Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 90 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 6.9 KiB |
Average record size in memory | 78.5 B |
Variable types
Numeric | 5 |
---|---|
DateTime | 1 |
Categorical | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 성균관대학교 산학협력단 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=98e41c80-2fd4-11ea-94b6-73a02796bba4 |
연월일 has constant value "" | Constant |
환경플랫폼 하위 도메인명 is highly overall correlated with 주간언급량연번 and 1 other fields | High correlation |
도메인 하위 카테고리명 is highly overall correlated with 주간언급량연번 and 1 other fields | High correlation |
주간언급량연번 is highly overall correlated with 환경플랫폼 하위 도메인명 and 1 other fields | High correlation |
긍정언급량 is highly overall correlated with 부정언급량 and 2 other fields | High correlation |
부정언급량 is highly overall correlated with 긍정언급량 and 2 other fields | High correlation |
중립언급량 is highly overall correlated with 긍정언급량 and 2 other fields | High correlation |
총언급량 is highly overall correlated with 긍정언급량 and 2 other fields | High correlation |
주간언급량연번 has unique values | Unique |
긍정언급량 has 3 (3.3%) zeros | Zeros |
부정언급량 has 5 (5.6%) zeros | Zeros |
중립언급량 has 3 (3.3%) zeros | Zeros |
총언급량 has 1 (1.1%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-17 04:41:42.254002 |
---|---|
Analysis finished | 2024-04-17 04:41:44.365721 |
Duration | 2.11 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
주간언급량연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 90 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 45.5 |
Minimum | 1 |
---|---|
Maximum | 90 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.45 |
Q1 | 23.25 |
median | 45.5 |
Q3 | 67.75 |
95-th percentile | 85.55 |
Maximum | 90 |
Range | 89 |
Interquartile range (IQR) | 44.5 |
Descriptive statistics
Standard deviation | 26.124701 |
---|---|
Coefficient of variation (CV) | 0.57416925 |
Kurtosis | -1.2 |
Mean | 45.5 |
Median Absolute Deviation (MAD) | 22.5 |
Skewness | 0 |
Sum | 4095 |
Variance | 682.5 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.1% |
69 | 1 | 1.1% |
67 | 1 | 1.1% |
66 | 1 | 1.1% |
65 | 1 | 1.1% |
64 | 1 | 1.1% |
63 | 1 | 1.1% |
62 | 1 | 1.1% |
61 | 1 | 1.1% |
60 | 1 | 1.1% |
Other values (80) | 80 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
90 | 1 | |
89 | 1 | |
88 | 1 | |
87 | 1 | |
86 | 1 | |
85 | 1 | |
84 | 1 | |
83 | 1 | |
82 | 1 | |
81 | 1 |
연월일
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 852.0 B |
Minimum | 2017-01-02 00:00:00 |
---|---|
Maximum | 2017-01-02 00:00:00 |
환경플랫폼 하위 도메인명
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 852.0 B |
물환경 | |
---|---|
자연환경 | |
생활환경 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.6 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 물환경 |
---|---|
2nd row | 물환경 |
3rd row | 물환경 |
4th row | 물환경 |
5th row | 물환경 |
Common Values
Value | Count | Frequency (%) |
물환경 | 36 | |
자연환경 | 36 | |
생활환경 | 18 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
물환경 | 36 | |
자연환경 | 36 | |
생활환경 | 18 |
도메인 하위 카테고리명
Categorical
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 852.0 B |
하천 | 6 |
---|---|
호소 | 6 |
지하수 | 6 |
상수도 | 6 |
하수도 | 6 |
Other values (10) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 2.8 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 하천 |
---|---|
2nd row | 하천 |
3rd row | 하천 |
4th row | 하천 |
5th row | 하천 |
Common Values
Value | Count | Frequency (%) |
하천 | 6 | 6.7% |
호소 | 6 | 6.7% |
지하수 | 6 | 6.7% |
상수도 | 6 | 6.7% |
하수도 | 6 | 6.7% |
물재난 | 6 | 6.7% |
대기 | 6 | 6.7% |
폐기물 | 6 | 6.7% |
화학물질 | 6 | 6.7% |
기상변화 | 6 | 6.7% |
Other values (5) | 30 |
Length
Value | Count | Frequency (%) |
하천 | 6 | 6.7% |
호소 | 6 | 6.7% |
지하수 | 6 | 6.7% |
상수도 | 6 | 6.7% |
하수도 | 6 | 6.7% |
물재난 | 6 | 6.7% |
대기 | 6 | 6.7% |
폐기물 | 6 | 6.7% |
화학물질 | 6 | 6.7% |
기상변화 | 6 | 6.7% |
Other values (5) | 30 |
SNS 채널명
Categorical
Distinct | 6 |
---|---|
Distinct (%) | 6.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 852.0 B |
All | |
---|---|
blog |
Length
Max length | 9 |
---|---|
Median length | 7.5 |
Mean length | 6.6666667 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | All |
---|---|
2nd row | |
3rd row | |
4th row | |
5th row | blog |
Common Values
Value | Count | Frequency (%) |
All | 15 | |
15 | ||
15 | ||
15 | ||
blog | 15 | |
community | 15 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
all | 15 | |
15 | ||
15 | ||
15 | ||
blog | 15 | |
community | 15 |
긍정언급량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 75 |
---|---|
Distinct (%) | 83.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 569.42222 |
Minimum | 0 |
---|---|
Maximum | 4916 |
Zeros | 3 |
Zeros (%) | 3.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 14 |
median | 124.5 |
Q3 | 578.25 |
95-th percentile | 2494.95 |
Maximum | 4916 |
Range | 4916 |
Interquartile range (IQR) | 564.25 |
Descriptive statistics
Standard deviation | 1016.4919 |
---|---|
Coefficient of variation (CV) | 1.7851286 |
Kurtosis | 7.3636124 |
Mean | 569.42222 |
Median Absolute Deviation (MAD) | 121.5 |
Skewness | 2.6593394 |
Sum | 51248 |
Variance | 1033255.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 4 | 4.4% |
6 | 3 | 3.3% |
14 | 3 | 3.3% |
0 | 3 | 3.3% |
1 | 3 | 3.3% |
4 | 2 | 2.2% |
25 | 2 | 2.2% |
12 | 2 | 2.2% |
35 | 2 | 2.2% |
4916 | 1 | 1.1% |
Other values (65) | 65 |
Value | Count | Frequency (%) |
0 | 3 | |
1 | 3 | |
2 | 1 | 1.1% |
3 | 4 | |
4 | 2 | |
6 | 3 | |
7 | 1 | 1.1% |
9 | 1 | 1.1% |
10 | 1 | 1.1% |
12 | 2 |
Value | Count | Frequency (%) |
4916 | 1 | |
4519 | 1 | |
4458 | 1 | |
3152 | 1 | |
2733 | 1 | |
2204 | 1 | |
2163 | 1 | |
2053 | 1 | |
1927 | 1 | |
1911 | 1 |
부정언급량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 69 |
---|---|
Distinct (%) | 76.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 236.06667 |
Minimum | 0 |
---|---|
Maximum | 2398 |
Zeros | 5 |
Zeros (%) | 5.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.45 |
Q1 | 7.25 |
median | 55.5 |
Q3 | 234.75 |
95-th percentile | 1188.1 |
Maximum | 2398 |
Range | 2398 |
Interquartile range (IQR) | 227.5 |
Descriptive statistics
Standard deviation | 450.87886 |
---|---|
Coefficient of variation (CV) | 1.9099641 |
Kurtosis | 10.906167 |
Mean | 236.06667 |
Median Absolute Deviation (MAD) | 53.5 |
Skewness | 3.1543414 |
Sum | 21246 |
Variance | 203291.75 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 5 | 5.6% |
0 | 5 | 5.6% |
2 | 4 | 4.4% |
3 | 2 | 2.2% |
37 | 2 | 2.2% |
13 | 2 | 2.2% |
90 | 2 | 2.2% |
17 | 2 | 2.2% |
52 | 2 | 2.2% |
6 | 2 | 2.2% |
Other values (59) | 62 |
Value | Count | Frequency (%) |
0 | 5 | |
1 | 5 | |
2 | 4 | |
3 | 2 | 2.2% |
4 | 1 | 1.1% |
5 | 2 | 2.2% |
6 | 2 | 2.2% |
7 | 2 | 2.2% |
8 | 1 | 1.1% |
9 | 1 | 1.1% |
Value | Count | Frequency (%) |
2398 | 1 | |
2314 | 1 | |
1670 | 1 | |
1307 | 1 | |
1189 | 1 | |
1187 | 1 | |
851 | 1 | |
835 | 1 | |
685 | 1 | |
634 | 1 |
중립언급량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 79 |
---|---|
Distinct (%) | 87.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1163.2444 |
Minimum | 0 |
---|---|
Maximum | 13760 |
Zeros | 3 |
Zeros (%) | 3.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 3 |
Q1 | 30.75 |
median | 123 |
Q3 | 794 |
95-th percentile | 7303.95 |
Maximum | 13760 |
Range | 13760 |
Interquartile range (IQR) | 763.25 |
Descriptive statistics
Standard deviation | 2669.7574 |
---|---|
Coefficient of variation (CV) | 2.2950957 |
Kurtosis | 10.086447 |
Mean | 1163.2444 |
Median Absolute Deviation (MAD) | 119.5 |
Skewness | 3.1915029 |
Sum | 104692 |
Variance | 7127604.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 3 | 3.3% |
0 | 3 | 3.3% |
44 | 2 | 2.2% |
8 | 2 | 2.2% |
69 | 2 | 2.2% |
13 | 2 | 2.2% |
10 | 2 | 2.2% |
39 | 2 | 2.2% |
3 | 2 | 2.2% |
536 | 1 | 1.1% |
Other values (69) | 69 |
Value | Count | Frequency (%) |
0 | 3 | |
1 | 1 | 1.1% |
3 | 2 | |
4 | 3 | |
6 | 1 | 1.1% |
7 | 1 | 1.1% |
8 | 2 | |
10 | 2 | |
12 | 1 | 1.1% |
13 | 2 |
Value | Count | Frequency (%) |
13760 | 1 | |
11802 | 1 | |
11266 | 1 | |
8647 | 1 | |
8343 | 1 | |
6034 | 1 | |
5598 | 1 | |
5534 | 1 | |
4288 | 1 | |
3897 | 1 |
총언급량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 87 |
---|---|
Distinct (%) | 96.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1968.7333 |
Minimum | 0 |
---|---|
Maximum | 20677 |
Zeros | 1 |
Zeros (%) | 1.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 5.9 |
Q1 | 56.5 |
median | 434 |
Q3 | 1750.5 |
95-th percentile | 10776.45 |
Maximum | 20677 |
Range | 20677 |
Interquartile range (IQR) | 1694 |
Descriptive statistics
Standard deviation | 3987.2994 |
---|---|
Coefficient of variation (CV) | 2.0253121 |
Kurtosis | 9.734399 |
Mean | 1968.7333 |
Median Absolute Deviation (MAD) | 416.5 |
Skewness | 3.0933187 |
Sum | 177186 |
Variance | 15898556 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20 | 2 | 2.2% |
41 | 2 | 2.2% |
17 | 2 | 2.2% |
18496 | 1 | 1.1% |
1891 | 1 | 1.1% |
640 | 1 | 1.1% |
3384 | 1 | 1.1% |
589 | 1 | 1.1% |
91 | 1 | 1.1% |
5171 | 1 | 1.1% |
Other values (77) | 77 |
Value | Count | Frequency (%) |
0 | 1 | |
1 | 1 | |
2 | 1 | |
4 | 1 | |
5 | 1 | |
7 | 1 | |
8 | 1 | |
11 | 1 | |
13 | 1 | |
14 | 1 |
Value | Count | Frequency (%) |
20677 | 1 | |
18496 | 1 | |
15042 | 1 | |
14775 | 1 | |
11514 | 1 | |
9875 | 1 | |
9166 | 1 | |
7630 | 1 | |
5171 | 1 | |
5135 | 1 |
주간언급량연번 | 환경플랫폼 하위 도메인명 | 도메인 하위 카테고리명 | SNS 채널명 | 긍정언급량 | 부정언급량 | 중립언급량 | 총언급량 | |
---|---|---|---|---|---|---|---|---|
주간언급량연번 | 1.000 | 1.000 | 0.987 | 0.000 | 0.281 | 0.034 | 0.198 | 0.000 |
환경플랫폼 하위 도메인명 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
도메인 하위 카테고리명 | 0.987 | 1.000 | 1.000 | 0.000 | 0.349 | 0.134 | 0.321 | 0.125 |
SNS 채널명 | 0.000 | 0.000 | 0.000 | 1.000 | 0.391 | 0.279 | 0.248 | 0.426 |
긍정언급량 | 0.281 | 0.000 | 0.349 | 0.391 | 1.000 | 0.956 | 0.864 | 0.851 |
부정언급량 | 0.034 | 0.000 | 0.134 | 0.279 | 0.956 | 1.000 | 0.924 | 0.909 |
중립언급량 | 0.198 | 0.000 | 0.321 | 0.248 | 0.864 | 0.924 | 1.000 | 0.926 |
총언급량 | 0.000 | 0.000 | 0.125 | 0.426 | 0.851 | 0.909 | 0.926 | 1.000 |
환경플랫폼 하위 도메인명 | 도메인 하위 카테고리명 | SNS 채널명 | |
---|---|---|---|
환경플랫폼 하위 도메인명 | 1.000 | 0.928 | 0.000 |
도메인 하위 카테고리명 | 0.928 | 1.000 | 0.000 |
SNS 채널명 | 0.000 | 0.000 | 1.000 |
주간언급량연번 | 긍정언급량 | 부정언급량 | 중립언급량 | 총언급량 | 환경플랫폼 하위 도메인명 | 도메인 하위 카테고리명 | SNS 채널명 | |
---|---|---|---|---|---|---|---|---|
주간언급량연번 | 1.000 | -0.124 | -0.086 | -0.162 | -0.129 | 0.959 | 0.855 | 0.000 |
긍정언급량 | -0.124 | 1.000 | 0.942 | 0.877 | 0.959 | 0.000 | 0.144 | 0.225 |
부정언급량 | -0.086 | 0.942 | 1.000 | 0.931 | 0.976 | 0.000 | 0.034 | 0.154 |
중립언급량 | -0.162 | 0.877 | 0.931 | 1.000 | 0.969 | 0.000 | 0.130 | 0.135 |
총언급량 | -0.129 | 0.959 | 0.976 | 0.969 | 1.000 | 0.000 | 0.022 | 0.221 |
환경플랫폼 하위 도메인명 | 0.959 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.928 | 0.000 |
도메인 하위 카테고리명 | 0.855 | 0.144 | 0.034 | 0.130 | 0.022 | 0.928 | 1.000 | 0.000 |
SNS 채널명 | 0.000 | 0.225 | 0.154 | 0.135 | 0.221 | 0.000 | 0.000 | 1.000 |
주간언급량연번 | 연월일 | 환경플랫폼 하위 도메인명 | 도메인 하위 카테고리명 | SNS 채널명 | 긍정언급량 | 부정언급량 | 중립언급량 | 총언급량 | |
---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2017-01-02 | 물환경 | 하천 | All | 4916 | 2314 | 11266 | 18496 |
1 | 2 | 2017-01-02 | 물환경 | 하천 | 1864 | 1307 | 8343 | 11514 | |
2 | 3 | 2017-01-02 | 물환경 | 하천 | 21 | 7 | 30 | 58 | |
3 | 4 | 2017-01-02 | 물환경 | 하천 | 908 | 135 | 1134 | 2177 | |
4 | 5 | 2017-01-02 | 물환경 | 하천 | blog | 1927 | 634 | 869 | 3430 |
5 | 6 | 2017-01-02 | 물환경 | 하천 | community | 196 | 231 | 890 | 1317 |
6 | 7 | 2017-01-02 | 물환경 | 호소 | All | 2733 | 835 | 5598 | 9166 |
7 | 8 | 2017-01-02 | 물환경 | 호소 | 800 | 438 | 3897 | 5135 | |
8 | 9 | 2017-01-02 | 물환경 | 호소 | 12 | 4 | 25 | 41 | |
9 | 10 | 2017-01-02 | 물환경 | 호소 | 748 | 78 | 863 | 1689 |
주간언급량연번 | 연월일 | 환경플랫폼 하위 도메인명 | 도메인 하위 카테고리명 | SNS 채널명 | 긍정언급량 | 부정언급량 | 중립언급량 | 총언급량 | |
---|---|---|---|---|---|---|---|---|---|
80 | 81 | 2017-01-02 | 자연환경 | 토양 | 1 | 1 | 0 | 2 | |
81 | 82 | 2017-01-02 | 자연환경 | 토양 | 10 | 2 | 8 | 20 | |
82 | 83 | 2017-01-02 | 자연환경 | 토양 | blog | 581 | 128 | 98 | 807 |
83 | 84 | 2017-01-02 | 자연환경 | 토양 | community | 2 | 5 | 10 | 17 |
84 | 85 | 2017-01-02 | 자연환경 | 생태계 | All | 146 | 58 | 80 | 284 |
85 | 86 | 2017-01-02 | 자연환경 | 생태계 | 1 | 6 | 44 | 51 | |
86 | 87 | 2017-01-02 | 자연환경 | 생태계 | 0 | 0 | 0 | 0 | |
87 | 88 | 2017-01-02 | 자연환경 | 생태계 | 3 | 2 | 3 | 8 | |
88 | 89 | 2017-01-02 | 자연환경 | 생태계 | blog | 139 | 45 | 27 | 211 |
89 | 90 | 2017-01-02 | 자연환경 | 생태계 | community | 3 | 5 | 6 | 14 |