gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	53
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.0 KiB
Average record size in memory	116.5 B

Variable types

Categorical	3
Text	1
Numeric	9

Dataset

Description	경기도 고양시 반려동물 등록 현황 데이터는 읍면동명, 등록 동물수, (등록주체)시군구등록, (등록주체)대행업체등록, (등록주체)기타, (RFID종류)내장형, (RFID종류)외장형, (RFID종류)인식표, 등록품종수, 등록소유자수, 동물소유자당등록동물수 등의 항목을 제공합니다.
URL	https://www.data.go.kr/data/15084285/fileData.do

Alerts

`시군명` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`등록동물수` is highly overall correlated with `(등록주체)시군구등록` and 7 other fields	High correlation
`(등록주체)시군구등록` is highly overall correlated with `등록동물수` and 7 other fields	High correlation
`(등록주체)대행업체등록` is highly overall correlated with `등록동물수` and 7 other fields	High correlation
`(RFID종류)내장형` is highly overall correlated with `등록동물수` and 7 other fields	High correlation
`(RFID종류)외장형` is highly overall correlated with `등록동물수` and 7 other fields	High correlation
`(RFID종류)인식표` is highly overall correlated with `등록동물수` and 7 other fields	High correlation
`등록품종수` is highly overall correlated with `등록동물수` and 7 other fields	High correlation
`등록소유자수` is highly overall correlated with `등록동물수` and 8 other fields	High correlation
`동물소유자당등록동물수` is highly overall correlated with `등록동물수` and 7 other fields	High correlation
`(등록주체)기타` is highly overall correlated with `등록소유자수`	High correlation
`읍면동명` has unique values	Unique
`(등록주체)시군구등록` has 7 (13.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 15:54:27.907611
Analysis finished	2023-12-12 15:54:38.467872
Duration	10.56 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군명
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	556.0 B

고양시	53

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	고양시
2nd row	고양시
3rd row	고양시
4th row	고양시
5th row	고양시

Common Values

Value	Count	Frequency (%)
고양시	53	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
고양시	53	100.0%

읍면동명
Text

UNIQUE

Distinct	53
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	556.0 B

Length

Max length	4
Median length	3
Mean length	3.0566038
Min length	2

Characters and Unicode

Total characters	162
Distinct characters	71
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	53 ?
Unique (%)	100.0%

Sample

1st row	강매동
2nd row	고양동
3rd row	관산동
4th row	내곡동
5th row	내유동

Value	Count	Frequency (%)
강매동	1	1.9%
화전동	1	1.9%
효자동	1	1.9%
행주내동	1	1.9%
행주외동	1	1.9%
풍동	1	1.9%
마두동	1	1.9%
문봉동	1	1.9%
백석동	1	1.9%
산황동	1	1.9%
Other values (43)	43	81.1%

Most occurring characters

Value	Count	Frequency (%)
동	55	34.0%
산	7	4.3%
내	4	2.5%
주	4	2.5%
행	3	1.9%
화	3	1.9%
현	3	1.9%
원	3	1.9%
신	3	1.9%
대	3	1.9%
Other values (61)	74	45.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	162	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	55	34.0%
산	7	4.3%
내	4	2.5%
주	4	2.5%
행	3	1.9%
화	3	1.9%
현	3	1.9%
원	3	1.9%
신	3	1.9%
대	3	1.9%
Other values (61)	74	45.7%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	162	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	55	34.0%
산	7	4.3%
내	4	2.5%
주	4	2.5%
행	3	1.9%
화	3	1.9%
현	3	1.9%
원	3	1.9%
신	3	1.9%
대	3	1.9%
Other values (61)	74	45.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	162	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	55	34.0%
산	7	4.3%
내	4	2.5%
주	4	2.5%
행	3	1.9%
화	3	1.9%
현	3	1.9%
원	3	1.9%
신	3	1.9%
대	3	1.9%
Other values (61)	74	45.7%

등록동물수
Real number (ℝ)

HIGH CORRELATION

Distinct	52
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1556.7547

Minimum	12
Maximum	6287
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	609.0 B

Quantile statistics

Minimum	12
5-th percentile	36.8
Q1	158
median	1221
Q3	2823
95-th percentile	4714
Maximum	6287
Range	6275
Interquartile range (IQR)	2665

Descriptive statistics

Standard deviation	1709.2243
Coefficient of variation (CV)	1.0979407
Kurtosis	0.063828006
Mean	1556.7547
Median Absolute Deviation (MAD)	1078
Skewness	1.0563439
Sum	82508
Variance	2921447.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	2	3.8%
250	1	1.9%
38	1	1.9%
88	1	1.9%
58	1	1.9%
2998	1	1.9%
3115	1	1.9%
167	1	1.9%
4774	1	1.9%
35	1	1.9%
Other values (42)	42	79.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	1.9%
19	1	1.9%
35	1	1.9%
38	1	1.9%
58	1	1.9%
62	2	3.8%
87	1	1.9%
88	1	1.9%
90	1	1.9%
122	1	1.9%

Value	Count	Frequency (%)
6287	1	1.9%
5376	1	1.9%
4774	1	1.9%
4674	1	1.9%
4560	1	1.9%
4523	1	1.9%
4009	1	1.9%
3954	1	1.9%
3517	1	1.9%
3389	1	1.9%

(등록주체)시군구등록
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	62.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.735849

Minimum	0
Maximum	85
Zeros	7
Zeros (%)	13.2%
Negative	0
Negative (%)	0.0%
Memory size	609.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	11
Q3	25
95-th percentile	55.8
Maximum	85
Range	85
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	19.569551
Coefficient of variation (CV)	1.1033896
Kurtosis	1.6735426
Mean	17.735849
Median Absolute Deviation (MAD)	10
Skewness	1.3939554
Sum	940
Variance	382.96734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	7	13.2%
5	4	7.5%
2	3	5.7%
4	3	5.7%
18	3	5.7%
1	3	5.7%
13	2	3.8%
3	2	3.8%
24	2	3.8%
11	1	1.9%
Other values (23)	23	43.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	13.2%
1	3	5.7%
2	3	5.7%
3	2	3.8%
4	3	5.7%
5	4	7.5%
6	1	1.9%
8	1	1.9%
9	1	1.9%
10	1	1.9%

Value	Count	Frequency (%)
85	1	1.9%
61	1	1.9%
60	1	1.9%
53	1	1.9%
48	1	1.9%
47	1	1.9%
43	1	1.9%
42	1	1.9%
40	1	1.9%
36	1	1.9%

(등록주체)대행업체등록
Real number (ℝ)

HIGH CORRELATION

Distinct	52
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1538.434

Minimum	12
Maximum	6223
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	609.0 B

Quantile statistics

Minimum	12
5-th percentile	34.2
Q1	157
median	1209
Q3	2805
95-th percentile	4665.8
Maximum	6223
Range	6211
Interquartile range (IQR)	2648

Descriptive statistics

Standard deviation	1692.8983
Coefficient of variation (CV)	1.1004036
Kurtosis	0.075120582
Mean	1538.434
Median Absolute Deviation (MAD)	1069
Skewness	1.0615594
Sum	81537
Variance	2865904.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	2	3.8%
246	1	1.9%
33	1	1.9%
84	1	1.9%
58	1	1.9%
2968	1	1.9%
3070	1	1.9%
163	1	1.9%
4730	1	1.9%
35	1	1.9%
Other values (42)	42	79.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	1.9%
19	1	1.9%
33	1	1.9%
35	1	1.9%
58	1	1.9%
62	2	3.8%
84	1	1.9%
86	1	1.9%
88	1	1.9%
120	1	1.9%

Value	Count	Frequency (%)
6223	1	1.9%
5340	1	1.9%
4730	1	1.9%
4623	1	1.9%
4506	1	1.9%
4480	1	1.9%
3973	1	1.9%
3923	1	1.9%
3489	1	1.9%
3363	1	1.9%

(등록주체)기타
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Memory size	556.0 B

0	34
1	13
3	3
2	2
5	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	1.9%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	34	64.2%
1	13	24.5%
3	3	5.7%
2	2	3.8%
5	1	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	34	64.2%
1	13	24.5%
3	3	5.7%
2	2	3.8%
5	1	1.9%

(RFID종류)내장형
Real number (ℝ)

HIGH CORRELATION

Distinct	48
Distinct (%)	90.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	949.49057

Minimum	1
Maximum	4073
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	609.0 B

Quantile statistics

Minimum	1
5-th percentile	25.8
Q1	97
median	669
Q3	1648
95-th percentile	2967.6
Maximum	4073
Range	4072
Interquartile range (IQR)	1551

Descriptive statistics

Standard deviation	1078.8951
Coefficient of variation (CV)	1.1362884
Kurtosis	0.26007427
Mean	949.49057
Median Absolute Deviation (MAD)	603
Skewness	1.1349967
Sum	50323
Variance	1164014.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
57	3	5.7%
126	2	3.8%
2950	2	3.8%
99	2	3.8%
1834	1	1.9%
27	1	1.9%
33	1	1.9%
1889	1	1.9%
1986	1	1.9%
97	1	1.9%
Other values (38)	38	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.9%
13	1	1.9%
24	1	1.9%
27	1	1.9%
33	1	1.9%
41	1	1.9%
57	3	5.7%
59	1	1.9%
66	1	1.9%
77	1	1.9%

Value	Count	Frequency (%)
4073	1	1.9%
3281	1	1.9%
2994	1	1.9%
2950	2	3.8%
2750	1	1.9%
2474	1	1.9%
2395	1	1.9%
2215	1	1.9%
2193	1	1.9%
1986	1	1.9%

(RFID종류)외장형
Real number (ℝ)

HIGH CORRELATION

Distinct	51
Distinct (%)	96.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	524.86792

Minimum	4
Maximum	1922
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	609.0 B

Quantile statistics

Minimum	4
5-th percentile	9.6
Q1	50
median	397
Q3	847
95-th percentile	1561
Maximum	1922
Range	1918
Interquartile range (IQR)	797

Descriptive statistics

Standard deviation	553.07675
Coefficient of variation (CV)	1.0537446
Kurtosis	-0.20398201
Mean	524.86792
Median Absolute Deviation (MAD)	352
Skewness	0.94486474
Sum	27818
Variance	305893.89
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	2	3.8%
10	2	3.8%
1083	1	1.9%
13	1	1.9%
914	1	1.9%
990	1	1.9%
61	1	1.9%
1553	1	1.9%
9	1	1.9%
109	1	1.9%
Other values (41)	41	77.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	2	3.8%
9	1	1.9%
10	2	3.8%
13	1	1.9%
19	1	1.9%
20	1	1.9%
25	1	1.9%
28	1	1.9%
32	1	1.9%
36	1	1.9%

Value	Count	Frequency (%)
1922	1	1.9%
1799	1	1.9%
1573	1	1.9%
1553	1	1.9%
1501	1	1.9%
1372	1	1.9%
1361	1	1.9%
1344	1	1.9%
1249	1	1.9%
1083	1	1.9%

(RFID종류)인식표
Real number (ℝ)

HIGH CORRELATION

Distinct	43
Distinct (%)	81.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.396226

Minimum	1
Maximum	296
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	609.0 B

Quantile statistics

Minimum	1
5-th percentile	1
Q1	10
median	45
Q3	137
95-th percentile	277
Maximum	296
Range	295
Interquartile range (IQR)	127

Descriptive statistics

Standard deviation	91.11475
Coefficient of variation (CV)	1.1058122
Kurtosis	-0.061256283
Mean	82.396226
Median Absolute Deviation (MAD)	40
Skewness	1.0766269
Sum	4367
Variance	8301.8977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
1	4	7.5%
2	3	5.7%
12	3	5.7%
7	2	3.8%
78	2	3.8%
17	2	3.8%
139	1	1.9%
9	1	1.9%
271	1	1.9%
83	1	1.9%
Other values (33)	33	62.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	7.5%
2	3	5.7%
4	1	1.9%
5	1	1.9%
6	1	1.9%
7	2	3.8%
9	1	1.9%
10	1	1.9%
12	3	5.7%
13	1	1.9%

Value	Count	Frequency (%)
296	1	1.9%
292	1	1.9%
286	1	1.9%
271	1	1.9%
241	1	1.9%
237	1	1.9%
229	1	1.9%
195	1	1.9%
194	1	1.9%
187	1	1.9%

등록품종수
Real number (ℝ)

HIGH CORRELATION

Distinct	37
Distinct (%)	69.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.641509

Minimum	4
Maximum	106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	609.0 B

Quantile statistics

Minimum	4
5-th percentile	15
Q1	32
median	61
Q3	84
95-th percentile	95.8
Maximum	106
Range	102
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	28.495677
Coefficient of variation (CV)	0.50308824
Kurtosis	-1.2196523
Mean	56.641509
Median Absolute Deviation (MAD)	25
Skewness	-0.043837895
Sum	3002
Variance	812.00363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
32	3	5.7%
74	3	5.7%
68	3	5.7%
15	2	3.8%
85	2	3.8%
93	2	3.8%
106	2	3.8%
18	2	3.8%
53	2	3.8%
66	2	3.8%
Other values (27)	30	56.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	1.9%
9	1	1.9%
15	2	3.8%
18	2	3.8%
19	1	1.9%
22	1	1.9%
25	1	1.9%
27	1	1.9%
29	1	1.9%
31	1	1.9%

Value	Count	Frequency (%)
106	2	3.8%
97	1	1.9%
95	1	1.9%
93	2	3.8%
92	1	1.9%
91	1	1.9%
89	2	3.8%
86	1	1.9%
85	2	3.8%
84	1	1.9%

등록소유자수
Real number (ℝ)

HIGH CORRELATION

Distinct	52
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1136.4528

Minimum	4
Maximum	5009
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	609.0 B

Quantile statistics

Minimum	4
5-th percentile	23.6
Q1	94
median	739
Q3	1746
95-th percentile	3581.8
Maximum	5009
Range	5005
Interquartile range (IQR)	1652

Descriptive statistics

Standard deviation	1305.893
Coefficient of variation (CV)	1.1490957
Kurtosis	0.54899091
Mean	1136.4528
Median Absolute Deviation (MAD)	667
Skewness	1.1963953
Sum	60232
Variance	1705356.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94	2	3.8%
29	1	1.9%
2545	1	1.9%
24	1	1.9%
65	1	1.9%
37	1	1.9%
2299	1	1.9%
2453	1	1.9%
110	1	1.9%
3491	1	1.9%
Other values (42)	42	79.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	1.9%
9	1	1.9%
23	1	1.9%
24	1	1.9%
26	1	1.9%
29	1	1.9%
37	1	1.9%
44	1	1.9%
59	1	1.9%
65	1	1.9%

Value	Count	Frequency (%)
5009	1	1.9%
4270	1	1.9%
3718	1	1.9%
3491	1	1.9%
3264	1	1.9%
3139	1	1.9%
3102	1	1.9%
2947	1	1.9%
2655	1	1.9%
2545	1	1.9%

동물소유자당등록동물수
Real number (ℝ)

HIGH CORRELATION

Distinct	35
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5618868

Minimum	1.26
Maximum	3.78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	609.0 B

Quantile statistics

Minimum	1.26
5-th percentile	1.26
Q1	1.35
median	1.44
Q3	1.58
95-th percentile	2.122
Maximum	3.78
Range	2.52
Interquartile range (IQR)	0.23

Descriptive statistics

Standard deviation	0.4259878
Coefficient of variation (CV)	0.27273923
Kurtosis	15.692865
Mean	1.5618868
Median Absolute Deviation (MAD)	0.11
Skewness	3.6198199
Sum	82.78
Variance	0.1814656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
1.26	4	7.5%
1.35	4	7.5%
1.52	4	7.5%
1.37	4	7.5%
1.39	2	3.8%
1.41	2	3.8%
1.68	2	3.8%
1.34	2	3.8%
1.32	2	3.8%
1.33	2	3.8%
Other values (25)	25	47.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.26	4	7.5%
1.27	1	1.9%
1.29	1	1.9%
1.3	1	1.9%
1.32	2	3.8%
1.33	2	3.8%
1.34	2	3.8%
1.35	4	7.5%
1.37	4	7.5%
1.39	2	3.8%

Value	Count	Frequency (%)
3.78	1	1.9%
3.0	1	1.9%
2.14	1	1.9%
2.11	1	1.9%
1.87	1	1.9%
1.83	1	1.9%
1.82	1	1.9%
1.79	1	1.9%
1.78	1	1.9%
1.71	1	1.9%

데이터기준일자
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	556.0 B

2023-08-31	53

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023-08-31
2nd row	2023-08-31
3rd row	2023-08-31
4th row	2023-08-31
5th row	2023-08-31

Common Values

Value	Count	Frequency (%)
2023-08-31	53	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023-08-31	53	100.0%

Phik (φk)
Auto

Heatmap
Table

	읍면동명	등록동물수	(등록주체)시군구등록	(등록주체)대행업체등록	(등록주체)기타	(RFID종류)내장형	(RFID종류)외장형	(RFID종류)인식표	등록품종수	등록소유자수	동물소유자당등록동물수
읍면동명	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
등록동물수	1.000	1.000	0.827	1.000	0.825	0.987	0.950	0.927	0.848	0.985	0.000
(등록주체)시군구등록	1.000	0.827	1.000	0.827	0.614	0.827	0.844	0.799	0.461	0.805	0.000
(등록주체)대행업체등록	1.000	1.000	0.827	1.000	0.825	0.987	0.950	0.927	0.848	0.985	0.000
(등록주체)기타	1.000	0.825	0.614	0.825	1.000	0.776	0.794	0.830	0.285	0.909	0.000
(RFID종류)내장형	1.000	0.987	0.827	0.987	0.776	1.000	0.932	0.909	0.844	0.978	0.000
(RFID종류)외장형	1.000	0.950	0.844	0.950	0.794	0.932	1.000	0.961	0.859	0.942	0.000
(RFID종류)인식표	1.000	0.927	0.799	0.927	0.830	0.909	0.961	1.000	0.841	0.915	0.000
등록품종수	1.000	0.848	0.461	0.848	0.285	0.844	0.859	0.841	1.000	0.830	0.575
등록소유자수	1.000	0.985	0.805	0.985	0.909	0.978	0.942	0.915	0.830	1.000	0.000
동물소유자당등록동물수	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.575	0.000	1.000

Heatmap
Table

	등록동물수	(등록주체)시군구등록	(등록주체)대행업체등록	(RFID종류)내장형	(RFID종류)외장형	(RFID종류)인식표	등록품종수	등록소유자수	동물소유자당등록동물수	(등록주체)기타
등록동물수	1.000	0.910	1.000	0.994	0.990	0.965	0.980	0.994	-0.606	0.456
(등록주체)시군구등록	0.910	1.000	0.908	0.906	0.910	0.879	0.916	0.912	-0.572	0.396
(등록주체)대행업체등록	1.000	0.908	1.000	0.994	0.990	0.963	0.979	0.994	-0.605	0.456
(RFID종류)내장형	0.994	0.906	0.994	1.000	0.976	0.955	0.973	0.988	-0.588	0.405
(RFID종류)외장형	0.990	0.910	0.990	0.976	1.000	0.956	0.979	0.988	-0.619	0.423
(RFID종류)인식표	0.965	0.879	0.963	0.955	0.956	1.000	0.957	0.960	-0.590	0.461
등록품종수	0.980	0.916	0.979	0.973	0.979	0.957	1.000	0.976	-0.563	0.100
등록소유자수	0.994	0.912	0.994	0.988	0.988	0.960	0.976	1.000	-0.657	0.570
동물소유자당등록동물수	-0.606	-0.572	-0.605	-0.588	-0.619	-0.590	-0.563	-0.657	1.000	0.000
(등록주체)기타	0.456	0.396	0.456	0.405	0.423	0.461	0.100	0.570	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	시군명	읍면동명	등록동물수	(등록주체)시군구등록	(등록주체)대행업체등록	(등록주체)기타	(RFID종류)내장형	(RFID종류)외장형	(RFID종류)인식표	등록품종수	등록소유자수	동물소유자당등록동물수	데이터기준일자
0	고양시	강매동	62	0	62	0	57	4	1	15	29	2.14	2023-08-31
1	고양시	고양동	1770	18	1751	1	1084	592	94	68	1309	1.35	2023-08-31
2	고양시	관산동	1369	17	1352	0	763	533	73	68	982	1.39	2023-08-31
3	고양시	내곡동	90	2	88	0	57	28	5	27	59	1.53	2023-08-31
4	고양시	내유동	1447	18	1429	0	826	539	82	74	979	1.48	2023-08-31
5	고양시	대자동	197	5	192	0	108	77	12	36	132	1.49	2023-08-31
6	고양시	대장동	122	2	120	0	79	36	7	29	91	1.34	2023-08-31
7	고양시	덕은동	258	3	255	0	126	122	10	48	181	1.43	2023-08-31
8	고양시	도내동	1242	12	1230	0	669	527	46	63	942	1.32	2023-08-31
9	고양시	동산동	1489	8	1481	0	815	596	78	68	835	1.78	2023-08-31

	시군명	읍면동명	등록동물수	(등록주체)시군구등록	(등록주체)대행업체등록	(등록주체)기타	(RFID종류)내장형	(RFID종류)외장형	(RFID종류)인식표	등록품종수	등록소유자수	동물소유자당등록동물수	데이터기준일자
43	고양시	사리현동	590	10	580	0	305	247	38	53	393	1.5	2023-08-31
44	고양시	정발산동	2207	20	2187	0	1394	693	120	85	1615	1.37	2023-08-31
45	고양시	가좌동	1497	9	1487	1	936	406	155	66	1017	1.47	2023-08-31
46	고양시	구산동	184	13	171	0	126	45	13	32	101	1.82	2023-08-31
47	고양시	대화동	4523	42	4480	1	2950	1344	229	106	3264	1.39	2023-08-31
48	고양시	덕이동	2823	18	2805	0	1648	1038	137	86	1853	1.52	2023-08-31
49	고양시	법곳동	143	3	140	0	99	32	12	31	94	1.52	2023-08-31
50	고양시	일산동	5376	35	5340	1	3281	1799	296	91	4270	1.26	2023-08-31
51	고양시	주엽동	3954	30	3923	1	2395	1372	187	92	3139	1.26	2023-08-31
52	고양시	탄현동	4009	36	3973	0	2474	1249	286	93	3102	1.29	2023-08-31

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample