Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 90 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 18 |
Duplicate rows (%) | 20.0% |
Total size in memory | 6.4 KiB |
Average record size in memory | 72.5 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 3 |
Dataset
Description | 경비업체 현황 |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=2626 |
기준년도 has constant value "" | Constant |
Dataset has 18 (20.0%) duplicate rows | Duplicates |
호송경비 is highly overall correlated with 시설경비 and 5 other fields | High correlation |
기관 is highly overall correlated with 시설경비 and 5 other fields | High correlation |
시설경비 is highly overall correlated with 신변보호 and 5 other fields | High correlation |
신변보호 is highly overall correlated with 시설경비 and 5 other fields | High correlation |
기계경비 is highly overall correlated with 시설경비 and 5 other fields | High correlation |
법인수 is highly overall correlated with 시설경비 and 5 other fields | High correlation |
특수경비 is highly overall correlated with 시설경비 and 5 other fields | High correlation |
기계경비 has 10 (11.1%) zeros | Zeros |
특수경비 has 15 (16.7%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-09 21:51:47.109644 |
---|---|
Analysis finished | 2024-01-09 21:51:49.133812 |
Duration | 2.02 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시설경비
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 18.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 240.05556 |
Minimum | 16 |
---|---|
Maximum | 1464 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 16 |
---|---|
5-th percentile | 17.8 |
Q1 | 99 |
median | 143.5 |
Q3 | 208 |
95-th percentile | 1110.3 |
Maximum | 1464 |
Range | 1448 |
Interquartile range (IQR) | 109 |
Descriptive statistics
Standard deviation | 330.38817 |
---|---|
Coefficient of variation (CV) | 1.3762988 |
Kurtosis | 8.43834 |
Mean | 240.05556 |
Median Absolute Deviation (MAD) | 52.5 |
Skewness | 2.9903069 |
Sum | 21605 |
Variance | 109156.35 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
135 | 10 | 11.1% |
1464 | 5 | 5.6% |
310 | 5 | 5.6% |
20 | 5 | 5.6% |
160 | 5 | 5.6% |
119 | 5 | 5.6% |
115 | 5 | 5.6% |
78 | 5 | 5.6% |
99 | 5 | 5.6% |
179 | 5 | 5.6% |
Other values (7) | 35 |
Value | Count | Frequency (%) |
16 | 5 | |
20 | 5 | |
78 | 5 | |
83 | 5 | |
99 | 5 | |
115 | 5 | |
119 | 5 | |
135 | 10 | |
152 | 5 | |
158 | 5 |
Value | Count | Frequency (%) |
1464 | 5 | |
678 | 5 | |
310 | 5 | |
212 | 5 | |
208 | 5 | |
179 | 5 | |
160 | 5 | |
158 | 5 | |
152 | 5 | |
135 | 10 |
신변보호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 33.722222 |
Minimum | 1 |
---|---|
Maximum | 265 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3.25 |
Q1 | 8 |
median | 13.5 |
Q3 | 30 |
95-th percentile | 185.35 |
Maximum | 265 |
Range | 264 |
Interquartile range (IQR) | 22 |
Descriptive statistics
Standard deviation | 59.685322 |
---|---|
Coefficient of variation (CV) | 1.7699107 |
Kurtosis | 10.509154 |
Mean | 33.722222 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 3.338401 |
Sum | 3035 |
Variance | 3562.3377 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9 | 15 | |
7 | 10 | 11.1% |
265 | 5 | 5.6% |
40 | 5 | 5.6% |
23 | 5 | 5.6% |
31 | 5 | 5.6% |
25 | 5 | 5.6% |
1 | 5 | 5.6% |
88 | 5 | 5.6% |
30 | 5 | 5.6% |
Other values (5) | 25 |
Value | Count | Frequency (%) |
1 | 5 | 5.6% |
6 | 5 | 5.6% |
7 | 10 | |
8 | 5 | 5.6% |
9 | 15 | |
12 | 5 | 5.6% |
15 | 5 | 5.6% |
22 | 5 | 5.6% |
23 | 5 | 5.6% |
25 | 5 | 5.6% |
Value | Count | Frequency (%) |
265 | 5 | |
88 | 5 | |
40 | 5 | |
31 | 5 | |
30 | 5 | |
25 | 5 | |
23 | 5 | |
22 | 5 | |
15 | 5 | |
12 | 5 |
기계경비
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 10 |
---|---|
Distinct (%) | 11.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.9444444 |
Minimum | 0 |
---|---|
Maximum | 46 |
Zeros | 10 |
Zeros (%) | 11.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 5 |
Q3 | 7 |
95-th percentile | 38.8 |
Maximum | 46 |
Range | 46 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 11.379423 |
---|---|
Coefficient of variation (CV) | 1.4323749 |
Kurtosis | 5.3222853 |
Mean | 7.9444444 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 2.4730945 |
Sum | 715 |
Variance | 129.49126 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 15 | |
1 | 15 | |
6 | 15 | |
7 | 10 | |
0 | 10 | |
46 | 5 | 5.6% |
10 | 5 | 5.6% |
8 | 5 | 5.6% |
2 | 5 | 5.6% |
30 | 5 | 5.6% |
Value | Count | Frequency (%) |
0 | 10 | |
1 | 15 | |
2 | 5 | 5.6% |
4 | 15 | |
6 | 15 | |
7 | 10 | |
8 | 5 | 5.6% |
10 | 5 | 5.6% |
30 | 5 | 5.6% |
46 | 5 | 5.6% |
Value | Count | Frequency (%) |
46 | 5 | 5.6% |
30 | 5 | 5.6% |
10 | 5 | 5.6% |
8 | 5 | 5.6% |
7 | 10 | |
6 | 15 | |
4 | 15 | |
2 | 5 | 5.6% |
1 | 15 | |
0 | 10 |
법인수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 20.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 244.83333 |
Minimum | 16 |
---|---|
Maximum | 1501 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 16 |
---|---|
5-th percentile | 17.8 |
Q1 | 100 |
median | 145.5 |
Q3 | 214 |
95-th percentile | 1137.4 |
Maximum | 1501 |
Range | 1485 |
Interquartile range (IQR) | 114 |
Descriptive statistics
Standard deviation | 338.91205 |
---|---|
Coefficient of variation (CV) | 1.3842562 |
Kurtosis | 8.4595665 |
Mean | 244.83333 |
Median Absolute Deviation (MAD) | 54 |
Skewness | 2.9939328 |
Sum | 22035 |
Variance | 114861.38 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1501 | 5 | 5.6% |
100 | 5 | 5.6% |
20 | 5 | 5.6% |
163 | 5 | 5.6% |
136 | 5 | 5.6% |
120 | 5 | 5.6% |
137 | 5 | 5.6% |
115 | 5 | 5.6% |
79 | 5 | 5.6% |
184 | 5 | 5.6% |
Other values (8) | 40 |
Value | Count | Frequency (%) |
16 | 5 | |
20 | 5 | |
79 | 5 | |
83 | 5 | |
100 | 5 | |
115 | 5 | |
120 | 5 | |
136 | 5 | |
137 | 5 | |
154 | 5 |
Value | Count | Frequency (%) |
1501 | 5 | |
693 | 5 | |
313 | 5 | |
220 | 5 | |
214 | 5 | |
184 | 5 | |
163 | 5 | |
159 | 5 | |
154 | 5 | |
137 | 5 |
호송경비
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 4.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 852.0 B |
0 | |
---|---|
1 | |
22 | 5 |
2 | 5 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.0555556 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 22 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 0 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
0 | 55 | |
1 | 25 | |
22 | 5 | 5.6% |
2 | 5 | 5.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 55 | |
1 | 25 | |
22 | 5 | 5.6% |
2 | 5 | 5.6% |
특수경비
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 10 |
---|---|
Distinct (%) | 11.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.1111111 |
Minimum | 0 |
---|---|
Maximum | 47 |
Zeros | 15 |
Zeros (%) | 16.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 5 |
Q3 | 8 |
95-th percentile | 32.15 |
Maximum | 47 |
Range | 47 |
Interquartile range (IQR) | 7 |
Descriptive statistics
Standard deviation | 10.519585 |
---|---|
Coefficient of variation (CV) | 1.4793167 |
Kurtosis | 9.3919632 |
Mean | 7.1111111 |
Median Absolute Deviation (MAD) | 3.5 |
Skewness | 3.0605635 |
Sum | 640 |
Variance | 110.66167 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 20 | |
0 | 15 | |
8 | 10 | |
2 | 10 | |
1 | 10 | |
47 | 5 | 5.6% |
11 | 5 | 5.6% |
14 | 5 | 5.6% |
4 | 5 | 5.6% |
10 | 5 | 5.6% |
Value | Count | Frequency (%) |
0 | 15 | |
1 | 10 | |
2 | 10 | |
4 | 5 | 5.6% |
5 | 20 | |
8 | 10 | |
10 | 5 | 5.6% |
11 | 5 | 5.6% |
14 | 5 | 5.6% |
47 | 5 | 5.6% |
Value | Count | Frequency (%) |
47 | 5 | 5.6% |
14 | 5 | 5.6% |
11 | 5 | 5.6% |
10 | 5 | 5.6% |
8 | 10 | |
5 | 20 | |
4 | 5 | 5.6% |
2 | 10 | |
1 | 10 | |
0 | 15 |
기관
Categorical
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 20.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 852.0 B |
서울청 | 5 |
---|---|
부산청 | 5 |
대구청 | 5 |
인천청 | 5 |
광주청 | 5 |
Other values (13) |
Length
Max length | 5 |
---|---|
Median length | 3 |
Mean length | 3.2222222 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서울청 |
---|---|
2nd row | 부산청 |
3rd row | 대구청 |
4th row | 인천청 |
5th row | 광주청 |
Common Values
Value | Count | Frequency (%) |
서울청 | 5 | 5.6% |
부산청 | 5 | 5.6% |
대구청 | 5 | 5.6% |
인천청 | 5 | 5.6% |
광주청 | 5 | 5.6% |
대전청 | 5 | 5.6% |
울산청 | 5 | 5.6% |
세종청 | 5 | 5.6% |
경기남부청 | 5 | 5.6% |
경기북부청 | 5 | 5.6% |
Other values (8) | 40 |
Length
Value | Count | Frequency (%) |
서울청 | 5 | 5.6% |
부산청 | 5 | 5.6% |
경남청 | 5 | 5.6% |
경북청 | 5 | 5.6% |
전남청 | 5 | 5.6% |
전북청 | 5 | 5.6% |
충남청 | 5 | 5.6% |
충북청 | 5 | 5.6% |
강원청 | 5 | 5.6% |
경기북부청 | 5 | 5.6% |
Other values (8) | 40 |
기준년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 852.0 B |
2022 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022 |
---|---|
2nd row | 2022 |
3rd row | 2022 |
4th row | 2022 |
5th row | 2022 |
Common Values
Value | Count | Frequency (%) |
2022 | 90 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2022 | 90 |
시설경비 | 신변보호 | 기계경비 | 법인수 | 호송경비 | 특수경비 | 기관 | |
---|---|---|---|---|---|---|---|
시설경비 | 1.000 | 0.933 | 0.970 | 1.000 | 0.776 | 0.783 | 1.000 |
신변보호 | 0.933 | 1.000 | 0.838 | 0.998 | 0.945 | 0.934 | 1.000 |
기계경비 | 0.970 | 0.838 | 1.000 | 0.865 | 0.725 | 0.747 | 1.000 |
법인수 | 1.000 | 0.998 | 0.865 | 1.000 | 0.948 | 0.936 | 1.000 |
호송경비 | 0.776 | 0.945 | 0.725 | 0.948 | 1.000 | 0.917 | 1.000 |
특수경비 | 0.783 | 0.934 | 0.747 | 0.936 | 0.917 | 1.000 | 1.000 |
기관 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
호송경비 | 기관 | |
---|---|---|
호송경비 | 1.000 | 0.915 |
기관 | 0.915 | 1.000 |
시설경비 | 신변보호 | 기계경비 | 법인수 | 특수경비 | 호송경비 | 기관 | |
---|---|---|---|---|---|---|---|
시설경비 | 1.000 | 0.865 | 0.780 | 0.999 | 0.726 | 0.724 | 0.920 |
신변보호 | 0.865 | 1.000 | 0.726 | 0.865 | 0.711 | 0.687 | 0.915 |
기계경비 | 0.780 | 0.726 | 1.000 | 0.787 | 0.564 | 0.662 | 0.920 |
법인수 | 0.999 | 0.865 | 0.787 | 1.000 | 0.727 | 0.694 | 0.915 |
특수경비 | 0.726 | 0.711 | 0.564 | 0.727 | 1.000 | 0.621 | 0.915 |
호송경비 | 0.724 | 0.687 | 0.662 | 0.694 | 0.621 | 1.000 | 0.915 |
기관 | 0.920 | 0.915 | 0.920 | 0.915 | 0.915 | 0.915 | 1.000 |
시설경비 | 신변보호 | 기계경비 | 법인수 | 호송경비 | 특수경비 | 기관 | 기준년도 | |
---|---|---|---|---|---|---|---|---|
0 | 1464 | 265 | 46 | 1501 | 22 | 47 | 서울청 | 2022 |
1 | 310 | 40 | 4 | 313 | 1 | 11 | 부산청 | 2022 |
2 | 212 | 23 | 10 | 220 | 1 | 5 | 대구청 | 2022 |
3 | 208 | 31 | 8 | 214 | 0 | 8 | 인천청 | 2022 |
4 | 152 | 25 | 7 | 154 | 1 | 0 | 광주청 | 2022 |
5 | 158 | 9 | 7 | 159 | 0 | 5 | 대전청 | 2022 |
6 | 83 | 9 | 2 | 83 | 0 | 5 | 울산청 | 2022 |
7 | 16 | 1 | 0 | 16 | 0 | 0 | 세종청 | 2022 |
8 | 678 | 88 | 30 | 693 | 1 | 14 | 경기남부청 | 2022 |
9 | 179 | 30 | 4 | 184 | 2 | 2 | 경기북부청 | 2022 |
시설경비 | 신변보호 | 기계경비 | 법인수 | 호송경비 | 특수경비 | 기관 | 기준년도 | |
---|---|---|---|---|---|---|---|---|
80 | 678 | 88 | 30 | 693 | 1 | 14 | 경기남부청 | 2022 |
81 | 179 | 30 | 4 | 184 | 2 | 2 | 경기북부청 | 2022 |
82 | 99 | 8 | 1 | 100 | 0 | 1 | 강원청 | 2022 |
83 | 78 | 9 | 6 | 79 | 0 | 1 | 충북청 | 2022 |
84 | 115 | 12 | 1 | 115 | 0 | 5 | 충남청 | 2022 |
85 | 135 | 7 | 6 | 137 | 1 | 4 | 전북청 | 2022 |
86 | 119 | 15 | 4 | 120 | 0 | 10 | 전남청 | 2022 |
87 | 135 | 7 | 1 | 136 | 0 | 2 | 경북청 | 2022 |
88 | 160 | 22 | 6 | 163 | 0 | 8 | 경남청 | 2022 |
89 | 20 | 6 | 0 | 20 | 0 | 0 | 제주청 | 2022 |
Most frequently occurring
시설경비 | 신변보호 | 기계경비 | 법인수 | 호송경비 | 특수경비 | 기관 | 기준년도 | # duplicates | |
---|---|---|---|---|---|---|---|---|---|
0 | 16 | 1 | 0 | 16 | 0 | 0 | 세종청 | 2022 | 5 |
1 | 20 | 6 | 0 | 20 | 0 | 0 | 제주청 | 2022 | 5 |
2 | 78 | 9 | 6 | 79 | 0 | 1 | 충북청 | 2022 | 5 |
3 | 83 | 9 | 2 | 83 | 0 | 5 | 울산청 | 2022 | 5 |
4 | 99 | 8 | 1 | 100 | 0 | 1 | 강원청 | 2022 | 5 |
5 | 115 | 12 | 1 | 115 | 0 | 5 | 충남청 | 2022 | 5 |
6 | 119 | 15 | 4 | 120 | 0 | 10 | 전남청 | 2022 | 5 |
7 | 135 | 7 | 1 | 136 | 0 | 2 | 경북청 | 2022 | 5 |
8 | 135 | 7 | 6 | 137 | 1 | 4 | 전북청 | 2022 | 5 |
9 | 152 | 25 | 7 | 154 | 1 | 0 | 광주청 | 2022 | 5 |