gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	165
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	19.9 KiB
Average record size in memory	123.8 B

Variable types

Categorical	2
Text	1
Numeric	10
DateTime	1

Dataset

Description	경기도 수원시_반려동물현황은 시도명, 시군구명, 구청명, 법정동명, 등록품종수, 등록개체수, 소유자수, 관리부서명, 관리부서연락처, 데이터기준일자를 포함합니다.
Author	경기도 수원시
URL	https://www.data.go.kr/data/15040321/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
`(등록주체)기타` 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 `등록소유자수`	High correlation
`(등록주체)시군구등록` has 14 (8.5%) zeros	Zeros
`(등록주체)기타` has 63 (38.2%) zeros	Zeros
`(RFID종류)외장형` has 3 (1.8%) zeros	Zeros
`(RFID종류)인식표` has 12 (7.3%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 06:46:10.605640
Analysis finished	2023-12-12 06:46:22.014165
Duration	11.41 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준년도
Categorical

Distinct	3
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

2020	55
2021	55
2022	55

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020
2nd row	2020
3rd row	2020
4th row	2020
5th row	2020

Common Values

Value	Count	Frequency (%)
2020	55	33.3%
2021	55	33.3%
2022	55	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020	55	33.3%
2021	55	33.3%
2022	55	33.3%

시군명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

수원시	165

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
수원시	165	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
수원시	165	100.0%

읍면동명
Text

Distinct	55
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

Length

Max length	5
Median length	3
Mean length	3.1636364
Min length	2

Characters and Unicode

Total characters	522
Distinct characters	72
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	탑동
2nd row	평동
3rd row	고색동
4th row	구운동
5th row	권선동

Value	Count	Frequency (%)
탑동	3	1.8%
조원동	3	1.8%
파장동	3	1.8%
상광교동	3	1.8%
하광교동	3	1.8%
교동	3	1.8%
영동	3	1.8%
중동	3	1.8%
지동	3	1.8%
고등동	3	1.8%
Other values (45)	135	81.8%

Most occurring characters

Value	Count	Frequency (%)
동	147	28.2%
매	21	4.0%
가	18	3.4%
로	18	3.4%
천	15	2.9%
교	12	2.3%
달	9	1.7%
팔	9	1.7%
장	9	1.7%
산	9	1.7%
Other values (62)	255	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	504	96.6%
Decimal Number	18	3.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	147	29.2%
매	21	4.2%
가	18	3.6%
로	18	3.6%
천	15	3.0%
교	12	2.4%
달	9	1.8%
팔	9	1.8%
장	9	1.8%
산	9	1.8%
Other values (59)	237	47.0%

Decimal Number

Value	Count	Frequency (%)
1	6	33.3%
2	6	33.3%
3	6	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	504	96.6%
Common	18	3.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	147	29.2%
매	21	4.2%
가	18	3.6%
로	18	3.6%
천	15	3.0%
교	12	2.4%
달	9	1.8%
팔	9	1.8%
장	9	1.8%
산	9	1.8%
Other values (59)	237	47.0%

Common

Value	Count	Frequency (%)
1	6	33.3%
2	6	33.3%
3	6	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	504	96.6%
ASCII	18	3.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	147	29.2%
매	21	4.2%
가	18	3.6%
로	18	3.6%
천	15	3.0%
교	12	2.4%
달	9	1.8%
팔	9	1.8%
장	9	1.8%
산	9	1.8%
Other values (59)	237	47.0%

ASCII

Value	Count	Frequency (%)
1	6	33.3%
2	6	33.3%
3	6	33.3%

등록동물수
Real number (ℝ)

HIGH CORRELATION

Distinct	154
Distinct (%)	93.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1304.8788

Minimum	1
Maximum	6101
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	17.2
Q1	106
median	1014
Q3	1774
95-th percentile	4577.6
Maximum	6101
Range	6100
Interquartile range (IQR)	1668

Descriptive statistics

Standard deviation	1463.7196
Coefficient of variation (CV)	1.1217284
Kurtosis	1.2397736
Mean	1304.8788
Median Absolute Deviation (MAD)	888
Skewness	1.3468657
Sum	215305
Variance	2142475.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	3	1.8%
45	2	1.2%
83	2	1.2%
41	2	1.2%
1377	2	1.2%
15	2	1.2%
100	2	1.2%
3	2	1.2%
1093	2	1.2%
22	2	1.2%
Other values (144)	144	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.6%
3	2	1.2%
6	1	0.6%
11	1	0.6%
14	1	0.6%
15	2	1.2%
16	1	0.6%
22	2	1.2%
25	1	0.6%
27	1	0.6%

Value	Count	Frequency (%)
6101	1	0.6%
5951	1	0.6%
5576	1	0.6%
5495	1	0.6%
5333	1	0.6%
4878	1	0.6%
4688	1	0.6%
4641	1	0.6%
4631	1	0.6%
4364	1	0.6%

(등록주체)시군구등록
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	94
Distinct (%)	57.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96.412121

Minimum	0
Maximum	439
Zeros	14
Zeros (%)	8.5%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9
median	73
Q3	153
95-th percentile	308
Maximum	439
Range	439
Interquartile range (IQR)	144

Descriptive statistics

Standard deviation	107.621
Coefficient of variation (CV)	1.1162601
Kurtosis	1.1873658
Mean	96.412121
Median Absolute Deviation (MAD)	65
Skewness	1.3199492
Sum	15908
Variance	11582.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	8.5%
8	11	6.7%
14	7	4.2%
91	5	3.0%
2	5	3.0%
13	4	2.4%
17	4	2.4%
3	4	2.4%
6	3	1.8%
19	3	1.8%
Other values (84)	105	63.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	8.5%
1	1	0.6%
2	5	3.0%
3	4	2.4%
6	3	1.8%
7	3	1.8%
8	11	6.7%
9	1	0.6%
13	4	2.4%
14	7	4.2%

Value	Count	Frequency (%)
439	1	0.6%
427	1	0.6%
419	1	0.6%
411	1	0.6%
409	1	0.6%
399	1	0.6%
317	2	1.2%
309	1	0.6%
304	1	0.6%
300	1	0.6%

(등록주체)대행업체등록
Real number (ℝ)

HIGH CORRELATION

Distinct	154
Distinct (%)	93.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1205.5758

Minimum	1
Maximum	5675
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	15.2
Q1	98
median	952
Q3	1655
95-th percentile	4187.4
Maximum	5675
Range	5674
Interquartile range (IQR)	1557

Descriptive statistics

Standard deviation	1357.4522
Coefficient of variation (CV)	1.1259784
Kurtosis	1.2544945
Mean	1205.5758
Median Absolute Deviation (MAD)	841
Skewness	1.353972
Sum	198920
Variance	1842676.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75	3	1.8%
84	2	1.2%
3	2	1.2%
14	2	1.2%
31	2	1.2%
39	2	1.2%
29	2	1.2%
92	2	1.2%
130	2	1.2%
1190	2	1.2%
Other values (144)	144	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.6%
3	2	1.2%
6	1	0.6%
8	1	0.6%
12	1	0.6%
13	1	0.6%
14	2	1.2%
20	1	0.6%
22	1	0.6%
23	1	0.6%

Value	Count	Frequency (%)
5675	1	0.6%
5501	1	0.6%
5160	1	0.6%
5057	1	0.6%
5008	1	0.6%
4566	1	0.6%
4335	1	0.6%
4266	1	0.6%
4225	1	0.6%
4037	1	0.6%

(등록주체)기타
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8909091

Minimum	0
Maximum	18
Zeros	63
Zeros (%)	38.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	11
Maximum	18
Range	18
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.2798709
Coefficient of variation (CV)	1.4804585
Kurtosis	3.7380909
Mean	2.8909091
Median Absolute Deviation (MAD)	1
Skewness	1.9722275
Sum	477
Variance	18.317295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	63	38.2%
1	39	23.6%
4	12	7.3%
2	12	7.3%
7	9	5.5%
5	6	3.6%
11	6	3.6%
18	6	3.6%
10	3	1.8%
6	3	1.8%
Other values (2)	6	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	63	38.2%
1	39	23.6%
2	12	7.3%
4	12	7.3%
5	6	3.6%
6	3	1.8%
7	9	5.5%
8	3	1.8%
9	3	1.8%
10	3	1.8%

Value	Count	Frequency (%)
18	6	3.6%
11	6	3.6%
10	3	1.8%
9	3	1.8%
8	3	1.8%
7	9	5.5%
6	3	1.8%
5	6	3.6%
4	12	7.3%
2	12	7.3%

(RFID종류)내장형
Real number (ℝ)

HIGH CORRELATION

Distinct	151
Distinct (%)	91.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	793.50909

Minimum	1
Maximum	3460
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	11.2
Q1	70
median	675
Q3	1051
95-th percentile	2776
Maximum	3460
Range	3459
Interquartile range (IQR)	981

Descriptive statistics

Standard deviation	881.05952
Coefficient of variation (CV)	1.1103332
Kurtosis	1.1417453
Mean	793.50909
Median Absolute Deviation (MAD)	586
Skewness	1.3307692
Sum	130929
Variance	776265.87
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21	3	1.8%
20	3	1.8%
52	2	1.2%
19	2	1.2%
11	2	1.2%
3	2	1.2%
70	2	1.2%
58	2	1.2%
833	2	1.2%
15	2	1.2%
Other values (141)	143	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.6%
3	2	1.2%
4	1	0.6%
5	1	0.6%
6	1	0.6%
8	1	0.6%
11	2	1.2%
12	1	0.6%
15	2	1.2%
16	1	0.6%

Value	Count	Frequency (%)
3460	1	0.6%
3458	1	0.6%
3362	1	0.6%
3276	1	0.6%
3251	1	0.6%
3180	1	0.6%
2897	1	0.6%
2890	1	0.6%
2810	1	0.6%
2640	1	0.6%

(RFID종류)외장형
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	133
Distinct (%)	80.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	390.38182

Minimum	0
Maximum	2178
Zeros	3
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	29
median	216
Q3	607
95-th percentile	1355.4
Maximum	2178
Range	2178
Interquartile range (IQR)	578

Descriptive statistics

Standard deviation	470.75838
Coefficient of variation (CV)	1.2058922
Kurtosis	2.1412321
Mean	390.38182
Median Absolute Deviation (MAD)	200
Skewness	1.5593942
Sum	64413
Variance	221613.46
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9	4	2.4%
16	4	2.4%
12	4	2.4%
15	3	1.8%
41	3	1.8%
19	3	1.8%
32	3	1.8%
0	3	1.8%
5	3	1.8%
901	2	1.2%
Other values (123)	133	80.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	1.8%
2	2	1.2%
3	1	0.6%
4	2	1.2%
5	3	1.8%
9	4	2.4%
11	1	0.6%
12	4	2.4%
13	1	0.6%
14	2	1.2%

Value	Count	Frequency (%)
2178	1	0.6%
2054	1	0.6%
1835	1	0.6%
1782	1	0.6%
1736	1	0.6%
1523	1	0.6%
1520	1	0.6%
1376	1	0.6%
1368	1	0.6%
1305	1	0.6%

(RFID종류)인식표
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	72
Distinct (%)	43.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120.98788

Minimum	0
Maximum	561
Zeros	12
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	12
median	76
Q3	189
95-th percentile	364.8
Maximum	561
Range	561
Interquartile range (IQR)	177

Descriptive statistics

Standard deviation	130.83251
Coefficient of variation (CV)	1.0813688
Kurtosis	1.0043576
Mean	120.98788
Median Absolute Deviation (MAD)	69
Skewness	1.2209199
Sum	19963
Variance	17117.146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	7.3%
1	9	5.5%
12	7	4.2%
16	6	3.6%
23	6	3.6%
9	5	3.0%
8	4	2.4%
45	3	1.8%
107	3	1.8%
70	3	1.8%
Other values (62)	107	64.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	7.3%
1	9	5.5%
7	3	1.8%
8	4	2.4%
9	5	3.0%
10	3	1.8%
12	7	4.2%
13	2	1.2%
16	6	3.6%
21	3	1.8%

Value	Count	Frequency (%)
561	2	1.2%
546	1	0.6%
437	2	1.2%
423	1	0.6%
377	2	1.2%
368	1	0.6%
352	2	1.2%
348	2	1.2%
346	1	0.6%
343	1	0.6%

등록품종수
Real number (ℝ)

HIGH CORRELATION

Distinct	77
Distinct (%)	46.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.715152

Minimum	1
Maximum	101
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	7.2
Q1	28
median	53
Q3	67
95-th percentile	87
Maximum	101
Range	100
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	25.567416
Coefficient of variation (CV)	0.52483499
Kurtosis	-0.99324896
Mean	48.715152
Median Absolute Deviation (MAD)	20
Skewness	-0.076477289
Sum	8038
Variance	653.69276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	7	4.2%
67	5	3.0%
70	5	3.0%
65	5	3.0%
36	4	2.4%
82	4	2.4%
25	4	2.4%
61	4	2.4%
42	4	2.4%
32	4	2.4%
Other values (67)	119	72.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.6%
2	2	1.2%
4	2	1.2%
5	2	1.2%
6	1	0.6%
7	1	0.6%
8	1	0.6%
10	2	1.2%
11	2	1.2%
13	3	1.8%

Value	Count	Frequency (%)
101	1	0.6%
99	2	1.2%
98	1	0.6%
96	1	0.6%
95	1	0.6%
91	1	0.6%
89	1	0.6%
87	3	1.8%
84	1	0.6%
82	4	2.4%

등록소유자수
Real number (ℝ)

HIGH CORRELATION

Distinct	151
Distinct (%)	91.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	996.47879

Minimum	1
Maximum	4646
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	12.6
Q1	76
median	749
Q3	1353
95-th percentile	3523.8
Maximum	4646
Range	4645
Interquartile range (IQR)	1277

Descriptive statistics

Standard deviation	1134.8261
Coefficient of variation (CV)	1.1388362
Kurtosis	1.3103143
Mean	996.47879
Median Absolute Deviation (MAD)	662
Skewness	1.3763185
Sum	164419
Variance	1287830.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	4	2.4%
19	3	1.8%
1343	2	1.2%
29	2	1.2%
3	2	1.2%
72	2	1.2%
15	2	1.2%
11	2	1.2%
283	2	1.2%
30	2	1.2%
Other values (141)	142	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.6%
3	2	1.2%
4	1	0.6%
6	1	0.6%
7	1	0.6%
11	2	1.2%
12	1	0.6%
15	2	1.2%
17	1	0.6%
19	3	1.8%

Value	Count	Frequency (%)
4646	1	0.6%
4598	1	0.6%
4320	1	0.6%
4222	1	0.6%
4186	1	0.6%
3871	1	0.6%
3766	1	0.6%
3739	1	0.6%
3527	1	0.6%
3511	1	0.6%

동물소유자당등록동물수
Real number (ℝ)

HIGH CORRELATION

Distinct	44
Distinct (%)	26.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3647879

Minimum	1
Maximum	2.33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1.222
Q1	1.29
median	1.35
Q3	1.41
95-th percentile	1.578
Maximum	2.33
Range	1.33
Interquartile range (IQR)	0.12

Descriptive statistics

Standard deviation	0.14828116
Coefficient of variation (CV)	0.10864777
Kurtosis	14.807989
Mean	1.3647879
Median Absolute Deviation (MAD)	0.06
Skewness	2.5175033
Sum	225.19
Variance	0.021987302
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1.28	9	5.5%
1.31	9	5.5%
1.36	9	5.5%
1.33	8	4.8%
1.32	8	4.8%
1.3	8	4.8%
1.26	7	4.2%
1.38	7	4.2%
1.25	7	4.2%
1.37	6	3.6%
Other values (34)	87	52.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	4	2.4%
1.2	2	1.2%
1.21	2	1.2%
1.22	1	0.6%
1.23	2	1.2%
1.24	1	0.6%
1.25	7	4.2%
1.26	7	4.2%
1.27	4	2.4%
1.28	9	5.5%

Value	Count	Frequency (%)
2.33	1	0.6%
2.14	1	0.6%
1.73	1	0.6%
1.67	1	0.6%
1.66	1	0.6%
1.63	2	1.2%
1.62	1	0.6%
1.58	1	0.6%
1.57	1	0.6%
1.54	3	1.8%

데이터기준일자
Date

CONSTANT

Distinct	1
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

Minimum	2023-09-11 00:00:00
Maximum	2023-09-11 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Phik (φk)
Auto

Heatmap
Table

	기준년도	읍면동명	등록동물수	(등록주체)시군구등록	(등록주체)대행업체등록	(등록주체)기타	(RFID종류)내장형	(RFID종류)외장형	(RFID종류)인식표	등록품종수	등록소유자수	동물소유자당등록동물수
기준년도	1.000	0.000	0.000	0.000	0.000	0.000	0.172	0.000	0.000	0.000	0.000	0.000
읍면동명	0.000	1.000	0.888	0.974	0.893	1.000	0.907	0.734	1.000	0.956	0.901	0.923
등록동물수	0.000	0.888	1.000	0.861	0.998	0.674	0.965	0.962	0.863	0.923	0.991	0.193
(등록주체)시군구등록	0.000	0.974	0.861	1.000	0.838	0.678	0.866	0.822	0.968	0.811	0.854	0.309
(등록주체)대행업체등록	0.000	0.893	0.998	0.838	1.000	0.695	0.973	0.958	0.858	0.918	0.987	0.000
(등록주체)기타	0.000	1.000	0.674	0.678	0.695	1.000	0.692	0.527	0.762	0.581	0.668	0.258
(RFID종류)내장형	0.172	0.907	0.965	0.866	0.973	0.692	1.000	0.920	0.833	0.917	0.972	0.081
(RFID종류)외장형	0.000	0.734	0.962	0.822	0.958	0.527	0.920	1.000	0.814	0.909	0.949	0.000
(RFID종류)인식표	0.000	1.000	0.863	0.968	0.858	0.762	0.833	0.814	1.000	0.777	0.863	0.263
등록품종수	0.000	0.956	0.923	0.811	0.918	0.581	0.917	0.909	0.777	1.000	0.913	0.562
등록소유자수	0.000	0.901	0.991	0.854	0.987	0.668	0.972	0.949	0.863	0.913	1.000	0.270
동물소유자당등록동물수	0.000	0.923	0.193	0.309	0.000	0.258	0.081	0.000	0.263	0.562	0.270	1.000

Heatmap
Table

	등록동물수	(등록주체)시군구등록	(등록주체)대행업체등록	(등록주체)기타	(RFID종류)내장형	(RFID종류)외장형	(RFID종류)인식표	등록품종수	등록소유자수	동물소유자당등록동물수	기준년도
등록동물수	1.000	0.976	1.000	0.611	0.995	0.992	0.985	0.984	0.999	-0.489	0.000
(등록주체)시군구등록	0.976	1.000	0.972	0.618	0.975	0.963	0.983	0.962	0.976	-0.490	0.000
(등록주체)대행업체등록	1.000	0.972	1.000	0.609	0.994	0.992	0.984	0.983	0.999	-0.488	0.000
(등록주체)기타	0.611	0.618	0.609	1.000	0.633	0.581	0.620	0.613	0.612	-0.192	0.000
(RFID종류)내장형	0.995	0.975	0.994	0.633	1.000	0.978	0.980	0.982	0.994	-0.484	0.099
(RFID종류)외장형	0.992	0.963	0.992	0.581	0.978	1.000	0.975	0.977	0.991	-0.489	0.000
(RFID종류)인식표	0.985	0.983	0.984	0.620	0.980	0.975	1.000	0.968	0.985	-0.486	0.000
등록품종수	0.984	0.962	0.983	0.613	0.982	0.977	0.968	1.000	0.978	-0.407	0.000
등록소유자수	0.999	0.976	0.999	0.612	0.994	0.991	0.985	0.978	1.000	-0.515	0.000
동물소유자당등록동물수	-0.489	-0.490	-0.488	-0.192	-0.484	-0.489	-0.486	-0.407	-0.515	1.000	0.000
기준년도	0.000	0.000	0.000	0.000	0.099	0.000	0.000	0.000	0.000	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

	기준년도	시군명	읍면동명	등록동물수	(등록주체)시군구등록	(등록주체)대행업체등록	(등록주체)기타	(RFID종류)내장형	(RFID종류)외장형	(RFID종류)인식표	등록품종수	등록소유자수	동물소유자당등록동물수	데이터기준일자
0	2020	수원시	탑동	1374	157	1210	7	885	314	175	67	1004	1.37	2023-09-11
1	2020	수원시	평동	126	13	113	0	82	32	12	26	101	1.25	2023-09-11
2	2020	수원시	고색동	906	96	809	1	632	200	74	49	683	1.33	2023-09-11
3	2020	수원시	구운동	1370	178	1188	4	871	335	164	62	1073	1.28	2023-09-11
4	2020	수원시	권선동	4631	399	4225	7	2810	1275	546	91	3527	1.31	2023-09-11
5	2020	수원시	금곡동	2090	212	1873	5	1176	607	307	64	1572	1.33	2023-09-11
6	2020	수원시	당수동	377	41	336	0	232	89	56	32	300	1.25	2023-09-11
7	2020	수원시	서둔동	957	122	834	1	579	233	145	54	694	1.38	2023-09-11
8	2020	수원시	세류동	3352	296	3046	10	2177	832	343	87	2456	1.36	2023-09-11
9	2020	수원시	입북동	330	29	300	1	180	106	44	36	263	1.25	2023-09-11

	기준년도	시군명	읍면동명	등록동물수	(등록주체)시군구등록	(등록주체)대행업체등록	(등록주체)기타	(RFID종류)내장형	(RFID종류)외장형	(RFID종류)인식표	등록품종수	등록소유자수	동물소유자당등록동물수	데이터기준일자
155	2022	수원시	우만동	2633	235	2398	0	1515	901	217	79	1997	1.32	2023-09-11
156	2022	수원시	인계동	3898	188	3701	9	2459	1174	265	82	2833	1.38	2023-09-11
157	2022	수원시	장안동	86	8	78	0	54	23	9	25	66	1.3	2023-09-11
158	2022	수원시	화서동	3285	225	3042	18	1982	994	309	76	2549	1.29	2023-09-11
159	2022	수원시	매산로1가	172	14	157	1	95	54	23	30	112	1.54	2023-09-11
160	2022	수원시	매산로2가	395	26	365	4	262	100	33	42	298	1.33	2023-09-11
161	2022	수원시	매산로3가	288	16	261	11	187	76	25	44	202	1.43	2023-09-11
162	2022	수원시	팔달로1가	27	0	25	2	21	5	1	11	19	1.42	2023-09-11
163	2022	수원시	팔달로2가	50	0	50	0	33	16	1	18	30	1.67	2023-09-11
164	2022	수원시	팔달로3가	45	6	39	0	21	17	7	16	31	1.45	2023-09-11

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample