Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 40 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.2 KiB |
Average record size in memory | 82.3 B |
Variable types
Text | 1 |
---|---|
Numeric | 6 |
Categorical | 2 |
Dataset
Description | 광주광역시 북구 내 등록된 반려동물 현황 데이터로, 법정동별로 등록된 반려동물 등록 현황 정보를 제공합니다. 법정동, 등록형태(내장형, 외장형, 인식표), 등록동물수, 등록 품종수, 동물소유자수, 동물소유자당 동물등록수 등을 확인하실 수 있습니다. |
---|---|
URL | https://www.data.go.kr/data/15114273/fileData.do |
데이터기준일자 has constant value "" | Constant |
등록형태(내장형 RFID) is highly overall correlated with 등록형태(외장형RFID) and 4 other fields | High correlation |
등록형태(외장형RFID) is highly overall correlated with 등록형태(내장형 RFID) and 4 other fields | High correlation |
등록형태(인식표) is highly overall correlated with 등록형태(내장형 RFID) and 4 other fields | High correlation |
등록동물수 is highly overall correlated with 등록형태(내장형 RFID) and 4 other fields | High correlation |
동물소유자수 is highly overall correlated with 등록형태(내장형 RFID) and 4 other fields | High correlation |
등록 품종수 is highly overall correlated with 등록형태(내장형 RFID) and 4 other fields | High correlation |
동명 has unique values | Unique |
등록형태(인식표) has 7 (17.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 00:25:50.730248 |
---|---|
Analysis finished | 2023-12-12 00:25:54.481360 |
Duration | 3.75 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
동명
Text
UNIQUE
 
Distinct | 40 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 452.0 B |
Value | Count | Frequency (%) |
각화동 | 1 | 2.5% |
금곡동 | 1 | 2.5% |
일곡동 | 1 | 2.5% |
용봉동 | 1 | 2.5% |
용전동 | 1 | 2.5% |
우산동 | 1 | 2.5% |
운암동 | 1 | 2.5% |
운정동 | 1 | 2.5% |
월출동 | 1 | 2.5% |
유동 | 1 | 2.5% |
Other values (30) | 30 |
Most occurring characters
Value | Count | Frequency (%) |
동 | 41 | |
용 | 6 | 5.1% |
곡 | 4 | 3.4% |
암 | 3 | 2.6% |
각 | 2 | 1.7% |
운 | 2 | 1.7% |
산 | 2 | 1.7% |
화 | 2 | 1.7% |
신 | 2 | 1.7% |
오 | 2 | 1.7% |
Other values (43) | 51 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 117 |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 41 | |
용 | 6 | 5.1% |
곡 | 4 | 3.4% |
암 | 3 | 2.6% |
각 | 2 | 1.7% |
운 | 2 | 1.7% |
산 | 2 | 1.7% |
화 | 2 | 1.7% |
신 | 2 | 1.7% |
오 | 2 | 1.7% |
Other values (43) | 51 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 117 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 41 | |
용 | 6 | 5.1% |
곡 | 4 | 3.4% |
암 | 3 | 2.6% |
각 | 2 | 1.7% |
운 | 2 | 1.7% |
산 | 2 | 1.7% |
화 | 2 | 1.7% |
신 | 2 | 1.7% |
오 | 2 | 1.7% |
Other values (43) | 51 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 117 |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
동 | 41 | |
용 | 6 | 5.1% |
곡 | 4 | 3.4% |
암 | 3 | 2.6% |
각 | 2 | 1.7% |
운 | 2 | 1.7% |
산 | 2 | 1.7% |
화 | 2 | 1.7% |
신 | 2 | 1.7% |
오 | 2 | 1.7% |
Other values (43) | 51 |
등록형태(내장형 RFID)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 31 |
---|---|
Distinct (%) | 77.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 244.175 |
Minimum | 1 |
---|---|
Maximum | 1270 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 492.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 10 |
median | 91.5 |
Q3 | 368.75 |
95-th percentile | 875.2 |
Maximum | 1270 |
Range | 1269 |
Interquartile range (IQR) | 358.75 |
Descriptive statistics
Standard deviation | 312.08759 |
---|---|
Coefficient of variation (CV) | 1.2781308 |
Kurtosis | 1.8387907 |
Mean | 244.175 |
Median Absolute Deviation (MAD) | 90 |
Skewness | 1.4649975 |
Sum | 9767 |
Variance | 97398.661 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 3 | 7.5% |
10 | 3 | 7.5% |
226 | 2 | 5.0% |
12 | 2 | 5.0% |
15 | 2 | 5.0% |
2 | 2 | 5.0% |
7 | 2 | 5.0% |
49 | 1 | 2.5% |
875 | 1 | 2.5% |
1270 | 1 | 2.5% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
1 | 1 | 2.5% |
2 | 2 | |
5 | 3 | |
7 | 2 | |
8 | 1 | 2.5% |
10 | 3 | |
11 | 1 | 2.5% |
12 | 2 | |
15 | 2 | |
18 | 1 | 2.5% |
Value | Count | Frequency (%) |
1270 | 1 | |
879 | 1 | |
875 | 1 | |
727 | 1 | |
635 | 1 | |
605 | 1 | |
603 | 1 | |
536 | 1 | |
527 | 1 | |
371 | 1 |
등록형태(외장형RFID)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 33 |
---|---|
Distinct (%) | 82.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 256 |
Minimum | 1 |
---|---|
Maximum | 980 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 492.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3 |
Q1 | 10.5 |
median | 95.5 |
Q3 | 392.5 |
95-th percentile | 909 |
Maximum | 980 |
Range | 979 |
Interquartile range (IQR) | 382 |
Descriptive statistics
Standard deviation | 310.06219 |
---|---|
Coefficient of variation (CV) | 1.2111804 |
Kurtosis | -0.051287723 |
Mean | 256 |
Median Absolute Deviation (MAD) | 92.5 |
Skewness | 1.0947969 |
Sum | 10240 |
Variance | 96138.564 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8 | 4 | 10.0% |
3 | 3 | 7.5% |
909 | 2 | 5.0% |
11 | 2 | 5.0% |
292 | 1 | 2.5% |
695 | 1 | 2.5% |
288 | 1 | 2.5% |
980 | 1 | 2.5% |
18 | 1 | 2.5% |
48 | 1 | 2.5% |
Other values (23) | 23 |
Value | Count | Frequency (%) |
1 | 1 | 2.5% |
3 | 3 | |
4 | 1 | 2.5% |
8 | 4 | |
9 | 1 | 2.5% |
11 | 2 | |
13 | 1 | 2.5% |
18 | 1 | 2.5% |
19 | 1 | 2.5% |
28 | 1 | 2.5% |
Value | Count | Frequency (%) |
980 | 1 | |
909 | 2 | |
886 | 1 | |
705 | 1 | |
695 | 1 | |
679 | 1 | |
575 | 1 | |
474 | 1 | |
424 | 1 | |
382 | 1 |
등록형태(인식표)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 27 |
---|---|
Distinct (%) | 67.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 47.975 |
Minimum | 0 |
---|---|
Maximum | 240 |
Zeros | 7 |
Zeros (%) | 17.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 492.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.75 |
median | 18 |
Q3 | 76.25 |
95-th percentile | 164.2 |
Maximum | 240 |
Range | 240 |
Interquartile range (IQR) | 74.5 |
Descriptive statistics
Standard deviation | 61.655157 |
---|---|
Coefficient of variation (CV) | 1.2851518 |
Kurtosis | 1.790687 |
Mean | 47.975 |
Median Absolute Deviation (MAD) | 18 |
Skewness | 1.4784854 |
Sum | 1919 |
Variance | 3801.3583 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 7 | |
2 | 3 | 7.5% |
1 | 3 | 7.5% |
83 | 2 | 5.0% |
3 | 2 | 5.0% |
69 | 2 | 5.0% |
162 | 1 | 2.5% |
26 | 1 | 2.5% |
5 | 1 | 2.5% |
6 | 1 | 2.5% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
0 | 7 | |
1 | 3 | |
2 | 3 | |
3 | 2 | 5.0% |
4 | 1 | 2.5% |
5 | 1 | 2.5% |
6 | 1 | 2.5% |
7 | 1 | 2.5% |
14 | 1 | 2.5% |
22 | 1 | 2.5% |
Value | Count | Frequency (%) |
240 | 1 | |
206 | 1 | |
162 | 1 | |
148 | 1 | |
139 | 1 | |
106 | 1 | |
97 | 1 | |
87 | 1 | |
83 | 2 | |
74 | 1 |
등록동물수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 28 |
---|---|
Distinct (%) | 70.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30.625 |
Minimum | 2 |
---|---|
Maximum | 71 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 492.0 B |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 4.95 |
Q1 | 12 |
median | 27.5 |
Q3 | 47.25 |
95-th percentile | 69.1 |
Maximum | 71 |
Range | 69 |
Interquartile range (IQR) | 35.25 |
Descriptive statistics
Standard deviation | 21.707481 |
---|---|
Coefficient of variation (CV) | 0.70881572 |
Kurtosis | -1.2026661 |
Mean | 30.625 |
Median Absolute Deviation (MAD) | 18.5 |
Skewness | 0.35774866 |
Sum | 1225 |
Variance | 471.21474 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13 | 3 | 7.5% |
8 | 3 | 7.5% |
15 | 2 | 5.0% |
45 | 2 | 5.0% |
48 | 2 | 5.0% |
12 | 2 | 5.0% |
44 | 2 | 5.0% |
5 | 2 | 5.0% |
21 | 2 | 5.0% |
71 | 2 | 5.0% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
2 | 1 | 2.5% |
4 | 1 | 2.5% |
5 | 2 | |
6 | 1 | 2.5% |
7 | 1 | 2.5% |
8 | 3 | |
12 | 2 | |
13 | 3 | |
14 | 1 | 2.5% |
15 | 2 |
Value | Count | Frequency (%) |
71 | 2 | |
69 | 1 | |
66 | 1 | |
58 | 1 | |
57 | 1 | |
53 | 1 | |
50 | 1 | |
48 | 2 | |
47 | 1 | |
45 | 2 |
등록 품종수
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 5.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 452.0 B |
1 | |
---|---|
2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
1 | 21 | |
2 | 19 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 21 | |
2 | 19 |
동물소유자수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 35 |
---|---|
Distinct (%) | 87.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 414.6 |
Minimum | 4 |
---|---|
Maximum | 1864 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 492.0 B |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 5.95 |
Q1 | 15 |
median | 142 |
Q3 | 616.75 |
95-th percentile | 1495.45 |
Maximum | 1864 |
Range | 1860 |
Interquartile range (IQR) | 601.75 |
Descriptive statistics
Standard deviation | 518.9848 |
---|---|
Coefficient of variation (CV) | 1.2517723 |
Kurtosis | 0.60186518 |
Mean | 414.6 |
Median Absolute Deviation (MAD) | 137.5 |
Skewness | 1.2432351 |
Sum | 16584 |
Variance | 269345.22 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
16 | 2 | 5.0% |
7 | 2 | 5.0% |
892 | 2 | 5.0% |
6 | 2 | 5.0% |
10 | 2 | 5.0% |
30 | 1 | 2.5% |
405 | 1 | 2.5% |
1864 | 1 | 2.5% |
81 | 1 | 2.5% |
1101 | 1 | 2.5% |
Other values (25) | 25 |
Value | Count | Frequency (%) |
4 | 1 | |
5 | 1 | |
6 | 2 | |
7 | 2 | |
10 | 2 | |
11 | 1 | |
12 | 1 | |
16 | 2 | |
17 | 1 | |
21 | 1 |
Value | Count | Frequency (%) |
1864 | 1 | |
1504 | 1 | |
1495 | 1 | |
1413 | 1 | |
1101 | 1 | |
1078 | 1 | |
1025 | 1 | |
892 | 2 | |
667 | 1 | |
600 | 1 |
동물소유자당 동물등록수
Real number (ℝ)
Distinct | 23 |
---|---|
Distinct (%) | 57.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.46075 |
Minimum | 1 |
---|---|
Maximum | 3.18 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 492.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1.17 |
Q1 | 1.2875 |
median | 1.33 |
Q3 | 1.3925 |
95-th percentile | 2.72 |
Maximum | 3.18 |
Range | 2.18 |
Interquartile range (IQR) | 0.105 |
Descriptive statistics
Standard deviation | 0.44573988 |
---|---|
Coefficient of variation (CV) | 0.30514453 |
Kurtosis | 8.6251354 |
Mean | 1.46075 |
Median Absolute Deviation (MAD) | 0.05 |
Skewness | 2.9989153 |
Sum | 58.43 |
Variance | 0.19868404 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.37 | 4 | 10.0% |
1.33 | 4 | 10.0% |
1.28 | 4 | 10.0% |
1.3 | 3 | 7.5% |
1.29 | 2 | 5.0% |
1.25 | 2 | 5.0% |
1.17 | 2 | 5.0% |
1.34 | 2 | 5.0% |
1.31 | 2 | 5.0% |
1.57 | 2 | 5.0% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
1.0 | 1 | 2.5% |
1.17 | 2 | |
1.2 | 1 | 2.5% |
1.25 | 2 | |
1.28 | 4 | |
1.29 | 2 | |
1.3 | 3 | |
1.31 | 2 | |
1.32 | 1 | 2.5% |
1.33 | 4 |
Value | Count | Frequency (%) |
3.18 | 1 | |
2.91 | 1 | |
2.71 | 1 | |
1.7 | 1 | |
1.63 | 1 | |
1.57 | 2 | |
1.5 | 1 | |
1.44 | 1 | |
1.43 | 1 | |
1.38 | 1 |
데이터기준일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 452.0 B |
2023-05-31 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-05-31 |
---|---|
2nd row | 2023-05-31 |
3rd row | 2023-05-31 |
4th row | 2023-05-31 |
5th row | 2023-05-31 |
Common Values
Value | Count | Frequency (%) |
2023-05-31 | 40 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-05-31 | 40 |
동명 | 등록형태(내장형 RFID) | 등록형태(외장형RFID) | 등록형태(인식표) | 등록동물수 | 등록 품종수 | 동물소유자수 | 동물소유자당 동물등록수 | |
---|---|---|---|---|---|---|---|---|
동명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
등록형태(내장형 RFID) | 1.000 | 1.000 | 0.883 | 0.885 | 0.887 | 0.553 | 0.976 | 0.000 |
등록형태(외장형RFID) | 1.000 | 0.883 | 1.000 | 0.938 | 0.810 | 0.625 | 0.973 | 0.000 |
등록형태(인식표) | 1.000 | 0.885 | 0.938 | 1.000 | 0.826 | 0.631 | 0.967 | 0.000 |
등록동물수 | 1.000 | 0.887 | 0.810 | 0.826 | 1.000 | 0.759 | 0.888 | 0.000 |
등록 품종수 | 1.000 | 0.553 | 0.625 | 0.631 | 0.759 | 1.000 | 0.579 | 0.032 |
동물소유자수 | 1.000 | 0.976 | 0.973 | 0.967 | 0.888 | 0.579 | 1.000 | 0.000 |
동물소유자당 동물등록수 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.000 | 1.000 |
등록형태(내장형 RFID) | 등록형태(외장형RFID) | 등록형태(인식표) | 등록동물수 | 동물소유자수 | 동물소유자당 동물등록수 | 등록 품종수 | |
---|---|---|---|---|---|---|---|
등록형태(내장형 RFID) | 1.000 | 0.952 | 0.934 | 0.963 | 0.972 | -0.077 | 0.552 |
등록형태(외장형RFID) | 0.952 | 1.000 | 0.940 | 0.966 | 0.984 | -0.025 | 0.567 |
등록형태(인식표) | 0.934 | 0.940 | 1.000 | 0.937 | 0.942 | -0.097 | 0.573 |
등록동물수 | 0.963 | 0.966 | 0.937 | 1.000 | 0.973 | -0.038 | 0.527 |
동물소유자수 | 0.972 | 0.984 | 0.942 | 0.973 | 1.000 | -0.111 | 0.523 |
동물소유자당 동물등록수 | -0.077 | -0.025 | -0.097 | -0.038 | -0.111 | 1.000 | 0.000 |
등록 품종수 | 0.552 | 0.567 | 0.573 | 0.527 | 0.523 | 0.000 | 1.000 |
동명 | 등록형태(내장형 RFID) | 등록형태(외장형RFID) | 등록형태(인식표) | 등록동물수 | 등록 품종수 | 동물소유자수 | 동물소유자당 동물등록수 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|
0 | 각화동 | 253 | 292 | 83 | 41 | 2 | 480 | 1.31 | 2023-05-31 |
1 | 금곡동 | 5 | 9 | 0 | 8 | 1 | 12 | 1.17 | 2023-05-31 |
2 | 누문동 | 12 | 13 | 3 | 14 | 1 | 21 | 1.33 | 2023-05-31 |
3 | 대촌동 | 11 | 8 | 0 | 7 | 1 | 7 | 2.71 | 2023-05-31 |
4 | 동림동 | 605 | 474 | 65 | 53 | 2 | 892 | 1.28 | 2023-05-31 |
5 | 두암동 | 879 | 909 | 206 | 71 | 1 | 1504 | 1.33 | 2023-05-31 |
6 | 망월동 | 15 | 73 | 0 | 21 | 1 | 56 | 1.57 | 2023-05-31 |
7 | 매곡동 | 272 | 318 | 74 | 45 | 2 | 518 | 1.28 | 2023-05-31 |
8 | 문흥동 | 727 | 886 | 240 | 58 | 2 | 1413 | 1.31 | 2023-05-31 |
9 | 본촌동 | 206 | 187 | 46 | 35 | 2 | 331 | 1.33 | 2023-05-31 |
동명 | 등록형태(내장형 RFID) | 등록형태(외장형RFID) | 등록형태(인식표) | 등록동물수 | 등록 품종수 | 동물소유자수 | 동물소유자당 동물등록수 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|
30 | 임동 | 215 | 194 | 22 | 42 | 2 | 333 | 1.29 | 2023-05-31 |
31 | 장등동 | 10 | 33 | 4 | 15 | 1 | 30 | 1.57 | 2023-05-31 |
32 | 중흥동 | 368 | 424 | 87 | 47 | 2 | 667 | 1.32 | 2023-05-31 |
33 | 지야동 | 15 | 11 | 6 | 15 | 1 | 11 | 2.91 | 2023-05-31 |
34 | 청풍동 | 10 | 19 | 3 | 13 | 1 | 25 | 1.28 | 2023-05-31 |
35 | 충효동 | 12 | 37 | 5 | 13 | 1 | 17 | 3.18 | 2023-05-31 |
36 | 태령동 | 8 | 8 | 1 | 5 | 1 | 10 | 1.7 | 2023-05-31 |
37 | 풍향동 | 134 | 118 | 26 | 31 | 1 | 203 | 1.37 | 2023-05-31 |
38 | 화암동 | 1 | 4 | 0 | 4 | 1 | 4 | 1.25 | 2023-05-31 |
39 | 효령동 | 2 | 3 | 1 | 2 | 2 | 5 | 1.2 | 2023-05-31 |