 | 612e4402f0c312001395706a | 600e4d9a871aeb705049561e | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 18.8 | 99 | 9 |
93 | 612e4402f0c312001395706b | 5ffeaa06b25c2071dcefa4b8 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 18.4 | 98 | 21 |
94 | 612e4402f0c312001395706c | 60ee7060b563352c84991f81 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 22.7 | 97 | 61 |
95 | 612e4402f0c312001395706d | 60ee72c8b563352c849921e2 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 22.7 | 97 | 61 |
96 | 612e4402f0c312001395706e | 60ee70edb563352c84991f82 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 22.7 | 97 | 53 |
97 | 612e4402f0c312001395706f | 6080f46544b0f006fe65ad19 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 19.3 | 100 | 13 |
98 | 612e4402f0c3120013957070 | 5ffea500b25c2071dcef6ea0 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 18.2 | 98 | 46 |
99 | 612e4402f0c3120013957071 | 5f06c71f153b58ec1eb3eb56 | Wed Sep 01 2021 00:00:15 GMT+0900 (Korean Standard Time) | 19.3 | 100 | 13 |