gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	23
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.9 KiB
Average record size in memory	175.7 B

Variable types

Text	1
Numeric	18

Dataset

Description	경상북도 시군의 농기계(트랙트, 스피드스프레이어, 보행형동력경운기, 보행형동력이양기, 콤바인, 보행관리기) 등의 현황입니다.
Author	경상북도
URL	https://www.data.go.kr/data/15044809/fileData.do

Alerts

`동력경운기` is highly overall correlated with `농용트랙터 (소형)` and 14 other fields	High correlation
`농용트랙터 (소형)` is highly overall correlated with `동력경운기` and 12 other fields	High correlation
`농용트랙터 (중형)` is highly overall correlated with `동력경운기` and 12 other fields	High correlation
`농용트랙터 (대형)` is highly overall correlated with `동력경운기` and 13 other fields	High correlation
`스피드스 프레이어` is highly overall correlated with `동력경운기` and 3 other fields	High correlation
`동력이앙기(보행형)` is highly overall correlated with `동력경운기` and 12 other fields	High correlation
`동력이앙기(승용형)` is highly overall correlated with `동력경운기` and 12 other fields	High correlation
`관리기(보행형)` is highly overall correlated with `동력경운기` and 10 other fields	High correlation
`콤바인(3조이하)` is highly overall correlated with `동력경운기` and 8 other fields	High correlation
`콤바인(4조)` is highly overall correlated with `동력경운기` and 11 other fields	High correlation
`콤바인(5조이상)` is highly overall correlated with `동력경운기` and 11 other fields	High correlation
`곡물건조기` is highly overall correlated with `동력경운기` and 11 other fields	High correlation
`농산물건조기` is highly overall correlated with `동력경운기` and 4 other fields	High correlation
`파종기` is highly overall correlated with `동력경운기` and 11 other fields	High correlation
`정식기` is highly overall correlated with `동력경운기` and 10 other fields	High correlation
`수확기` is highly overall correlated with `동력경운기` and 3 other fields	High correlation
`농업용멀티콥터` is highly overall correlated with `농용트랙터 (소형)` and 8 other fields	High correlation
`기종별구 별` has unique values	Unique
`동력경운기` has unique values	Unique
`농용트랙터 (소형)` has unique values	Unique
`농용트랙터 (중형)` has unique values	Unique
`스피드스 프레이어` has unique values	Unique
`동력이앙기(보행형)` has unique values	Unique
`동력이앙기(승용형)` has unique values	Unique
`관리기(보행형)` has unique values	Unique
`관리기(승용형)` has unique values	Unique
`콤바인(4조)` has unique values	Unique
`콤바인(5조이상)` has unique values	Unique
`곡물건조기` has unique values	Unique
`농산물건조기` has unique values	Unique
`농용트랙터 (소형)` has 1 (4.3%) zeros	Zeros
`농용트랙터 (대형)` has 1 (4.3%) zeros	Zeros
`스피드스 프레이어` has 1 (4.3%) zeros	Zeros
`동력이앙기(보행형)` has 1 (4.3%) zeros	Zeros
`동력이앙기(승용형)` has 1 (4.3%) zeros	Zeros
`관리기(승용형)` has 1 (4.3%) zeros	Zeros
`콤바인(3조이하)` has 1 (4.3%) zeros	Zeros
`콤바인(4조)` has 1 (4.3%) zeros	Zeros
`콤바인(5조이상)` has 1 (4.3%) zeros	Zeros
`곡물건조기` has 1 (4.3%) zeros	Zeros
`파종기` has 1 (4.3%) zeros	Zeros
`정식기` has 3 (13.0%) zeros	Zeros
`수확기` has 1 (4.3%) zeros	Zeros
`농업용멀티콥터` has 7 (30.4%) zeros	Zeros

Reproduction

Analysis started	2024-01-06 12:59:55.072298
Analysis finished	2024-01-06 13:01:55.196836
Duration	2 minutes and 0.12 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기종별구 별
Text

UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	316.0 B

Length

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

Characters and Unicode

Total characters	69
Distinct characters	34
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	23 ?
Unique (%)	100.0%

Sample

1st row	포항시
2nd row	경주시
3rd row	김천시
4th row	안동시
5th row	구미시

Value	Count	Frequency (%)
포항시	1	4.3%
청송군	1	4.3%
울진군	1	4.3%
봉화군	1	4.3%
예천군	1	4.3%
칠곡군	1	4.3%
성주군	1	4.3%
고령군	1	4.3%
청도군	1	4.3%
영덕군	1	4.3%
Other values (13)	13	56.5%

Most occurring characters

Value	Count	Frequency (%)
군	14	20.3%
시	10	14.5%
주	4	5.8%
영	4	5.8%
경	3	4.3%
천	3	4.3%
청	2	2.9%
울	2	2.9%
성	2	2.9%
포	1	1.4%
Other values (24)	24	34.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	69	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	14	20.3%
시	10	14.5%
주	4	5.8%
영	4	5.8%
경	3	4.3%
천	3	4.3%
청	2	2.9%
울	2	2.9%
성	2	2.9%
포	1	1.4%
Other values (24)	24	34.8%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	69	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	14	20.3%
시	10	14.5%
주	4	5.8%
영	4	5.8%
경	3	4.3%
천	3	4.3%
청	2	2.9%
울	2	2.9%
성	2	2.9%
포	1	1.4%
Other values (24)	24	34.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	69	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	14	20.3%
시	10	14.5%
주	4	5.8%
영	4	5.8%
경	3	4.3%
천	3	4.3%
청	2	2.9%
울	2	2.9%
성	2	2.9%
포	1	1.4%
Other values (24)	24	34.8%

동력경운기
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5259.6522

Minimum	34
Maximum	10598
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	34
5-th percentile	2276.6
Q1	3245.5
median	5044
Q3	6942
95-th percentile	10036.2
Maximum	10598
Range	10564
Interquartile range (IQR)	3696.5

Descriptive statistics

Standard deviation	2773.8293
Coefficient of variation (CV)	0.52737886
Kurtosis	-0.49261515
Mean	5259.6522
Median Absolute Deviation (MAD)	1946
Skewness	0.40449842
Sum	120972
Variance	7694129.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
4628	1	4.3%
8616	1	4.3%
34	1	4.3%
2426	1	4.3%
3417	1	4.3%
5368	1	4.3%
2572	1	4.3%
5044	1	4.3%
2929	1	4.3%
5687	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34	1	4.3%
2260	1	4.3%
2426	1	4.3%
2572	1	4.3%
2929	1	4.3%
3098	1	4.3%
3393	1	4.3%
3417	1	4.3%
3840	1	4.3%
4628	1	4.3%

Value	Count	Frequency (%)
10598	1	4.3%
10147	1	4.3%
9039	1	4.3%
8617	1	4.3%
8616	1	4.3%
8197	1	4.3%
5687	1	4.3%
5539	1	4.3%
5430	1	4.3%
5368	1	4.3%

농용트랙터 (소형)
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	606.21739

Minimum	0
Maximum	1450
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	165.9
Q1	309.5
median	555
Q3	818
95-th percentile	1309.7
Maximum	1450
Range	1450
Interquartile range (IQR)	508.5

Descriptive statistics

Standard deviation	398.59879
Coefficient of variation (CV)	0.65751791
Kurtosis	-0.28440531
Mean	606.21739
Median Absolute Deviation (MAD)	249
Skewness	0.79325112
Sum	13943
Variance	158881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
689	1	4.3%
1289	1	4.3%
0	1	4.3%
306	1	4.3%
301	1	4.3%
566	1	4.3%
273	1	4.3%
897	1	4.3%
383	1	4.3%
570	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
154	1	4.3%
273	1	4.3%
290	1	4.3%
301	1	4.3%
306	1	4.3%
313	1	4.3%
345	1	4.3%
369	1	4.3%
383	1	4.3%

Value	Count	Frequency (%)
1450	1	4.3%
1312	1	4.3%
1289	1	4.3%
1191	1	4.3%
907	1	4.3%
897	1	4.3%
739	1	4.3%
689	1	4.3%
647	1	4.3%
570	1	4.3%

농용트랙터 (중형)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1262.6087

Minimum	6
Maximum	3036
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	6
5-th percentile	480.3
Q1	583
median	1129
Q3	1797
95-th percentile	2431.4
Maximum	3036
Range	3030
Interquartile range (IQR)	1214

Descriptive statistics

Standard deviation	771.54531
Coefficient of variation (CV)	0.61107238
Kurtosis	-0.31093916
Mean	1262.6087
Median Absolute Deviation (MAD)	598
Skewness	0.57228695
Sum	29040
Variance	595282.16
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1279	1	4.3%
2068	1	4.3%
6	1	4.3%
483	1	4.3%
1067	1	4.3%
1985	1	4.3%
635	1	4.3%
1880	1	4.3%
1411	1	4.3%
850	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	4.3%
480	1	4.3%
483	1	4.3%
498	1	4.3%
522	1	4.3%
531	1	4.3%
635	1	4.3%
836	1	4.3%
850	1	4.3%
954	1	4.3%

Value	Count	Frequency (%)
3036	1	4.3%
2437	1	4.3%
2381	1	4.3%
2068	1	4.3%
1985	1	4.3%
1880	1	4.3%
1714	1	4.3%
1677	1	4.3%
1411	1	4.3%
1279	1	4.3%

농용트랙터 (대형)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	440.34783

Minimum	0
Maximum	1353
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	117.4
Q1	213.5
median	394
Q3	541
95-th percentile	1020.1
Maximum	1353
Range	1353
Interquartile range (IQR)	327.5

Descriptive statistics

Standard deviation	325.56463
Coefficient of variation (CV)	0.73933516
Kurtosis	1.6357284
Mean	440.34783
Median Absolute Deviation (MAD)	171
Skewness	1.2815716
Sum	10128
Variance	105992.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
267	2	8.7%
546	1	4.3%
121	1	4.3%
0	1	4.3%
435	1	4.3%
904	1	4.3%
144	1	4.3%
199	1	4.3%
328	1	4.3%
277	1	4.3%
Other values (12)	12	52.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
117	1	4.3%
121	1	4.3%
144	1	4.3%
199	1	4.3%
204	1	4.3%
223	1	4.3%
267	2	8.7%
277	1	4.3%
328	1	4.3%

Value	Count	Frequency (%)
1353	1	4.3%
1033	1	4.3%
904	1	4.3%
787	1	4.3%
642	1	4.3%
546	1	4.3%
536	1	4.3%
455	1	4.3%
451	1	4.3%
445	1	4.3%

스피드스 프레이어
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1135.2174

Minimum	0
Maximum	2762
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	17.6
Q1	345.5
median	955
Q3	1854
95-th percentile	2734.4
Maximum	2762
Range	2762
Interquartile range (IQR)	1508.5

Descriptive statistics

Standard deviation	944.40452
Coefficient of variation (CV)	0.83191513
Kurtosis	-1.1066422
Mean	1135.2174
Median Absolute Deviation (MAD)	712
Skewness	0.53373548
Sum	26110
Variance	891899.91
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1120	1	4.3%
498	1	4.3%
0	1	4.3%
12	1	4.3%
955	1	4.3%
606	1	4.3%
146	1	4.3%
240	1	4.3%
68	1	4.3%
1289	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
12	1	4.3%
68	1	4.3%
146	1	4.3%
240	1	4.3%
243	1	4.3%
448	1	4.3%
498	1	4.3%
606	1	4.3%
642	1	4.3%

Value	Count	Frequency (%)
2762	1	4.3%
2752	1	4.3%
2576	1	4.3%
2334	1	4.3%
2306	1	4.3%
2300	1	4.3%
1408	1	4.3%
1380	1	4.3%
1354	1	4.3%
1289	1	4.3%

동력이앙기(보행형)
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	879.26087

Minimum	0
Maximum	3126
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	185.8
Q1	493.5
median	791
Q3	1134
95-th percentile	1712.7
Maximum	3126
Range	3126
Interquartile range (IQR)	640.5

Descriptive statistics

Standard deviation	654.06333
Coefficient of variation (CV)	0.74387858
Kurtosis	5.5348156
Mean	879.26087
Median Absolute Deviation (MAD)	361
Skewness	1.895493
Sum	20223
Variance	427798.84
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
823	1	4.3%
3126	1	4.3%
0	1	4.3%
382	1	4.3%
557	1	4.3%
919	1	4.3%
675	1	4.3%
781	1	4.3%
791	1	4.3%
1088	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
181	1	4.3%
229	1	4.3%
308	1	4.3%
382	1	4.3%
430	1	4.3%
557	1	4.3%
575	1	4.3%
648	1	4.3%
675	1	4.3%

Value	Count	Frequency (%)
3126	1	4.3%
1725	1	4.3%
1602	1	4.3%
1236	1	4.3%
1182	1	4.3%
1180	1	4.3%
1088	1	4.3%
919	1	4.3%
898	1	4.3%
887	1	4.3%

동력이앙기(승용형)
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	732.08696

Minimum	0
Maximum	1914
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	71.6
Q1	345
median	601
Q3	973.5
95-th percentile	1902.3
Maximum	1914
Range	1914
Interquartile range (IQR)	628.5

Descriptive statistics

Standard deviation	569.0742
Coefficient of variation (CV)	0.77733143
Kurtosis	0.10495521
Mean	732.08696
Median Absolute Deviation (MAD)	285
Skewness	0.98996073
Sum	16838
Variance	323845.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1031	1	4.3%
1815	1	4.3%
0	1	4.3%
431	1	4.3%
532	1	4.3%
1360	1	4.3%
322	1	4.3%
437	1	4.3%
621	1	4.3%
363	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
66	1	4.3%
122	1	4.3%
261	1	4.3%
322	1	4.3%
327	1	4.3%
363	1	4.3%
431	1	4.3%
437	1	4.3%
452	1	4.3%

Value	Count	Frequency (%)
1914	1	4.3%
1912	1	4.3%
1815	1	4.3%
1360	1	4.3%
1213	1	4.3%
1031	1	4.3%
916	1	4.3%
886	1	4.3%
647	1	4.3%
621	1	4.3%

관리기(보행형)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4862.7391

Minimum	182
Maximum	10283
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	182
5-th percentile	1369.3
Q1	2945
median	4470
Q3	6325
95-th percentile	9245.5
Maximum	10283
Range	10101
Interquartile range (IQR)	3380

Descriptive statistics

Standard deviation	2698.0343
Coefficient of variation (CV)	0.55483839
Kurtosis	-0.5290876
Mean	4862.7391
Median Absolute Deviation (MAD)	1614
Skewness	0.42963952
Sum	111843
Variance	7279389.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
3691	1	4.3%
6026	1	4.3%
182	1	4.3%
1301	1	4.3%
4738	1	4.3%
4470	1	4.3%
2242	1	4.3%
5963	1	4.3%
2348	1	4.3%
4654	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
182	1	4.3%
1301	1	4.3%
1984	1	4.3%
2242	1	4.3%
2348	1	4.3%
2856	1	4.3%
3034	1	4.3%
3667	1	4.3%
3691	1	4.3%
4168	1	4.3%

Value	Count	Frequency (%)
10283	1	4.3%
9291	1	4.3%
8836	1	4.3%
8487	1	4.3%
7911	1	4.3%
6624	1	4.3%
6026	1	4.3%
5963	1	4.3%
4798	1	4.3%
4738	1	4.3%

관리기(승용형)
Real number (ℝ)

UNIQUE ZEROS

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	274.6087

Minimum	0
Maximum	741
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	35.4
Q1	93.5
median	227
Q3	369
95-th percentile	665.5
Maximum	741
Range	741
Interquartile range (IQR)	275.5

Descriptive statistics

Standard deviation	218.52454
Coefficient of variation (CV)	0.79576702
Kurtosis	-0.44568643
Mean	274.6087
Median Absolute Deviation (MAD)	136
Skewness	0.70432137
Sum	6316
Variance	47752.976
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
221	1	4.3%
48	1	4.3%
0	1	4.3%
321	1	4.3%
174	1	4.3%
400	1	4.3%
325	1	4.3%
119	1	4.3%
96	1	4.3%
343	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
35	1	4.3%
39	1	4.3%
48	1	4.3%
75	1	4.3%
91	1	4.3%
96	1	4.3%
99	1	4.3%
119	1	4.3%
174	1	4.3%

Value	Count	Frequency (%)
741	1	4.3%
672	1	4.3%
607	1	4.3%
590	1	4.3%
400	1	4.3%
382	1	4.3%
356	1	4.3%
355	1	4.3%
343	1	4.3%
325	1	4.3%

콤바인(3조이하)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.26087

Minimum	0
Maximum	425
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	22.1
Q1	40.5
median	80
Q3	187
95-th percentile	272.5
Maximum	425
Range	425
Interquartile range (IQR)	146.5

Descriptive statistics

Standard deviation	101.71539
Coefficient of variation (CV)	0.86742821
Kurtosis	2.3882891
Mean	117.26087
Median Absolute Deviation (MAD)	47
Skewness	1.4654354
Sum	2697
Variance	10346.02
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
80	2	8.7%
202	1	4.3%
32	1	4.3%
0	1	4.3%
36	1	4.3%
72	1	4.3%
55	1	4.3%
84	1	4.3%
277	1	4.3%
149	1	4.3%
Other values (12)	12	52.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
21	1	4.3%
32	1	4.3%
33	1	4.3%
36	1	4.3%
38	1	4.3%
43	1	4.3%
55	1	4.3%
72	1	4.3%
74	1	4.3%

Value	Count	Frequency (%)
425	1	4.3%
277	1	4.3%
232	1	4.3%
204	1	4.3%
202	1	4.3%
195	1	4.3%
179	1	4.3%
149	1	4.3%
96	1	4.3%
90	1	4.3%

콤바인(4조)
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	275.3913

Minimum	0
Maximum	886
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	39.4
Q1	105.5
median	214
Q3	349
95-th percentile	656.6
Maximum	886
Range	886
Interquartile range (IQR)	243.5

Descriptive statistics

Standard deviation	224.84009
Coefficient of variation (CV)	0.81643861
Kurtosis	1.1982912
Mean	275.3913
Median Absolute Deviation (MAD)	122
Skewness	1.2177612
Sum	6334
Variance	50553.067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
644	1	4.3%
886	1	4.3%
0	1	4.3%
185	1	4.3%
92	1	4.3%
348	1	4.3%
146	1	4.3%
107	1	4.3%
332	1	4.3%
214	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
37	1	4.3%
61	1	4.3%
62	1	4.3%
92	1	4.3%
104	1	4.3%
107	1	4.3%
146	1	4.3%
185	1	4.3%
201	1	4.3%

Value	Count	Frequency (%)
886	1	4.3%
658	1	4.3%
644	1	4.3%
510	1	4.3%
441	1	4.3%
350	1	4.3%
348	1	4.3%
332	1	4.3%
300	1	4.3%
235	1	4.3%

콤바인(5조이상)
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.43478

Minimum	0
Maximum	566
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	18.8
Q1	59.5
median	89
Q3	200.5
95-th percentile	383.2
Maximum	566
Range	566
Interquartile range (IQR)	141

Descriptive statistics

Standard deviation	139.6648
Coefficient of variation (CV)	0.92840764
Kurtosis	2.3349573
Mean	150.43478
Median Absolute Deviation (MAD)	57
Skewness	1.5422458
Sum	3460
Variance	19506.257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
190	1	4.3%
358	1	4.3%
0	1	4.3%
80	1	4.3%
59	1	4.3%
300	1	4.3%
67	1	4.3%
211	1	4.3%
89	1	4.3%
76	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
17	1	4.3%
35	1	4.3%
36	1	4.3%
49	1	4.3%
59	1	4.3%
60	1	4.3%
67	1	4.3%
76	1	4.3%
78	1	4.3%

Value	Count	Frequency (%)
566	1	4.3%
386	1	4.3%
358	1	4.3%
300	1	4.3%
229	1	4.3%
211	1	4.3%
190	1	4.3%
171	1	4.3%
164	1	4.3%
146	1	4.3%

곡물건조기
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	423.47826

Minimum	0
Maximum	1176
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	70.1
Q1	208
median	330
Q3	584
95-th percentile	1008.5
Maximum	1176
Range	1176
Interquartile range (IQR)	376

Descriptive statistics

Standard deviation	308.95614
Coefficient of variation (CV)	0.72956789
Kurtosis	0.42318115
Mean	423.47826
Median Absolute Deviation (MAD)	189
Skewness	0.94150935
Sum	9740
Variance	95453.897
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
507	1	4.3%
878	1	4.3%
0	1	4.3%
349	1	4.3%
287	1	4.3%
777	1	4.3%
145	1	4.3%
271	1	4.3%
326	1	4.3%
138	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
68	1	4.3%
89	1	4.3%
138	1	4.3%
141	1	4.3%
145	1	4.3%
271	1	4.3%
287	1	4.3%
301	1	4.3%
315	1	4.3%

Value	Count	Frequency (%)
1176	1	4.3%
1023	1	4.3%
878	1	4.3%
777	1	4.3%
606	1	4.3%
596	1	4.3%
572	1	4.3%
507	1	4.3%
452	1	4.3%
393	1	4.3%

농산물건조기
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2721.4348

Minimum	67
Maximum	7724
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	67
5-th percentile	625.6
Q1	1409
median	2587
Q3	3610.5
95-th percentile	5899.5
Maximum	7724
Range	7657
Interquartile range (IQR)	2201.5

Descriptive statistics

Standard deviation	1827.6915
Coefficient of variation (CV)	0.67159116
Kurtosis	1.2855864
Mean	2721.4348
Median Absolute Deviation (MAD)	1338
Skewness	1.0419564
Sum	62593
Variance	3340456.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1724	1	4.3%
2417	1	4.3%
67	1	4.3%
925	1	4.3%
4009	1	4.3%
4375	1	4.3%
597	1	4.3%
1025	1	4.3%
883	1	4.3%
2701	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
67	1	4.3%
597	1	4.3%
883	1	4.3%
925	1	4.3%
1025	1	4.3%
1249	1	4.3%
1569	1	4.3%
1724	1	4.3%
1781	1	4.3%
2417	1	4.3%

Value	Count	Frequency (%)
7724	1	4.3%
6032	1	4.3%
4707	1	4.3%
4375	1	4.3%
4236	1	4.3%
4009	1	4.3%
3212	1	4.3%
2921	1	4.3%
2722	1	4.3%
2701	1	4.3%

파종기
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	91.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89.521739

Minimum	0
Maximum	690
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	2.5
Q1	18.5
median	55
Q3	81.5
95-th percentile	201.8
Maximum	690
Range	690
Interquartile range (IQR)	63

Descriptive statistics

Standard deviation	142.78046
Coefficient of variation (CV)	1.594925
Kurtosis	15.317632
Mean	89.521739
Median Absolute Deviation (MAD)	32
Skewness	3.6694043
Sum	2059
Variance	20386.261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
164	2	8.7%
23	2	8.7%
55	1	4.3%
2	1	4.3%
0	1	4.3%
7	1	4.3%
12	1	4.3%
72	1	4.3%
74	1	4.3%
9	1	4.3%
Other values (11)	11	47.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
2	1	4.3%
7	1	4.3%
9	1	4.3%
12	1	4.3%
14	1	4.3%
23	2	8.7%
28	1	4.3%
34	1	4.3%
54	1	4.3%

Value	Count	Frequency (%)
690	1	4.3%
206	1	4.3%
164	2	8.7%
138	1	4.3%
85	1	4.3%
78	1	4.3%
74	1	4.3%
72	1	4.3%
65	1	4.3%
62	1	4.3%

정식기
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	69.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.869565

Minimum	0
Maximum	57
Zeros	3
Zeros (%)	13.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.5
median	5
Q3	17
95-th percentile	40.7
Maximum	57
Range	57
Interquartile range (IQR)	14.5

Descriptive statistics

Standard deviation	14.498603
Coefficient of variation (CV)	1.221494
Kurtosis	3.5743453
Mean	11.869565
Median Absolute Deviation (MAD)	5
Skewness	1.8752837
Sum	273
Variance	210.20949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	3	13.0%
5	2	8.7%
3	2	8.7%
19	2	8.7%
4	2	8.7%
1	2	8.7%
10	1	4.3%
29	1	4.3%
12	1	4.3%
15	1	4.3%
Other values (6)	6	26.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	13.0%
1	2	8.7%
2	1	4.3%
3	2	8.7%
4	2	8.7%
5	2	8.7%
8	1	4.3%
10	1	4.3%
11	1	4.3%
12	1	4.3%

Value	Count	Frequency (%)
57	1	4.3%
42	1	4.3%
29	1	4.3%
23	1	4.3%
19	2	8.7%
15	1	4.3%
12	1	4.3%
11	1	4.3%
10	1	4.3%
8	1	4.3%

수확기
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	87.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102.30435

Minimum	0
Maximum	751
Zeros	1
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8
median	31
Q3	135
95-th percentile	289.8
Maximum	751
Range	751
Interquartile range (IQR)	127

Descriptive statistics

Standard deviation	168.56653
Coefficient of variation (CV)	1.6476967
Kurtosis	9.9140928
Mean	102.30435
Median Absolute Deviation (MAD)	30
Skewness	2.8879431
Sum	2353
Variance	28414.676
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
11	2	8.7%
13	2	8.7%
1	2	8.7%
7	1	4.3%
0	1	4.3%
2	1	4.3%
56	1	4.3%
9	1	4.3%
144	1	4.3%
290	1	4.3%
Other values (10)	10	43.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.3%
1	2	8.7%
2	1	4.3%
6	1	4.3%
7	1	4.3%
9	1	4.3%
11	2	8.7%
13	2	8.7%
31	1	4.3%
54	1	4.3%

Value	Count	Frequency (%)
751	1	4.3%
290	1	4.3%
288	1	4.3%
221	1	4.3%
178	1	4.3%
144	1	4.3%
126	1	4.3%
77	1	4.3%
63	1	4.3%
56	1	4.3%

농업용멀티콥터
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	47.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6521739

Minimum	0
Maximum	20
Zeros	7
Zeros (%)	30.4%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	5.5
95-th percentile	16.9
Maximum	20
Range	20
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	5.9818566
Coefficient of variation (CV)	1.2858196
Kurtosis	1.3902577
Mean	4.6521739
Median Absolute Deviation (MAD)	3
Skewness	1.5597971
Sum	107
Variance	35.782609
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	7	30.4%
3	4	17.4%
4	2	8.7%
6	2	8.7%
1	2	8.7%
5	1	4.3%
16	1	4.3%
13	1	4.3%
2	1	4.3%
17	1	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	30.4%
1	2	8.7%
2	1	4.3%
3	4	17.4%
4	2	8.7%
5	1	4.3%
6	2	8.7%
13	1	4.3%
16	1	4.3%
17	1	4.3%

Value	Count	Frequency (%)
20	1	4.3%
17	1	4.3%
16	1	4.3%
13	1	4.3%
6	2	8.7%
5	1	4.3%
4	2	8.7%
3	4	17.4%
2	1	4.3%
1	2	8.7%

Phik (φk)
Auto

Heatmap
Table

	기종별구 별	동력경운기	농용트랙터 (소형)	농용트랙터 (중형)	농용트랙터 (대형)	스피드스 프레이어	동력이앙기(보행형)	동력이앙기(승용형)	관리기(보행형)	관리기(승용형)	콤바인(3조이하)	콤바인(4조)	콤바인(5조이상)	곡물건조기	농산물건조기	파종기	정식기	수확기	농업용멀티콥터
기종별구 별	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
동력경운기	1.000	1.000	0.801	0.722	0.495	0.680	0.656	0.431	0.759	0.000	0.000	0.000	0.709	0.621	0.485	0.734	0.879	0.714	0.121
농용트랙터 (소형)	1.000	0.801	1.000	0.788	0.843	0.000	0.721	0.873	0.626	0.000	0.342	0.634	0.868	0.819	0.744	0.401	0.498	0.379	0.390
농용트랙터 (중형)	1.000	0.722	0.788	1.000	0.831	0.000	0.688	0.602	0.730	0.000	0.725	0.757	0.746	0.899	0.792	0.865	0.769	0.790	0.811
농용트랙터 (대형)	1.000	0.495	0.843	0.831	1.000	0.000	0.348	0.920	0.000	0.000	0.552	0.836	0.918	0.836	0.872	0.851	0.744	0.504	0.827
스피드스 프레이어	1.000	0.680	0.000	0.000	0.000	1.000	0.000	0.000	0.484	0.608	0.000	0.000	0.000	0.000	0.354	0.000	0.000	0.394	0.000
동력이앙기(보행형)	1.000	0.656	0.721	0.688	0.348	0.000	1.000	0.651	0.432	0.169	0.801	0.744	0.641	0.816	0.000	0.432	0.498	0.000	0.544
동력이앙기(승용형)	1.000	0.431	0.873	0.602	0.920	0.000	0.651	1.000	0.000	0.812	0.000	0.781	0.857	0.787	0.629	0.255	0.592	0.161	0.764
관리기(보행형)	1.000	0.759	0.626	0.730	0.000	0.484	0.432	0.000	1.000	0.635	0.429	0.000	0.000	0.413	0.000	0.782	0.745	0.646	0.000
관리기(승용형)	1.000	0.000	0.000	0.000	0.000	0.608	0.169	0.812	0.635	1.000	0.000	0.000	0.375	0.356	0.786	0.000	0.742	0.522	0.373
콤바인(3조이하)	1.000	0.000	0.342	0.725	0.552	0.000	0.801	0.000	0.429	0.000	1.000	0.934	0.816	0.769	0.000	0.604	0.578	0.331	0.505
콤바인(4조)	1.000	0.000	0.634	0.757	0.836	0.000	0.744	0.781	0.000	0.000	0.934	1.000	0.942	0.854	0.550	0.828	0.768	0.000	0.749
콤바인(5조이상)	1.000	0.709	0.868	0.746	0.918	0.000	0.641	0.857	0.000	0.375	0.816	0.942	1.000	0.898	0.645	0.837	0.892	0.000	0.792
곡물건조기	1.000	0.621	0.819	0.899	0.836	0.000	0.816	0.787	0.413	0.356	0.769	0.854	0.898	1.000	0.801	0.858	0.799	0.550	0.867
농산물건조기	1.000	0.485	0.744	0.792	0.872	0.354	0.000	0.629	0.000	0.786	0.000	0.550	0.645	0.801	1.000	0.803	0.615	0.631	0.706
파종기	1.000	0.734	0.401	0.865	0.851	0.000	0.432	0.255	0.782	0.000	0.604	0.828	0.837	0.858	0.803	1.000	0.917	0.616	0.667
정식기	1.000	0.879	0.498	0.769	0.744	0.000	0.498	0.592	0.745	0.742	0.578	0.768	0.892	0.799	0.615	0.917	1.000	0.619	0.753
수확기	1.000	0.714	0.379	0.790	0.504	0.394	0.000	0.161	0.646	0.522	0.331	0.000	0.000	0.550	0.631	0.616	0.619	1.000	0.000
농업용멀티콥터	1.000	0.121	0.390	0.811	0.827	0.000	0.544	0.764	0.000	0.373	0.505	0.749	0.792	0.867	0.706	0.667	0.753	0.000	1.000

Heatmap
Table

	동력경운기	농용트랙터 (소형)	농용트랙터 (중형)	농용트랙터 (대형)	스피드스 프레이어	동력이앙기(보행형)	동력이앙기(승용형)	관리기(보행형)	관리기(승용형)	콤바인(3조이하)	콤바인(4조)	콤바인(5조이상)	곡물건조기	농산물건조기	파종기	정식기	수확기	농업용멀티콥터
동력경운기	1.000	0.819	0.750	0.680	0.661	0.835	0.693	0.905	0.385	0.532	0.625	0.599	0.611	0.633	0.709	0.505	0.638	0.408
농용트랙터 (소형)	0.819	1.000	0.832	0.709	0.425	0.818	0.769	0.708	0.401	0.711	0.762	0.843	0.704	0.342	0.657	0.517	0.324	0.612
농용트랙터 (중형)	0.750	0.832	1.000	0.827	0.281	0.880	0.900	0.749	0.192	0.688	0.826	0.862	0.796	0.428	0.831	0.671	0.388	0.789
농용트랙터 (대형)	0.680	0.709	0.827	1.000	0.355	0.788	0.952	0.579	0.307	0.624	0.866	0.823	0.905	0.561	0.691	0.602	0.323	0.760
스피드스 프레이어	0.661	0.425	0.281	0.355	1.000	0.342	0.300	0.644	0.283	0.044	0.222	0.135	0.271	0.706	0.310	0.340	0.506	0.194
동력이앙기(보행형)	0.835	0.818	0.880	0.788	0.342	1.000	0.835	0.774	0.241	0.756	0.872	0.750	0.739	0.379	0.765	0.593	0.474	0.576
동력이앙기(승용형)	0.693	0.769	0.900	0.952	0.300	0.835	1.000	0.598	0.252	0.755	0.931	0.879	0.952	0.431	0.745	0.653	0.276	0.778
관리기(보행형)	0.905	0.708	0.749	0.579	0.644	0.774	0.598	1.000	0.262	0.376	0.494	0.470	0.489	0.613	0.710	0.530	0.638	0.420
관리기(승용형)	0.385	0.401	0.192	0.307	0.283	0.241	0.252	0.262	1.000	0.174	0.183	0.324	0.253	0.123	0.241	0.342	0.160	0.063
콤바인(3조이하)	0.532	0.711	0.688	0.624	0.044	0.756	0.755	0.376	0.174	1.000	0.860	0.716	0.698	0.014	0.483	0.462	0.244	0.428
콤바인(4조)	0.625	0.762	0.826	0.866	0.222	0.872	0.931	0.494	0.183	0.860	1.000	0.837	0.889	0.260	0.679	0.571	0.275	0.689
콤바인(5조이상)	0.599	0.843	0.862	0.823	0.135	0.750	0.879	0.470	0.324	0.716	0.837	1.000	0.860	0.242	0.725	0.560	0.087	0.776
곡물건조기	0.611	0.704	0.796	0.905	0.271	0.739	0.952	0.489	0.253	0.698	0.889	0.860	1.000	0.415	0.739	0.612	0.144	0.759
농산물건조기	0.633	0.342	0.428	0.561	0.706	0.379	0.431	0.613	0.123	0.014	0.260	0.242	0.415	1.000	0.467	0.356	0.546	0.355
파종기	0.709	0.657	0.831	0.691	0.310	0.765	0.745	0.710	0.241	0.483	0.679	0.725	0.739	0.467	1.000	0.712	0.349	0.628
정식기	0.505	0.517	0.671	0.602	0.340	0.593	0.653	0.530	0.342	0.462	0.571	0.560	0.612	0.356	0.712	1.000	0.286	0.466
수확기	0.638	0.324	0.388	0.323	0.506	0.474	0.276	0.638	0.160	0.244	0.275	0.087	0.144	0.546	0.349	0.286	1.000	0.148
농업용멀티콥터	0.408	0.612	0.789	0.760	0.194	0.576	0.778	0.420	0.063	0.428	0.689	0.776	0.759	0.355	0.628	0.466	0.148	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

	기종별구 별	동력경운기	농용트랙터 (소형)	농용트랙터 (중형)	농용트랙터 (대형)	스피드스 프레이어	동력이앙기(보행형)	동력이앙기(승용형)	관리기(보행형)	관리기(승용형)	콤바인(3조이하)	콤바인(4조)	콤바인(5조이상)	곡물건조기	농산물건조기	파종기	정식기	수확기	농업용멀티콥터
0	포항시	4628	689	1279	546	1120	823	1031	3691	221	202	644	190	507	1724	55	10	11	4
1	경주시	8616	1289	2068	536	498	3126	1815	6026	48	425	886	358	878	2417	85	2	11	5
2	김천시	8197	1312	1714	451	1354	1602	647	8836	672	195	350	146	452	2587	138	42	77	3
3	안동시	9039	907	2381	642	2300	1182	916	10283	227	74	300	171	596	7724	206	19	221	16
4	구미시	5430	739	1677	787	243	1180	1213	4289	355	204	441	229	606	1569	62	4	13	6
5	영주시	4901	313	1181	394	1408	898	601	6624	91	43	219	60	315	2476	54	8	63	3
6	영천시	8617	397	954	445	2334	887	609	7911	590	80	201	78	330	2921	78	57	178	0
7	상주시	10598	1450	3036	1353	2576	1725	1914	9291	356	232	510	566	1176	4707	164	23	31	13
8	문경시	5192	647	1129	455	1380	648	886	3667	607	90	235	164	572	3212	34	11	6	1
9	경산시	5539	555	531	117	2306	430	261	4798	741	38	61	36	89	1781	14	0	288	0

	기종별구 별	동력경운기	농용트랙터 (소형)	농용트랙터 (중형)	농용트랙터 (대형)	스피드스 프레이어	동력이앙기(보행형)	동력이앙기(승용형)	관리기(보행형)	관리기(승용형)	콤바인(3조이하)	콤바인(4조)	콤바인(5조이상)	곡물건조기	농산물건조기	파종기	정식기	수확기	농업용멀티콥터
13	영양군	3098	154	498	204	448	229	66	3034	35	21	37	17	68	4236	28	0	126	0
14	영덕군	2260	369	522	267	642	181	327	1984	382	33	104	93	301	1249	23	1	1	6
15	청도군	5687	570	850	277	1289	1088	363	4654	343	149	214	76	138	2701	9	1	290	0
16	고령군	2929	383	1411	328	68	791	621	2348	96	277	332	89	326	883	23	19	144	4
17	성주군	5044	897	1880	199	240	781	437	5963	119	84	107	211	271	1025	74	12	9	3
18	칠곡군	2572	273	635	144	146	675	322	2242	325	55	146	67	145	597	72	5	1	0
19	예천군	5368	566	1985	904	606	919	1360	4470	400	72	348	300	777	4375	164	29	56	20
20	봉화군	3417	301	1067	435	955	557	532	4738	174	36	92	59	287	4009	12	3	13	3
21	울진군	2426	306	483	267	12	382	431	1301	321	80	185	80	349	925	7	3	2	0
22	울릉군	34	0	6	0	0	0	0	182	0	0	0	0	0	67	0	0	0	0

Overview

Variables

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

Interactions

Correlations

Missing values

Sample