gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	142.0 B

Variable types

Numeric	13
Categorical	2

Dataset

Description	한국부동산원(구.한국감정원)에서 제공하는 부동산 거래 통계를 조회할 수 있는 서비스로 충남의 규모별 거래 건수 정보를 제공합니다.
Author	충청남도
URL	https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=2560

Alerts

`지역명` is highly overall correlated with `번호` and 2 other fields	High correlation
`지역구분 레벨` is highly overall correlated with `번호` and 7 other fields	High correlation
`번호` is highly overall correlated with `지역코드` and 6 other fields	High correlation
`지역코드` is highly overall correlated with `번호` and 6 other fields	High correlation
`합계_건수` is highly overall correlated with `번호` and 10 other fields	High correlation
`규모1_건수` is highly overall correlated with `합계_건수` and 2 other fields	High correlation
`규모2_건수` is highly overall correlated with `번호` and 10 other fields	High correlation
`규모3_건수` is highly overall correlated with `번호` and 9 other fields	High correlation
`규모4_건수` is highly overall correlated with `합계_건수` and 7 other fields	High correlation
`규모5_건수` is highly overall correlated with `합계_건수` and 7 other fields	High correlation
`규모6_건수` is highly overall correlated with `번호` and 9 other fields	High correlation
`규모7_건수` is highly overall correlated with `합계_건수` and 6 other fields	High correlation
`규모8_건수` is highly overall correlated with `합계_건수` and 6 other fields	High correlation
`지역구분 레벨` is highly imbalanced (50.8%)	Imbalance
`번호` has unique values	Unique
`규모1_건수` has 3003 (30.0%) zeros	Zeros
`규모2_건수` has 343 (3.4%) zeros	Zeros
`규모3_건수` has 180 (1.8%) zeros	Zeros
`규모4_건수` has 201 (2.0%) zeros	Zeros
`규모5_건수` has 1877 (18.8%) zeros	Zeros
`규모6_건수` has 1173 (11.7%) zeros	Zeros
`규모7_건수` has 2847 (28.5%) zeros	Zeros
`규모8_건수` has 4840 (48.4%) zeros	Zeros
`규모9_건수` has 7163 (71.6%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 22:41:57.352026
Analysis finished	2024-01-09 22:42:16.141889
Duration	18.79 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13446.565

Minimum	2
Maximum	26953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	1350.8
Q1	6708.75
median	13477.5
Q3	20071.25
95-th percentile	25577.1
Maximum	26953
Range	26951
Interquartile range (IQR)	13362.5

Descriptive statistics

Standard deviation	7760.509
Coefficient of variation (CV)	0.57713691
Kurtosis	-1.1952649
Mean	13446.565
Median Absolute Deviation (MAD)	6674
Skewness	0.00059468742
Sum	1.3446565 × 10⁸
Variance	60225500
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25786	1	< 0.1%
6765	1	< 0.1%
14271	1	< 0.1%
17981	1	< 0.1%
4650	1	< 0.1%
18581	1	< 0.1%
12057	1	< 0.1%
1434	1	< 0.1%
11803	1	< 0.1%
4731	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
12	1	< 0.1%
14	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
26953	1	< 0.1%
26952	1	< 0.1%
26951	1	< 0.1%
26950	1	< 0.1%
26941	1	< 0.1%
26940	1	< 0.1%
26938	1	< 0.1%
26937	1	< 0.1%
26923	1	< 0.1%
26919	1	< 0.1%

지역코드
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44415.21

Minimum	44000
Maximum	44825
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	44000
5-th percentile	44000
Q1	44150
median	44230
Q3	44770
95-th percentile	44825
Maximum	44825
Range	825
Interquartile range (IQR)	620

Descriptive statistics

Standard deviation	305.39853
Coefficient of variation (CV)	0.0068759898
Kurtosis	-1.7303773
Mean	44415.21
Median Absolute Deviation (MAD)	100
Skewness	0.30647435
Sum	4.441521 × 10⁸
Variance	93268.262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
44710	634	6.3%
44770	590	5.9%
44150	584	5.8%
44180	579	5.8%
44230	573	5.7%
44000	571	5.7%
44130	570	5.7%
44810	570	5.7%
44200	569	5.7%
44790	567	5.7%
Other values (8)	4193	41.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44000	571	5.7%
44130	570	5.7%
44131	515	5.1%
44133	497	5.0%
44150	584	5.8%
44180	579	5.8%
44200	569	5.7%
44210	556	5.6%
44230	573	5.7%
44250	556	5.6%

Value	Count	Frequency (%)
44825	563	5.6%
44810	570	5.7%
44800	555	5.5%
44790	567	5.7%
44770	590	5.9%
44760	555	5.5%
44710	634	6.3%
44270	396	4.0%
44250	556	5.6%
44230	573	5.7%

지역명
Categorical

HIGH CORRELATION

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

금산군	634
서천군	590
공주시	584
보령시	579
논산시	573
Other values (13)	7040

Length

Max length	3
Median length	3
Mean length	2.9429
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	태안군
2nd row	서북구
3rd row	충남
4th row	보령시
5th row	부여군

Common Values

Value	Count	Frequency (%)
금산군	634	6.3%
서천군	590	5.9%
공주시	584	5.8%
보령시	579	5.8%
논산시	573	5.7%
충남	571	5.7%
천안시	570	5.7%
예산군	570	5.7%
아산시	569	5.7%
청양군	567	5.7%
Other values (8)	4193	41.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
금산군	634	6.3%
서천군	590	5.9%
공주시	584	5.8%
보령시	579	5.8%
논산시	573	5.7%
충남	571	5.7%
천안시	570	5.7%
예산군	570	5.7%
아산시	569	5.7%
청양군	567	5.7%
Other values (8)	4193	41.9%

조사분기
Real number (ℝ)

Distinct	213
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	201494.24

Minimum	200601
Maximum	202309
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	200601
5-th percentile	200701
Q1	201102
median	201507
Q3	201911
95-th percentile	202212
Maximum	202309
Range	1708
Interquartile range (IQR)	809

Descriptive statistics

Standard deviation	506.59709
Coefficient of variation (CV)	0.0025142013
Kurtosis	-1.1763768
Mean	201494.24
Median Absolute Deviation (MAD)	404
Skewness	-0.109007
Sum	2.0149424 × 10⁹
Variance	256640.61
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202005	70	0.7%
202101	68	0.7%
202204	65	0.7%
201211	64	0.6%
201903	64	0.6%
201901	63	0.6%
202001	61	0.6%
202009	61	0.6%
202109	60	0.6%
202011	60	0.6%
Other values (203)	9364	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200601	42	0.4%
200602	32	0.3%
200603	36	0.4%
200604	44	0.4%
200605	41	0.4%
200606	43	0.4%
200607	47	0.5%
200608	43	0.4%
200609	35	0.4%
200610	38	0.4%

Value	Count	Frequency (%)
202309	47	0.5%
202308	50	0.5%
202307	49	0.5%
202306	55	0.5%
202305	56	0.6%
202304	50	0.5%
202303	55	0.5%
202302	47	0.5%
202301	48	0.5%
202212	45	0.4%

합계_건수
Real number (ℝ)

HIGH CORRELATION

Distinct	2346
Distinct (%)	23.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	804.7772

Minimum	0
Maximum	25927
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	18
Q1	81
median	285.5
Q3	730
95-th percentile	3152
Maximum	25927
Range	25927
Interquartile range (IQR)	649

Descriptive statistics

Standard deviation	1796.1586
Coefficient of variation (CV)	2.2318706
Kurtosis	40.452786
Mean	804.7772
Median Absolute Deviation (MAD)	232.5
Skewness	5.6076087
Sum	8047772
Variance	3226185.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	49	0.5%
54	46	0.5%
66	44	0.4%
15	43	0.4%
58	42	0.4%
64	42	0.4%
60	42	0.4%
53	41	0.4%
17	40	0.4%
72	40	0.4%
Other values (2336)	9571	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	17	0.2%
2	17	0.2%
3	28	0.3%
4	21	0.2%
5	32	0.3%
6	28	0.3%
7	24	0.2%
8	20	0.2%
9	23	0.2%

Value	Count	Frequency (%)
25927	1	< 0.1%
23450	1	< 0.1%
21064	1	< 0.1%
20906	1	< 0.1%
20109	1	< 0.1%
19191	1	< 0.1%
18895	1	< 0.1%
18555	1	< 0.1%
18388	1	< 0.1%
18183	1	< 0.1%

규모1_건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1457
Distinct (%)	14.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	329.4596

Minimum	0
Maximum	17431
Zeros	3003
Zeros (%)	30.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	14
Q3	186
95-th percentile	1513.15
Maximum	17431
Range	17431
Interquartile range (IQR)	186

Descriptive statistics

Standard deviation	1076.0568
Coefficient of variation (CV)	3.2661269
Kurtosis	55.181084
Mean	329.4596
Median Absolute Deviation (MAD)	14
Skewness	6.6212429
Sum	3294596
Variance	1157898.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3003	30.0%
1	704	7.0%
2	322	3.2%
3	212	2.1%
4	141	1.4%
5	126	1.3%
6	86	0.9%
8	74	0.7%
10	70	0.7%
7	67	0.7%
Other values (1447)	5195	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3003	30.0%
1	704	7.0%
2	322	3.2%
3	212	2.1%
4	141	1.4%
5	126	1.3%
6	86	0.9%
7	67	0.7%
8	74	0.7%
9	59	0.6%

Value	Count	Frequency (%)
17431	1	< 0.1%
14420	1	< 0.1%
14232	1	< 0.1%
13482	1	< 0.1%
13354	1	< 0.1%
12749	1	< 0.1%
12622	1	< 0.1%
12276	1	< 0.1%
12174	1	< 0.1%
11816	1	< 0.1%

규모2_건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	736
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.9222

Minimum	0
Maximum	2422
Zeros	343
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	7
median	32
Q3	100
95-th percentile	375.2
Maximum	2422
Range	2422
Interquartile range (IQR)	93

Descriptive statistics

Standard deviation	223.81059
Coefficient of variation (CV)	2.2398485
Kurtosis	32.72576
Mean	99.9222
Median Absolute Deviation (MAD)	29
Skewness	5.2705218
Sum	999222
Variance	50091.181
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	355	3.5%
4	345	3.5%
0	343	3.4%
6	338	3.4%
3	330	3.3%
2	300	3.0%
7	285	2.9%
1	266	2.7%
8	263	2.6%
9	246	2.5%
Other values (726)	6929	69.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	343	3.4%
1	266	2.7%
2	300	3.0%
3	330	3.3%
4	345	3.5%
5	355	3.5%
6	338	3.4%
7	285	2.9%
8	263	2.6%
9	246	2.5%

Value	Count	Frequency (%)
2422	1	< 0.1%
2420	1	< 0.1%
2217	1	< 0.1%
2201	1	< 0.1%
2195	1	< 0.1%
2178	1	< 0.1%
2092	1	< 0.1%
2062	1	< 0.1%
2052	1	< 0.1%
2025	1	< 0.1%

규모3_건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	930
Distinct (%)	9.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.7814

Minimum	0
Maximum	4268
Zeros	180
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	14
median	37.5
Q3	79
95-th percentile	640
Maximum	4268
Range	4268
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	266.46646
Coefficient of variation (CV)	2.2623815
Kurtosis	29.939942
Mean	117.7814
Median Absolute Deviation (MAD)	28.5
Skewness	4.7001306
Sum	1177814
Variance	71004.376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	298	3.0%
1	266	2.7%
3	264	2.6%
4	241	2.4%
5	218	2.2%
0	180	1.8%
6	174	1.7%
8	144	1.4%
7	143	1.4%
16	136	1.4%
Other values (920)	7936	79.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	180	1.8%
1	266	2.7%
2	298	3.0%
3	264	2.6%
4	241	2.4%
5	218	2.2%
6	174	1.7%
7	143	1.4%
8	144	1.4%
9	115	1.1%

Value	Count	Frequency (%)
4268	1	< 0.1%
3055	1	< 0.1%
2912	1	< 0.1%
2847	1	< 0.1%
2839	1	< 0.1%
2796	1	< 0.1%
2734	1	< 0.1%
2644	1	< 0.1%
2630	1	< 0.1%
2591	1	< 0.1%

규모4_건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1061
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	162.7301

Minimum	0
Maximum	6362
Zeros	201
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	15
median	52
Q3	112
95-th percentile	867
Maximum	6362
Range	6362
Interquartile range (IQR)	97

Descriptive statistics

Standard deviation	387.77532
Coefficient of variation (CV)	2.3829354
Kurtosis	43.989963
Mean	162.7301
Median Absolute Deviation (MAD)	43
Skewness	5.5183357
Sum	1627301
Variance	150369.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	269	2.7%
2	265	2.6%
3	244	2.4%
4	205	2.1%
5	202	2.0%
0	201	2.0%
6	162	1.6%
7	161	1.6%
8	145	1.5%
11	113	1.1%
Other values (1051)	8033	80.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	201	2.0%
1	269	2.7%
2	265	2.6%
3	244	2.4%
4	205	2.1%
5	202	2.0%
6	162	1.6%
7	161	1.6%
8	145	1.5%
9	111	1.1%

Value	Count	Frequency (%)
6362	1	< 0.1%
5809	1	< 0.1%
5359	1	< 0.1%
5335	1	< 0.1%
5178	1	< 0.1%
4691	1	< 0.1%
4645	1	< 0.1%
4579	1	< 0.1%
4545	1	< 0.1%
4212	1	< 0.1%

규모5_건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	404
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.9869

Minimum	0
Maximum	2001
Zeros	1877
Zeros (%)	18.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	9
Q3	51.25
95-th percentile	132
Maximum	2001
Range	2001
Interquartile range (IQR)	50.25

Descriptive statistics

Standard deviation	156.55445
Coefficient of variation (CV)	3.1958431
Kurtosis	61.829123
Mean	48.9869
Median Absolute Deviation (MAD)	9
Skewness	7.4377753
Sum	489869
Variance	24509.295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1877	18.8%
1	668	6.7%
2	504	5.0%
3	437	4.4%
4	358	3.6%
5	332	3.3%
6	305	3.0%
7	292	2.9%
9	237	2.4%
8	200	2.0%
Other values (394)	4790	47.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1877	18.8%
1	668	6.7%
2	504	5.0%
3	437	4.4%
4	358	3.6%
5	332	3.3%
6	305	3.0%
7	292	2.9%
8	200	2.0%
9	237	2.4%

Value	Count	Frequency (%)
2001	1	< 0.1%
1987	1	< 0.1%
1972	1	< 0.1%
1890	1	< 0.1%
1846	1	< 0.1%
1844	1	< 0.1%
1826	1	< 0.1%
1822	1	< 0.1%
1819	1	< 0.1%
1799	1	< 0.1%

규모6_건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	413
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.0533

Minimum	0
Maximum	951
Zeros	1173
Zeros (%)	11.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	20
95-th percentile	155
Maximum	951
Range	951
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	69.556158
Coefficient of variation (CV)	2.394088
Kurtosis	31.766017
Mean	29.0533
Median Absolute Deviation (MAD)	7
Skewness	4.9774283
Sum	290533
Variance	4838.0591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1173	11.7%
1	764	7.6%
2	626	6.3%
3	493	4.9%
4	489	4.9%
5	455	4.5%
6	393	3.9%
8	357	3.6%
7	355	3.5%
10	300	3.0%
Other values (403)	4595	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1173	11.7%
1	764	7.6%
2	626	6.3%
3	493	4.9%
4	489	4.9%
5	455	4.5%
6	393	3.9%
7	355	3.5%
8	357	3.6%
9	270	2.7%

Value	Count	Frequency (%)
951	1	< 0.1%
810	1	< 0.1%
804	1	< 0.1%
794	1	< 0.1%
756	1	< 0.1%
723	1	< 0.1%
715	1	< 0.1%
702	1	< 0.1%
665	1	< 0.1%
662	1	< 0.1%

규모7_건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	202
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.9619

Minimum	0
Maximum	519
Zeros	2847
Zeros (%)	28.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	9
95-th percentile	38
Maximum	519
Range	519
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	26.600718
Coefficient of variation (CV)	2.6702455
Kurtosis	62.794088
Mean	9.9619
Median Absolute Deviation (MAD)	3
Skewness	6.6447171
Sum	99619
Variance	707.59821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2847	28.5%
1	1140	11.4%
2	812	8.1%
3	629	6.3%
4	522	5.2%
5	433	4.3%
6	406	4.1%
7	344	3.4%
8	324	3.2%
10	254	2.5%
Other values (192)	2289	22.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2847	28.5%
1	1140	11.4%
2	812	8.1%
3	629	6.3%
4	522	5.2%
5	433	4.3%
6	406	4.1%
7	344	3.4%
8	324	3.2%
9	251	2.5%

Value	Count	Frequency (%)
519	1	< 0.1%
475	1	< 0.1%
421	1	< 0.1%
323	1	< 0.1%
315	1	< 0.1%
310	1	< 0.1%
305	1	< 0.1%
304	1	< 0.1%
303	1	< 0.1%
301	1	< 0.1%

규모8_건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	86
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2378

Minimum	0
Maximum	177
Zeros	4840
Zeros (%)	48.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	13
Maximum	177
Range	177
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	8.8509709
Coefficient of variation (CV)	2.7336373
Kurtosis	63.705741
Mean	3.2378
Median Absolute Deviation (MAD)	1
Skewness	6.4917159
Sum	32378
Variance	78.339685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4840	48.4%
1	1409	14.1%
2	930	9.3%
3	690	6.9%
4	528	5.3%
5	344	3.4%
6	261	2.6%
7	169	1.7%
8	114	1.1%
9	76	0.8%
Other values (76)	639	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4840	48.4%
1	1409	14.1%
2	930	9.3%
3	690	6.9%
4	528	5.3%
5	344	3.4%
6	261	2.6%
7	169	1.7%
8	114	1.1%
9	76	0.8%

Value	Count	Frequency (%)
177	1	< 0.1%
168	1	< 0.1%
153	1	< 0.1%
105	1	< 0.1%
99	2	< 0.1%
97	1	< 0.1%
96	1	< 0.1%
94	1	< 0.1%
92	1	< 0.1%
89	1	< 0.1%

규모9_건수
Real number (ℝ)

ZEROS

Distinct	136
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6441

Minimum	0
Maximum	204
Zeros	7163
Zeros (%)	71.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	17
Maximum	204
Range	204
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	14.626901
Coefficient of variation (CV)	4.0138583
Kurtosis	65.255547
Mean	3.6441
Median Absolute Deviation (MAD)	0
Skewness	7.408241
Sum	36441
Variance	213.94623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7163	71.6%
1	519	5.2%
2	433	4.3%
3	321	3.2%
4	232	2.3%
5	150	1.5%
6	130	1.3%
7	111	1.1%
8	78	0.8%
9	64	0.6%
Other values (126)	799	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7163	71.6%
1	519	5.2%
2	433	4.3%
3	321	3.2%
4	232	2.3%
5	150	1.5%
6	130	1.3%
7	111	1.1%
8	78	0.8%
9	64	0.6%

Value	Count	Frequency (%)
204	1	< 0.1%
200	1	< 0.1%
192	1	< 0.1%
179	1	< 0.1%
175	2	< 0.1%
173	1	< 0.1%
172	1	< 0.1%
171	1	< 0.1%
169	2	< 0.1%
168	2	< 0.1%

지역구분 레벨
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	8417
2	1012
0	571

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	8417	84.2%
2	1012	10.1%
0	571	5.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	8417	84.2%
2	1012	10.1%
0	571	5.7%

Heatmap
Table

	번호	지역코드	지역명	조사분기	합계_건수	규모1_건수	규모2_건수	규모3_건수	규모4_건수	규모5_건수	규모6_건수	규모7_건수	규모8_건수	규모9_건수	지역구분 레벨
번호	1.000	0.996	0.981	0.231	0.597	0.465	0.622	0.474	0.579	0.412	0.594	0.385	0.399	0.437	0.868
지역코드	0.996	1.000	1.000	0.121	0.155	0.186	0.186	0.151	0.130	0.044	0.150	0.058	0.106	0.162	0.524
지역명	0.981	1.000	1.000	0.144	0.611	0.485	0.627	0.691	0.578	0.438	0.579	0.591	0.534	0.432	1.000
조사분기	0.231	0.121	0.144	1.000	0.058	0.069	0.088	0.064	0.089	0.081	0.095	0.051	0.038	0.122	0.121
합계_건수	0.597	0.155	0.611	0.058	1.000	0.948	0.909	0.589	0.737	0.813	0.685	0.654	0.572	0.484	0.731
규모1_건수	0.465	0.186	0.485	0.069	0.948	1.000	0.842	0.337	0.452	0.741	0.450	0.542	0.401	0.000	0.557
규모2_건수	0.622	0.186	0.627	0.088	0.909	0.842	1.000	0.611	0.720	0.831	0.708	0.697	0.569	0.522	0.749
규모3_건수	0.474	0.151	0.691	0.064	0.589	0.337	0.611	1.000	0.794	0.529	0.639	0.689	0.548	0.556	0.859
규모4_건수	0.579	0.130	0.578	0.089	0.737	0.452	0.720	0.794	1.000	0.727	0.792	0.549	0.550	0.632	0.696
규모5_건수	0.412	0.044	0.438	0.081	0.813	0.741	0.831	0.529	0.727	1.000	0.698	0.718	0.596	0.380	0.552
규모6_건수	0.594	0.150	0.579	0.095	0.685	0.450	0.708	0.639	0.792	0.698	1.000	0.604	0.554	0.646	0.685
규모7_건수	0.385	0.058	0.591	0.051	0.654	0.542	0.697	0.689	0.549	0.718	0.604	1.000	0.671	0.437	0.772
규모8_건수	0.399	0.106	0.534	0.038	0.572	0.401	0.569	0.548	0.550	0.596	0.554	0.671	1.000	0.508	0.611
규모9_건수	0.437	0.162	0.432	0.122	0.484	0.000	0.522	0.556	0.632	0.380	0.646	0.437	0.508	1.000	0.479
지역구분 레벨	0.868	0.524	1.000	0.121	0.731	0.557	0.749	0.859	0.696	0.552	0.685	0.772	0.611	0.479	1.000

Heatmap
Table

	지역명	지역구분 레벨
지역명	1.000	0.999
지역구분 레벨	0.999	1.000

Heatmap
Table

	번호	지역코드	조사분기	합계_건수	규모1_건수	규모2_건수	규모3_건수	규모4_건수	규모5_건수	규모6_건수	규모7_건수	규모8_건수	규모9_건수	지역명	지역구분 레벨
번호	1.000	0.998	0.030	-0.595	-0.282	-0.570	-0.515	-0.484	-0.330	-0.511	-0.442	-0.381	-0.229	0.903	0.797
지역코드	0.998	1.000	-0.021	-0.595	-0.281	-0.569	-0.518	-0.487	-0.329	-0.510	-0.440	-0.379	-0.233	0.999	0.837
조사분기	0.030	-0.021	1.000	0.112	0.140	0.080	0.082	0.103	0.115	0.038	0.043	0.033	0.022	0.056	0.074
합계_건수	-0.595	-0.595	0.112	1.000	0.712	0.923	0.739	0.760	0.790	0.765	0.746	0.563	0.120	0.286	0.596
규모1_건수	-0.282	-0.281	0.140	0.712	1.000	0.695	0.204	0.233	0.699	0.291	0.438	0.304	-0.297	0.208	0.401
규모2_건수	-0.570	-0.569	0.080	0.923	0.695	1.000	0.697	0.692	0.770	0.718	0.731	0.557	0.084	0.297	0.619
규모3_건수	-0.515	-0.518	0.082	0.739	0.204	0.697	1.000	0.931	0.619	0.863	0.773	0.621	0.383	0.302	0.578
규모4_건수	-0.484	-0.487	0.103	0.760	0.233	0.692	0.931	1.000	0.652	0.878	0.791	0.629	0.367	0.264	0.552
규모5_건수	-0.330	-0.329	0.115	0.790	0.699	0.770	0.619	0.652	1.000	0.659	0.769	0.638	0.081	0.183	0.395
규모6_건수	-0.511	-0.510	0.038	0.765	0.291	0.718	0.863	0.878	0.659	1.000	0.800	0.622	0.378	0.264	0.538
규모7_건수	-0.442	-0.440	0.043	0.746	0.438	0.731	0.773	0.791	0.769	0.800	1.000	0.707	0.273	0.236	0.476
규모8_건수	-0.381	-0.379	0.033	0.563	0.304	0.557	0.621	0.629	0.638	0.622	0.707	1.000	0.400	0.257	0.480
규모9_건수	-0.229	-0.233	0.022	0.120	-0.297	0.084	0.383	0.367	0.081	0.378	0.273	0.400	1.000	0.180	0.328
지역명	0.903	0.999	0.056	0.286	0.208	0.297	0.302	0.264	0.183	0.264	0.236	0.257	0.180	1.000	0.999
지역구분 레벨	0.797	0.837	0.074	0.596	0.401	0.619	0.578	0.552	0.395	0.538	0.476	0.480	0.328	0.999	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

	번호	지역코드	지역명	조사분기	합계_건수	규모1_건수	규모2_건수	규모3_건수	규모4_건수	규모5_건수	규모6_건수	규모7_건수	규모8_건수	규모9_건수	지역구분 레벨
25785	25786	44825	태안군	201905	568	223	72	49	71	91	36	26	0	0	1
4676	4677	44133	서북구	201310	1224	161	317	304	317	16	77	8	6	18	2
1369	1370	44000	충남	202110	9307	111	688	2293	5178	231	566	81	64	95	0
8577	8578	44180	보령시	202006	139	0	15	41	51	11	12	4	1	4	1
19107	19108	44760	부여군	202209	59	0	9	14	23	9	2	0	1	1	1
7540	7541	44180	보령시	201006	193	154	26	2	4	4	3	0	0	0	1
8208	8209	44180	보령시	201605	98	0	9	33	34	5	6	2	3	6	1
3946	3947	44131	동남구	201807	1032	0	84	206	712	2	23	4	0	1	2
20341	20342	44770	서천군	201903	403	158	53	38	60	75	15	4	0	0	1
534	535	44000	충남	201107	4421	11	799	1419	1447	132	418	81	21	93	0

	번호	지역코드	지역명	조사분기	합계_건수	규모1_건수	규모2_건수	규모3_건수	규모4_건수	규모5_건수	규모6_건수	규모7_건수	규모8_건수	규모9_건수	지역구분 레벨
20454	20455	44770	서천군	202006	196	174	15	3	2	1	1	0	0	0	1
19996	19997	44770	서천군	201501	66	52	9	1	1	1	2	0	0	0	1
20507	20508	44770	서천군	202011	48	0	3	13	18	3	6	2	1	2	1
25093	25094	44810	예산군	202005	548	244	75	62	74	72	11	7	3	0	1
4410	4411	44131	동남구	202306	622	8	77	161	277	46	31	6	3	13	2
8726	8727	44180	보령시	202203	123	0	20	38	43	3	8	3	4	4	1
18805	18806	44760	부여군	201905	76	0	6	23	24	13	5	3	2	0	1
22676	22677	44800	홍성군	201012	95	0	5	19	62	1	3	2	0	3	1
12980	12981	44230	논산시	201709	174	3	8	48	74	15	10	6	1	9	1
19736	19737	44770	서천군	201109	65	0	1	18	29	3	11	1	1	1	1

Overview

Variables

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample