gimi9 Pandas Profiling

Dataset statistics

Number of variables	18
Number of observations	25
Missing cells	2
Missing cells (%)	0.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.9 KiB
Average record size in memory	159.3 B

Variable types

Text	7
Numeric	10
DateTime	1

Dataset

Description	농기계 임대 정보 현황(제공표준)
Author	경기도
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=7PV1MDI984K6DC3IL5R421552415&infSeq=1

Alerts

`트랙터및작업기보유대수` is highly overall correlated with `땅속작물수확기보유대수` and 1 other fields	High correlation
`경운기및작업기보유대수` is highly overall correlated with `관리기및작업기보유대수` and 2 other fields	High correlation
`관리기및작업기보유대수` is highly overall correlated with `경운기및작업기보유대수` and 1 other fields	High correlation
`땅속작물수확기보유대수` is highly overall correlated with `트랙터및작업기보유대수` and 3 other fields	High correlation
`탈곡기및정선작업기보유대수` is highly overall correlated with `트랙터및작업기보유대수` and 2 other fields	High correlation
`자주형파종기보유대수` is highly overall correlated with `이앙작업기보유대수`	High correlation
`이앙작업기보유대수` is highly overall correlated with `자주형파종기보유대수` and 1 other fields	High correlation
`벼수확및운반작업기보유대수` is highly overall correlated with `이앙작업기보유대수`	High correlation
`기타임대농기계보유정보` has 2 (8.0%) missing values	Missing
`사업소명` has unique values	Unique
`사업소전화번호` has unique values	Unique
`소재지도로명주소` has unique values	Unique
`소재지지번주소` has unique values	Unique
`위도` has unique values	Unique
`경도` has unique values	Unique
`경운기및작업기보유대수` has 2 (8.0%) zeros	Zeros
`자주형파종기보유대수` has 12 (48.0%) zeros	Zeros
`이앙작업기보유대수` has 14 (56.0%) zeros	Zeros
`벼수확및운반작업기보유대수` has 11 (44.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-10 21:09:45.515960
Analysis finished	2024-05-10 21:10:14.997581
Duration	29.48 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

사업소명
Text

UNIQUE

Distinct	25
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	332.0 B

Length

Max length	21
Median length	18
Mean length	15.24
Min length	4

Characters and Unicode

Total characters	381
Distinct characters	50
Distinct categories	4 ?
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	25 ?
Unique (%)	100.0%

Sample

1st row	양평군농업기술센터 본소
2nd row	수원시 농업기술센터 농기계 임대사업소
3rd row	안성시농기계임대사업소 동부분소
4th row	이천시 농기계임대사업소
5th row	이천시 농기계임대사업소(남부분소)

Value	Count	Frequency (%)
본소	4	7.4%
안성시농기계임대사업소	4	7.4%
농기계임대사업소	4	7.4%
농업기계	3	5.6%
농업기술센터	3	5.6%
파주시농기계임대사업소	2	3.7%
임대사업소	2	3.7%
평택시농업기술센터	2	3.7%
이천시	2	3.7%
연천군	2	3.7%
Other values (26)	26	48.1%

Most occurring characters

Value	Count	Frequency (%)
소	32	8.4%
업	32	8.4%
기	31	8.1%
농	30	7.9%
	29	7.6%
계	22	5.8%
대	21	5.5%
시	20	5.2%
임	20	5.2%
사	19	5.0%
Other values (40)	125	32.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	344	90.3%
Space Separator	29	7.6%
Open Punctuation	4	1.0%
Close Punctuation	4	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
소	32	9.3%
업	32	9.3%
기	31	9.0%
농	30	8.7%
계	22	6.4%
대	21	6.1%
시	20	5.8%
임	20	5.8%
사	19	5.5%
술	8	2.3%
Other values (37)	109	31.7%

Space Separator

Value	Count	Frequency (%)
	29	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	344	90.3%
Common	37	9.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
소	32	9.3%
업	32	9.3%
기	31	9.0%
농	30	8.7%
계	22	6.4%
대	21	6.1%
시	20	5.8%
임	20	5.8%
사	19	5.5%
술	8	2.3%
Other values (37)	109	31.7%

Common

Value	Count	Frequency (%)
	29	78.4%
(	4	10.8%
)	4	10.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	344	90.3%
ASCII	37	9.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
소	32	9.3%
업	32	9.3%
기	31	9.0%
농	30	8.7%
계	22	6.4%
대	21	6.1%
시	20	5.8%
임	20	5.8%
사	19	5.5%
술	8	2.3%
Other values (37)	109	31.7%

ASCII

Value	Count	Frequency (%)
	29	78.4%
(	4	10.8%
)	4	10.8%

사업소전화번호
Text

UNIQUE

Distinct	25
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	332.0 B

Length

Max length	13
Median length	12
Mean length	12.24
Min length	12

Characters and Unicode

Total characters	306
Distinct characters	11
Distinct categories	2 ?
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	25 ?
Unique (%)	100.0%

Sample

1st row	031-770-3591
2nd row	031-228-2564
3rd row	031-678-3035
4th row	031-644-4139
5th row	031-645-3499

Value	Count	Frequency (%)
031-770-3591	1	4.0%
031-678-0711	1	4.0%
031-8024-7483	1	4.0%
031-8024-4585	1	4.0%
031-580-4791	1	4.0%
031-8082-6151	1	4.0%
031-887-3714	1	4.0%
031-538-3766	1	4.0%
031-538-3787	1	4.0%
031-839-4265	1	4.0%
Other values (15)	15	60.0%

Most occurring characters

Value	Count	Frequency (%)
-	50	16.3%
3	45	14.7%
0	41	13.4%
1	37	12.1%
8	24	7.8%
4	24	7.8%
5	22	7.2%
7	19	6.2%
6	18	5.9%
2	14	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	256	83.7%
Dash Punctuation	50	16.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	45	17.6%
0	41	16.0%
1	37	14.5%
8	24	9.4%
4	24	9.4%
5	22	8.6%
7	19	7.4%
6	18	7.0%
2	14	5.5%
9	12	4.7%

Dash Punctuation

Value	Count	Frequency (%)
-	50	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	306	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	50	16.3%
3	45	14.7%
0	41	13.4%
1	37	12.1%
8	24	7.8%
4	24	7.8%
5	22	7.2%
7	19	6.2%
6	18	5.9%
2	14	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	306	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	50	16.3%
3	45	14.7%
0	41	13.4%
1	37	12.1%
8	24	7.8%
4	24	7.8%
5	22	7.2%
7	19	6.2%
6	18	5.9%
2	14	4.6%

소재지도로명주소
Text

UNIQUE

Distinct	25
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	332.0 B

Length

Max length	29
Median length	23
Mean length	21.4
Min length	14

Characters and Unicode

Total characters	535
Distinct characters	110
Distinct categories	4 ?
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	25 ?
Unique (%)	100.0%

Sample

1st row	경기도 양평군 양평읍 농업기술센터길 37
2nd row	경기도 수원시 권선구 온정로45
3rd row	경기도 안성시 죽산면 상삼로 95
4th row	경기도 이천시 모가면 사실로 720
5th row	경기도 이천시 장호원읍 서동대로8759번길 97-80

Value	Count	Frequency (%)
경기도	25	20.2%
안성시	4	3.2%
파주시	2	1.6%
포천시	2	1.6%
연천군	2	1.6%
평택시	2	1.6%
이천시	2	1.6%
서운면	1	0.8%
523-34	1	0.8%
11-88	1	0.8%
Other values (82)	82	66.1%

Most occurring characters

Value	Count	Frequency (%)
	99	18.5%
기	26	4.9%
경	25	4.7%
도	25	4.7%
로	21	3.9%
시	21	3.9%
5	15	2.8%
2	15	2.8%
면	15	2.8%
1	13	2.4%
Other values (100)	260	48.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	326	60.9%
Space Separator	99	18.5%
Decimal Number	99	18.5%
Dash Punctuation	11	2.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	26	8.0%
경	25	7.7%
도	25	7.7%
로	21	6.4%
시	21	6.4%
면	15	4.6%
성	9	2.8%
길	8	2.5%
천	8	2.5%
양	8	2.5%
Other values (88)	160	49.1%

Decimal Number

Value	Count	Frequency (%)
5	15	15.2%
2	15	15.2%
1	13	13.1%
3	11	11.1%
4	9	9.1%
0	9	9.1%
8	8	8.1%
7	7	7.1%
9	7	7.1%
6	5	5.1%

Space Separator

Value	Count	Frequency (%)
	99	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	326	60.9%
Common	209	39.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	26	8.0%
경	25	7.7%
도	25	7.7%
로	21	6.4%
시	21	6.4%
면	15	4.6%
성	9	2.8%
길	8	2.5%
천	8	2.5%
양	8	2.5%
Other values (88)	160	49.1%

Common

Value	Count	Frequency (%)
	99	47.4%
5	15	7.2%
2	15	7.2%
1	13	6.2%
-	11	5.3%
3	11	5.3%
4	9	4.3%
0	9	4.3%
8	8	3.8%
7	7	3.3%
Other values (2)	12	5.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	326	60.9%
ASCII	209	39.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	99	47.4%
5	15	7.2%
2	15	7.2%
1	13	6.2%
-	11	5.3%
3	11	5.3%
4	9	4.3%
0	9	4.3%
8	8	3.8%
7	7	3.3%
Other values (2)	12	5.7%

Hangul

Value	Count	Frequency (%)
기	26	8.0%
경	25	7.7%
도	25	7.7%
로	21	6.4%
시	21	6.4%
면	15	4.6%
성	9	2.8%
길	8	2.5%
천	8	2.5%
양	8	2.5%
Other values (88)	160	49.1%

소재지지번주소
Text

UNIQUE

Distinct	25
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	332.0 B

Length

Max length	25
Median length	24
Mean length	21
Min length	15

Characters and Unicode

Total characters	525
Distinct characters	101
Distinct categories	4 ?
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	25 ?
Unique (%)	100.0%

Sample

1st row	경기도 양평군 양평읍 공흥리 1-1
2nd row	경기도 수원시 권선구 오목천동 40
3rd row	경기도 안성시 죽산면 두현리 456-6번지
4th row	경기도 이천시 모가면 어농리 615-7
5th row	경기도 이천시 장호원읍 진암리 328-5

Value	Count	Frequency (%)
경기도	25	20.2%
안성시	4	3.2%
파주시	2	1.6%
포천시	2	1.6%
이천시	2	1.6%
평택시	2	1.6%
연천군	2	1.6%
서운면	1	0.8%
송산리	1	0.8%
647-1	1	0.8%
Other values (82)	82	66.1%

Most occurring characters

Value	Count	Frequency (%)
	99	18.9%
도	26	5.0%
기	26	5.0%
경	25	4.8%
리	21	4.0%
시	21	4.0%
-	20	3.8%
면	15	2.9%
5	13	2.5%
1	12	2.3%
Other values (91)	247	47.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	318	60.6%
Space Separator	99	18.9%
Decimal Number	88	16.8%
Dash Punctuation	20	3.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	26	8.2%
기	26	8.2%
경	25	7.9%
리	21	6.6%
시	21	6.6%
면	15	4.7%
지	10	3.1%
번	9	2.8%
천	9	2.8%
성	8	2.5%
Other values (79)	148	46.5%

Decimal Number

Value	Count	Frequency (%)
5	13	14.8%
1	12	13.6%
2	11	12.5%
8	10	11.4%
7	9	10.2%
4	7	8.0%
3	7	8.0%
6	7	8.0%
9	7	8.0%
0	5	5.7%

Space Separator

Value	Count	Frequency (%)
	99	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	318	60.6%
Common	207	39.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	26	8.2%
기	26	8.2%
경	25	7.9%
리	21	6.6%
시	21	6.6%
면	15	4.7%
지	10	3.1%
번	9	2.8%
천	9	2.8%
성	8	2.5%
Other values (79)	148	46.5%

Common

Value	Count	Frequency (%)
	99	47.8%
-	20	9.7%
5	13	6.3%
1	12	5.8%
2	11	5.3%
8	10	4.8%
7	9	4.3%
4	7	3.4%
3	7	3.4%
6	7	3.4%
Other values (2)	12	5.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	318	60.6%
ASCII	207	39.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	99	47.8%
-	20	9.7%
5	13	6.3%
1	12	5.8%
2	11	5.3%
8	10	4.8%
7	9	4.3%
4	7	3.4%
3	7	3.4%
6	7	3.4%
Other values (2)	12	5.8%

Hangul

Value	Count	Frequency (%)
도	26	8.2%
기	26	8.2%
경	25	7.9%
리	21	6.6%
시	21	6.6%
면	15	4.7%
지	10	3.1%
번	9	2.8%
천	9	2.8%
성	8	2.5%
Other values (79)	148	46.5%

위도
Real number (ℝ)

UNIQUE

Distinct	25
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.470109

Minimum	36.943708
Maximum	38.10002
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	36.943708
5-th percentile	37.016364
Q1	37.114528
median	37.431946
Q3	37.843323
95-th percentile	38.075136
Maximum	38.10002
Range	1.1563121
Interquartile range (IQR)	0.72879471

Descriptive statistics

Standard deviation	0.39105368
Coefficient of variation (CV)	0.010436417
Kurtosis	-1.5197092
Mean	37.470109
Median Absolute Deviation (MAD)	0.33559686
Skewness	0.253222
Sum	936.75272
Variance	0.15292298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
37.50924203	1	4.0%
37.25012337	1	4.0%
37.43194566	1	4.0%
37.0963488	1	4.0%
37.014605071	1	4.0%
37.845968	1	4.0%
37.84332265	1	4.0%
37.2537575	1	4.0%
38.10002011	1	4.0%
37.9232987	1	4.0%
Other values (15)	15	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.943708	1	4.0%
37.014605071	1	4.0%
37.02339983	1	4.0%
37.048953	1	4.0%
37.08079265	1	4.0%
37.0963488	1	4.0%
37.11452794	1	4.0%
37.12032373	1	4.0%
37.17229221	1	4.0%
37.17591657	1	4.0%

Value	Count	Frequency (%)
38.10002011	1	4.0%
38.08457871	1	4.0%
38.03736705	1	4.0%
37.93534778	1	4.0%
37.9232987	1	4.0%
37.845968	1	4.0%
37.84332265	1	4.0%
37.76515582	1	4.0%
37.68294393	1	4.0%
37.64977718	1	4.0%

경도
Real number (ℝ)

UNIQUE

Distinct	25
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.16609

Minimum	126.64077
Maximum	127.63777
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	126.64077
5-th percentile	126.81008
Q1	126.96317
median	127.19989
Q3	127.29928
95-th percentile	127.59164
Maximum	127.63777
Range	0.9970009
Interquartile range (IQR)	0.3361142

Descriptive statistics

Standard deviation	0.2649028
Coefficient of variation (CV)	0.0020831245
Kurtosis	-0.71088922
Mean	127.16609
Median Absolute Deviation (MAD)	0.21873088
Skewness	0.018598058
Sum	3179.1523
Variance	0.070173496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
127.5132942	1	4.0%
126.9631655	1	4.0%
127.2343488	1	4.0%
127.0809798574	1	4.0%
126.9811593157	1	4.0%
127.498648	1	4.0%
126.9980277	1	4.0%
127.6377736	1	4.0%
127.2770214	1	4.0%
127.2252129	1	4.0%
Other values (15)	15	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.6407727	1	4.0%
126.7962227	1	4.0%
126.8655254	1	4.0%
126.8700851	1	4.0%
126.879548	1	4.0%
126.9412994	1	4.0%
126.9631655	1	4.0%
126.9811593157	1	4.0%
126.9980277	1	4.0%
127.0779438	1	4.0%

Value	Count	Frequency (%)
127.6377736	1	4.0%
127.6112318	1	4.0%
127.5132942	1	4.0%
127.498648	1	4.0%
127.4402069	1	4.0%
127.4019946	1	4.0%
127.2992797	1	4.0%
127.2868005	1	4.0%
127.2770214	1	4.0%
127.234857	1	4.0%

트랙터및작업기보유대수
Real number (ℝ)

HIGH CORRELATION

Distinct	24
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	81.84

Minimum	3
Maximum	247
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	3
5-th percentile	21.8
Q1	50
median	67
Q3	102
95-th percentile	160.6
Maximum	247
Range	244
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	56.41563
Coefficient of variation (CV)	0.68934055
Kurtosis	1.624528
Mean	81.84
Median Absolute Deviation (MAD)	28
Skewness	1.2299665
Sum	2046
Variance	3182.7233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
57	2	8.0%
87	1	4.0%
56	1	4.0%
26	1	4.0%
70	1	4.0%
161	1	4.0%
136	1	4.0%
247	1	4.0%
137	1	4.0%
36	1	4.0%
Other values (14)	14	56.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	4.0%
21	1	4.0%
25	1	4.0%
26	1	4.0%
36	1	4.0%
39	1	4.0%
50	1	4.0%
54	1	4.0%
56	1	4.0%
57	2	8.0%

Value	Count	Frequency (%)
247	1	4.0%
161	1	4.0%
159	1	4.0%
158	1	4.0%
137	1	4.0%
136	1	4.0%
102	1	4.0%
87	1	4.0%
84	1	4.0%
77	1	4.0%

경운기및작업기보유대수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	68.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.64

Minimum	0
Maximum	75
Zeros	2
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	0
5-th percentile	0.2
Q1	4
median	6
Q3	14
95-th percentile	30.2
Maximum	75
Range	75
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	15.416117
Coefficient of variation (CV)	1.3244087
Kurtosis	12.132366
Mean	11.64
Median Absolute Deviation (MAD)	5
Skewness	3.174718
Sum	291
Variance	237.65667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
4	3	12.0%
6	3	12.0%
14	2	8.0%
5	2	8.0%
0	2	8.0%
1	2	8.0%
27	1	4.0%
20	1	4.0%
13	1	4.0%
31	1	4.0%
Other values (7)	7	28.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	8.0%
1	2	8.0%
2	1	4.0%
4	3	12.0%
5	2	8.0%
6	3	12.0%
7	1	4.0%
8	1	4.0%
11	1	4.0%
12	1	4.0%

Value	Count	Frequency (%)
75	1	4.0%
31	1	4.0%
27	1	4.0%
20	1	4.0%
15	1	4.0%
14	2	8.0%
13	1	4.0%
12	1	4.0%
11	1	4.0%
8	1	4.0%

관리기및작업기보유대수
Real number (ℝ)

HIGH CORRELATION

Distinct	20
Distinct (%)	80.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.84

Minimum	13
Maximum	49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	13
5-th percentile	14
Q1	22
median	30
Q3	34
95-th percentile	44.2
Maximum	49
Range	36
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.5336247
Coefficient of variation (CV)	0.33056951
Kurtosis	-0.37025146
Mean	28.84
Median Absolute Deviation (MAD)	6
Skewness	0.099053895
Sum	721
Variance	90.89
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
32	3	12.0%
30	2	8.0%
22	2	8.0%
14	2	8.0%
26	1	4.0%
33	1	4.0%
17	1	4.0%
36	1	4.0%
39	1	4.0%
18	1	4.0%
Other values (10)	10	40.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	4.0%
14	2	8.0%
17	1	4.0%
18	1	4.0%
22	2	8.0%
24	1	4.0%
25	1	4.0%
26	1	4.0%
27	1	4.0%
30	2	8.0%

Value	Count	Frequency (%)
49	1	4.0%
45	1	4.0%
41	1	4.0%
39	1	4.0%
36	1	4.0%
35	1	4.0%
34	1	4.0%
33	1	4.0%
32	3	12.0%
31	1	4.0%

땅속작물수확기보유대수
Real number (ℝ)

HIGH CORRELATION

Distinct	15
Distinct (%)	60.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.6

Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	12
Q3	16
95-th percentile	43.2
Maximum	50
Range	49
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	12.365948
Coefficient of variation (CV)	0.84698273
Kurtosis	2.8727672
Mean	14.6
Median Absolute Deviation (MAD)	4
Skewness	1.7531357
Sum	365
Variance	152.91667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
9	3	12.0%
12	3	12.0%
8	2	8.0%
20	2	8.0%
2	2	8.0%
10	2	8.0%
15	2	8.0%
5	2	8.0%
21	1	4.0%
1	1	4.0%
Other values (5)	5	20.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	4.0%
2	2	8.0%
5	2	8.0%
8	2	8.0%
9	3	12.0%
10	2	8.0%
12	3	12.0%
13	1	4.0%
15	2	8.0%
16	1	4.0%

Value	Count	Frequency (%)
50	1	4.0%
45	1	4.0%
36	1	4.0%
21	1	4.0%
20	2	8.0%
16	1	4.0%
15	2	8.0%
13	1	4.0%
12	3	12.0%
10	2	8.0%

탈곡기및정선작업기보유대수
Real number (ℝ)

HIGH CORRELATION

Distinct	21
Distinct (%)	84.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25

Minimum	2
Maximum	58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	2
5-th percentile	4.2
Q1	12
median	24
Q3	35
95-th percentile	53.4
Maximum	58
Range	56
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	15.564382
Coefficient of variation (CV)	0.6225753
Kurtosis	-0.51780051
Mean	25
Median Absolute Deviation (MAD)	12
Skewness	0.43970108
Sum	625
Variance	242.25
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
10	3	12.0%
17	2	8.0%
34	2	8.0%
30	1	4.0%
36	1	4.0%
24	1	4.0%
43	1	4.0%
32	1	4.0%
38	1	4.0%
56	1	4.0%
Other values (11)	11	44.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	4.0%
4	1	4.0%
5	1	4.0%
10	3	12.0%
12	1	4.0%
15	1	4.0%
16	1	4.0%
17	2	8.0%
18	1	4.0%
24	1	4.0%

Value	Count	Frequency (%)
58	1	4.0%
56	1	4.0%
43	1	4.0%
40	1	4.0%
38	1	4.0%
36	1	4.0%
35	1	4.0%
34	2	8.0%
32	1	4.0%
30	1	4.0%

자주형파종기보유대수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	44.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.56

Minimum	0
Maximum	31
Zeros	12
Zeros (%)	48.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	9
95-th percentile	29.4
Maximum	31
Range	31
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	10.396634
Coefficient of variation (CV)	1.5848528
Kurtosis	0.82049563
Mean	6.56
Median Absolute Deviation (MAD)	1
Skewness	1.4944419
Sum	164
Variance	108.09
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	12	48.0%
1	2	8.0%
20	2	8.0%
2	2	8.0%
12	1	4.0%
3	1	4.0%
27	1	4.0%
6	1	4.0%
31	1	4.0%
9	1	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	48.0%
1	2	8.0%
2	2	8.0%
3	1	4.0%
6	1	4.0%
9	1	4.0%
12	1	4.0%
20	2	8.0%
27	1	4.0%
30	1	4.0%

Value	Count	Frequency (%)
31	1	4.0%
30	1	4.0%
27	1	4.0%
20	2	8.0%
12	1	4.0%
9	1	4.0%
6	1	4.0%
3	1	4.0%
2	2	8.0%
1	2	8.0%

이앙작업기보유대수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	36.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.92

Minimum	0
Maximum	29
Zeros	14
Zeros (%)	56.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	15.8
Maximum	29
Range	29
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	7.2509769
Coefficient of variation (CV)	1.849739
Kurtosis	5.3092542
Mean	3.92
Median Absolute Deviation (MAD)	0
Skewness	2.300993
Sum	98
Variance	52.576667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	14	56.0%
4	2	8.0%
1	2	8.0%
15	2	8.0%
5	1	4.0%
16	1	4.0%
6	1	4.0%
2	1	4.0%
29	1	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	56.0%
1	2	8.0%
2	1	4.0%
4	2	8.0%
5	1	4.0%
6	1	4.0%
15	2	8.0%
16	1	4.0%
29	1	4.0%

Value	Count	Frequency (%)
29	1	4.0%
16	1	4.0%
15	2	8.0%
6	1	4.0%
5	1	4.0%
4	2	8.0%
2	1	4.0%
1	2	8.0%
0	14	56.0%

벼수확및운반작업기보유대수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	36.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4

Minimum	0
Maximum	20
Zeros	11
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	357.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	18.2
Maximum	20
Range	20
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.8949131
Coefficient of variation (CV)	1.733798
Kurtosis	3.6410451
Mean	3.4
Median Absolute Deviation (MAD)	1
Skewness	2.0927477
Sum	85
Variance	34.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	11	44.0%
1	5	20.0%
2	2	8.0%
20	2	8.0%
10	1	4.0%
11	1	4.0%
8	1	4.0%
4	1	4.0%
3	1	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	44.0%
1	5	20.0%
2	2	8.0%
3	1	4.0%
4	1	4.0%
8	1	4.0%
10	1	4.0%
11	1	4.0%
20	2	8.0%

Value	Count	Frequency (%)
20	2	8.0%
11	1	4.0%
10	1	4.0%
8	1	4.0%
4	1	4.0%
3	1	4.0%
2	2	8.0%
1	5	20.0%
0	11	44.0%

기타임대농기계보유정보
Text

MISSING

Distinct	23
Distinct (%)	100.0%
Missing	2
Missing (%)	8.0%
Memory size	332.0 B

Length

Max length	393
Median length	140
Mean length	113.47826
Min length	2

Characters and Unicode

Total characters	2610
Distinct characters	188
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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	인력파종기(1)+동력분무기(1)+파이프성형기(1)+스키드로더(1)+농용굴착기(2)+고구마수확기(2)+감자수확기(2)+휴립피복기(1)+돌수집기(1)
2nd row	동력살분무기(8)+파종기(10)+동력이식기(12)+육묘잎절단기(5)+동력예취기(5)+동력파쇄기(2)+농용굴착기(4)+퇴비살포기(2)+기타(16)
3rd row	53
4th row	39
5th row	농용파이프밴딩성형기(1)+동력살분무기(6)+논두렁제초기(1)+동력퇴비살포기(2)+승용예초기(3)+인력비닐피복기(5)+인력파종기(10)+자동전동가위(6)+주행형동력분무기(3)+지주설치기(5)+콩예취기(4)

Value	Count	Frequency (%)
등	2	5.1%
인력파종기(1)+동력분무기(1)+파이프성형기(1)+스키드로더(1)+농용굴착기(2)+고구마수확기(2)+감자수확기(2)+휴립피복기(1)+돌수집기(1	1	2.6%
세척기(1	1	2.6%
12	1	2.6%
승용예초기(14)+광역살포기(2)+굴삭기(8)+동력분무기(26)+로더(1)+운반차(1)+이식기(2)+인삼파종기(2)+비닐피복기(15)+잔가지파쇄기(5)+콩참깨수확기(9)+파이프정형기(5)+인력파종기(25	1	2.6%
콩콤바인(4)+농용굴삭기(4)+승용관리기(3)+승용관리기용작업기	1	2.6%
6대	1	2.6%
스키드로우더	1	2.6%
2대+볍씨파종기(4)+곡물적재함(1)+동력분무기(2)동력살분무기(2)+미스트기(6)+전정가위(2)+콩예취기(2)+동력이식기(5)+동력운반차(1)+중경제초기(2)+승용예취기(2)+목재파쇄기(자주형)(7)+보리방아(1)+색체선별기(1)+논물꼬베토기(1)+땅콜탈피기(1)+인력피복기(7)+동력제초기(2)동력이식기(5)+동력운반차(1)+중경제초기(2)+승용예취기(2)+목재파쇄기(자주형)(7)+보리방아(1)+색체선별기(1)+논물꼬베토기(1)+땅콜탈피기(1)+인력피복기(7)+동력제초기(2)+적심기(2)고구마수확기(2)+고구마순제초기(동력)(2	1	2.6%
박피기(1)+굴삭기(7)+스키드로더(2)+동력예초기(4)+스피드스프레이어(1)+동력퇴비살포기(2)+잔가지파쇄기(6)+콩예초기(5)+육묘상자운반기(2)+농산물제피기(1)+이식기(5)+진압기(1)+엔진브로워(2)+고소작업차(1)+대파파종기(1)+육묘상자	1	2.6%
Other values (28)	28	71.8%

Most occurring characters

Value	Count	Frequency (%)
(	280	10.7%
)	280	10.7%
+	248	9.5%
기	237	9.1%
1	93	3.6%
2	82	3.1%
력	71	2.7%
동	66	2.5%
파	51	2.0%
용	44	1.7%
Other values (178)	1158	44.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1486	56.9%
Decimal Number	296	11.3%
Open Punctuation	280	10.7%
Close Punctuation	280	10.7%
Math Symbol	248	9.5%
Space Separator	16	0.6%
Uppercase Letter	2	0.1%
Connector Punctuation	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	237	15.9%
력	71	4.8%
동	66	4.4%
파	51	3.4%
용	44	3.0%
이	33	2.2%
살	29	2.0%
농	24	1.6%
비	23	1.5%
피	23	1.5%
Other values (161)	885	59.6%

Decimal Number

Value	Count	Frequency (%)
1	93	31.4%
2	82	27.7%
5	29	9.8%
3	27	9.1%
4	21	7.1%
6	12	4.1%
7	10	3.4%
8	9	3.0%
9	7	2.4%
0	6	2.0%

Open Punctuation

Value	Count	Frequency (%)
(	280	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	280	100.0%

Math Symbol

Value	Count	Frequency (%)
+	248	100.0%

Space Separator

Value	Count	Frequency (%)
	16	100.0%

Uppercase Letter

Value	Count	Frequency (%)
S	2	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1486	56.9%
Common	1122	43.0%
Latin	2	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	237	15.9%
력	71	4.8%
동	66	4.4%
파	51	3.4%
용	44	3.0%
이	33	2.2%
살	29	2.0%
농	24	1.6%
비	23	1.5%
피	23	1.5%
Other values (161)	885	59.6%

Common

Value	Count	Frequency (%)
(	280	25.0%
)	280	25.0%
+	248	22.1%
1	93	8.3%
2	82	7.3%
5	29	2.6%
3	27	2.4%
4	21	1.9%
	16	1.4%
6	12	1.1%
Other values (6)	34	3.0%

Latin

Value	Count	Frequency (%)
S	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1486	56.9%
ASCII	1124	43.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
(	280	24.9%
)	280	24.9%
+	248	22.1%
1	93	8.3%
2	82	7.3%
5	29	2.6%
3	27	2.4%
4	21	1.9%
	16	1.4%
6	12	1.1%
Other values (7)	36	3.2%

Hangul

Value	Count	Frequency (%)
기	237	15.9%
력	71	4.8%
동	66	4.4%
파	51	3.4%
용	44	3.0%
이	33	2.2%
살	29	2.0%
농	24	1.6%
비	23	1.5%
피	23	1.5%
Other values (161)	885	59.6%

관리기관전화번호
Text

Distinct	20
Distinct (%)	80.0%
Missing	0
Missing (%)	0.0%
Memory size	332.0 B

Length

Max length	13
Median length	12
Mean length	12.24
Min length	12

Characters and Unicode

Total characters	306
Distinct characters	11
Distinct categories	2 ?
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	17 ?
Unique (%)	68.0%

Sample

1st row	031-770-3592
2nd row	031-228-2564
3rd row	031-678-3031
4th row	031-644-4139
5th row	031-645-3499

Value	Count	Frequency (%)
031-678-3031	4	16.0%
031-538-3753	2	8.0%
031-839-4201	2	8.0%
031-940-4509	1	4.0%
031-770-3592	1	4.0%
031-940-5263	1	4.0%
031-8024-7483	1	4.0%
031-8024-4585	1	4.0%
031-580-4791	1	4.0%
031-8082-6151	1	4.0%
Other values (10)	10	40.0%

Most occurring characters

Value	Count	Frequency (%)
3	51	16.7%
-	50	16.3%
0	43	14.1%
1	39	12.7%
4	25	8.2%
8	22	7.2%
5	20	6.5%
7	15	4.9%
2	15	4.9%
6	14	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	256	83.7%
Dash Punctuation	50	16.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	51	19.9%
0	43	16.8%
1	39	15.2%
4	25	9.8%
8	22	8.6%
5	20	7.8%
7	15	5.9%
2	15	5.9%
6	14	5.5%
9	12	4.7%

Dash Punctuation

Value	Count	Frequency (%)
-	50	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	306	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	51	16.7%
-	50	16.3%
0	43	14.1%
1	39	12.7%
4	25	8.2%
8	22	7.2%
5	20	6.5%
7	15	4.9%
2	15	4.9%
6	14	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	306	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	51	16.7%
-	50	16.3%
0	43	14.1%
1	39	12.7%
4	25	8.2%
8	22	7.2%
5	20	6.5%
7	15	4.9%
2	15	4.9%
6	14	4.6%

관리기관명
Text

Distinct	17
Distinct (%)	68.0%
Missing	0
Missing (%)	0.0%
Memory size	332.0 B

Length

Max length	15
Median length	14
Mean length	11.16
Min length	7

Characters and Unicode

Total characters	279
Distinct characters	40
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	11 ?
Unique (%)	44.0%

Sample

1st row	경기도 양평군청
2nd row	경기도 수원시청
3rd row	경기도 안성시농업기술센터
4th row	경기도 이천시 연구개발과
5th row	경기도 이천시 연구개발과

Value	Count	Frequency (%)
경기도	20	37.7%
농업기술센터	5	9.4%
안성시농업기술센터	4	7.5%
이천시	2	3.8%
연구개발과	2	3.8%
평택시농업기술센터	2	3.8%
포천시청	2	3.8%
파주시농업기술센터	2	3.8%
연천군청	2	3.8%
농업정책과	1	1.9%
Other values (11)	11	20.8%

Most occurring characters

Value	Count	Frequency (%)
기	35	12.5%
	28	10.0%
시	21	7.5%
경	20	7.2%
도	20	7.2%
농	16	5.7%
업	16	5.7%
술	15	5.4%
센	15	5.4%
터	15	5.4%
Other values (30)	78	28.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	251	90.0%
Space Separator	28	10.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	35	13.9%
시	21	8.4%
경	20	8.0%
도	20	8.0%
농	16	6.4%
업	16	6.4%
술	15	6.0%
센	15	6.0%
터	15	6.0%
청	10	4.0%
Other values (29)	68	27.1%

Space Separator

Value	Count	Frequency (%)
	28	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	251	90.0%
Common	28	10.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	35	13.9%
시	21	8.4%
경	20	8.0%
도	20	8.0%
농	16	6.4%
업	16	6.4%
술	15	6.0%
센	15	6.0%
터	15	6.0%
청	10	4.0%
Other values (29)	68	27.1%

Common

Value	Count	Frequency (%)
	28	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	251	90.0%
ASCII	28	10.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	35	13.9%
시	21	8.4%
경	20	8.0%
도	20	8.0%
농	16	6.4%
업	16	6.4%
술	15	6.0%
센	15	6.0%
터	15	6.0%
청	10	4.0%
Other values (29)	68	27.1%

ASCII

Value	Count	Frequency (%)
	28	100.0%

데이터기준일자
Date

Distinct	17
Distinct (%)	68.0%
Missing	0
Missing (%)	0.0%
Memory size	332.0 B

Minimum	2022-10-31 00:00:00
Maximum	2024-02-15 00:00:00

Histogram

Histogram with fixed size bins (bins=17)

Phik (φk)
Auto

Heatmap
Table

	사업소명	사업소전화번호	소재지도로명주소	소재지지번주소	위도	경도	트랙터및작업기보유대수	경운기및작업기보유대수	관리기및작업기보유대수	땅속작물수확기보유대수	탈곡기및정선작업기보유대수	자주형파종기보유대수	이앙작업기보유대수	벼수확및운반작업기보유대수	기타임대농기계보유정보	관리기관전화번호	관리기관명	데이터기준일자
사업소명	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
사업소전화번호	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
소재지도로명주소	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
소재지지번주소	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
위도	1.000	1.000	1.000	1.000	1.000	0.000	0.000	0.657	0.000	0.437	0.000	0.171	0.599	0.695	1.000	0.941	0.857	0.857
경도	1.000	1.000	1.000	1.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.575	0.700	0.000	1.000	0.797	0.000	0.000
트랙터및작업기보유대수	1.000	1.000	1.000	1.000	0.000	0.000	1.000	0.198	0.757	0.694	0.445	0.765	0.457	0.460	1.000	0.963	0.877	0.877
경운기및작업기보유대수	1.000	1.000	1.000	1.000	0.657	0.000	0.198	1.000	0.801	0.878	0.867	0.000	0.598	0.963	1.000	0.920	0.815	0.815
관리기및작업기보유대수	1.000	1.000	1.000	1.000	0.000	0.000	0.757	0.801	1.000	0.489	0.644	0.531	0.553	0.655	1.000	0.637	0.406	0.406
땅속작물수확기보유대수	1.000	1.000	1.000	1.000	0.437	0.000	0.694	0.878	0.489	1.000	0.744	0.140	0.359	0.650	1.000	0.971	0.902	0.902
탈곡기및정선작업기보유대수	1.000	1.000	1.000	1.000	0.000	0.000	0.445	0.867	0.644	0.744	1.000	0.172	0.000	0.815	1.000	0.867	0.696	0.696
자주형파종기보유대수	1.000	1.000	1.000	1.000	0.171	0.575	0.765	0.000	0.531	0.140	0.172	1.000	0.720	0.449	1.000	0.908	0.819	0.819
이앙작업기보유대수	1.000	1.000	1.000	1.000	0.599	0.700	0.457	0.598	0.553	0.359	0.000	0.720	1.000	0.770	1.000	0.994	0.974	0.974
벼수확및운반작업기보유대수	1.000	1.000	1.000	1.000	0.695	0.000	0.460	0.963	0.655	0.650	0.815	0.449	0.770	1.000	1.000	0.921	0.773	0.773
기타임대농기계보유정보	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
관리기관전화번호	1.000	1.000	1.000	1.000	0.941	0.797	0.963	0.920	0.637	0.971	0.867	0.908	0.994	0.921	1.000	1.000	1.000	1.000
관리기관명	1.000	1.000	1.000	1.000	0.857	0.000	0.877	0.815	0.406	0.902	0.696	0.819	0.974	0.773	1.000	1.000	1.000	1.000
데이터기준일자	1.000	1.000	1.000	1.000	0.857	0.000	0.877	0.815	0.406	0.902	0.696	0.819	0.974	0.773	1.000	1.000	1.000	1.000

Heatmap
Table

	위도	경도	트랙터및작업기보유대수	경운기및작업기보유대수	관리기및작업기보유대수	땅속작물수확기보유대수	탈곡기및정선작업기보유대수	자주형파종기보유대수	이앙작업기보유대수	벼수확및운반작업기보유대수
위도	1.000	-0.268	0.093	-0.099	-0.052	-0.276	0.141	0.360	0.246	0.271
경도	-0.268	1.000	-0.167	-0.133	0.250	0.007	-0.286	0.363	0.102	-0.118
트랙터및작업기보유대수	0.093	-0.167	1.000	0.499	0.480	0.680	0.834	0.245	0.295	0.259
경운기및작업기보유대수	-0.099	-0.133	0.499	1.000	0.509	0.814	0.585	0.164	0.196	0.240
관리기및작업기보유대수	-0.052	0.250	0.480	0.509	1.000	0.547	0.463	0.297	0.383	0.130
땅속작물수확기보유대수	-0.276	0.007	0.680	0.814	0.547	1.000	0.642	0.106	0.083	-0.010
탈곡기및정선작업기보유대수	0.141	-0.286	0.834	0.585	0.463	0.642	1.000	0.249	0.244	0.203
자주형파종기보유대수	0.360	0.363	0.245	0.164	0.297	0.106	0.249	1.000	0.713	0.310
이앙작업기보유대수	0.246	0.102	0.295	0.196	0.383	0.083	0.244	0.713	1.000	0.553
벼수확및운반작업기보유대수	0.271	-0.118	0.259	0.240	0.130	-0.010	0.203	0.310	0.553	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

	사업소명	사업소전화번호	소재지도로명주소	소재지지번주소	위도	경도	트랙터및작업기보유대수	경운기및작업기보유대수	관리기및작업기보유대수	땅속작물수확기보유대수	탈곡기및정선작업기보유대수	자주형파종기보유대수	이앙작업기보유대수	벼수확및운반작업기보유대수	기타임대농기계보유정보	관리기관전화번호	관리기관명	데이터기준일자
0	양평군농업기술센터 본소	031-770-3591	경기도 양평군 양평읍 농업기술센터길 37	경기도 양평군 양평읍 공흥리 1-1	37.509242	127.513294	87	15	34	21	30	1	4	2	<NA>	031-770-3592	경기도 양평군청	2023-05-23
1	수원시 농업기술센터 농기계 임대사업소	031-228-2564	경기도 수원시 권선구 온정로45	경기도 수원시 권선구 오목천동 40	37.250123	126.963166	3	2	13	1	5	0	1	1	인력파종기(1)+동력분무기(1)+파이프성형기(1)+스키드로더(1)+농용굴착기(2)+고구마수확기(2)+감자수확기(2)+휴립피복기(1)+돌수집기(1)	031-228-2564	경기도 수원시청	2023-05-12
2	안성시농기계임대사업소 동부분소	031-678-3035	경기도 안성시 죽산면 상삼로 95	경기도 안성시 죽산면 두현리 456-6번지	37.080793	127.401995	54	5	35	9	15	0	0	0	동력살분무기(8)+파종기(10)+동력이식기(12)+육묘잎절단기(5)+동력예취기(5)+동력파쇄기(2)+농용굴착기(4)+퇴비살포기(2)+기타(16)	031-678-3031	경기도 안성시농업기술센터	2023-03-21
3	이천시 농기계임대사업소	031-644-4139	경기도 이천시 모가면 사실로 720	경기도 이천시 모가면 어농리 615-7	37.175917	127.440207	57	12	22	12	17	20	0	10	53	031-644-4139	경기도 이천시 연구개발과	2023-07-07
4	이천시 농기계임대사업소(남부분소)	031-645-3499	경기도 이천시 장호원읍 서동대로8759번길 97-80	경기도 이천시 장호원읍 진암리 328-5	37.120324	127.611232	25	4	14	8	10	12	1	0	39	031-645-3499	경기도 이천시 연구개발과	2023-07-07
5	용인시 농업기술센터 농업기계임대사업소	031-324-4074	경기도 용인시 처인구 원삼면 농촌파크로 80	경기도 용인시 처인구 원삼면 사암리 858-1	37.172292	127.29928	84	8	41	20	10	0	0	0	농용파이프밴딩성형기(1)+동력살분무기(6)+논두렁제초기(1)+동력퇴비살포기(2)+승용예초기(3)+인력비닐피복기(5)+인력파종기(10)+자동전동가위(6)+주행형동력분무기(3)+지주설치기(5)+콩예취기(4)	031-324-4074	용인시 농업기술센터	2023-12-04
6	고양시 농업기계 임대사업소	031-8075-4284	경기도 고양시 덕양구 고양대로 1695	경기도 고양시 덕양구 원흥동 471-10번지	37.649777	126.870085	21	0	14	2	2	0	0	1	광역방제기(1)+SS분무기(1)+축산세트장비(1)+인력파종기(6)+적재사다리(6)	031-8075-4284	경기도 고양시청	2023-11-23
7	화성시농기계임대사업소	031-5189-3612	경기도 화성시 팔탄면 버들로 1613	경기도 화성시 팔탄면 매곡리 172-9번지	37.114528	126.879548	159	75	45	50	58	2	5	2	<NA>	031-5189-3612	경기도 화성시농업기술센터	2023-05-18
8	남양주시농업기계은행	031-590-4558	경기도 남양주시 진건읍 사릉로 234-46	경기도 남양주시 진건읍 사능리 92-1번지	37.649	127.197023	73	1	25	2	16	3	16	11	자주식베일러 등(67)	031-590-4564	경기도 남양주시농업기술센터	2023-05-22
9	김포시농기계임대사업소	031-5186-4356	경기도 김포시 통진읍 하성로 58-155	경기도 김포시 통진읍 수참리 373	37.682944	126.640773	158	14	32	20	40	27	6	0	농산물선별기(5)+육묘잎자르기(1)+농업용고소작업차(1)+굴삭기(농업용굴삭기)(5)+농업용동력운반차(1)+동력분무기(2)+동력배토기(5)+동력살분무기(5)+동력살포기(4)+예취기(2)+농산물제피기(2)+육묘상자세척기(2)+육묘용파종기용품(2)+비닐피복기(9)+퇴비살포기(동력퇴비살포기)(3)+쑥쑥이(지주대뽑기)(2)+농산물순제거기(1)+콩예취기(2)+곡물선별기(2)+탈망기(3)+파렛트 랩피복기(랩피복기)(1)+농용파이프벤딩성형기(3)+휴대용자동전동가위(4)+동력이식기(15)+동력구굴기(2)+동력항타기(2)+다목적유압테스터기(1)+엔진발전기(2)+오일여과장치(1)+유압호수 압착테스터기(1)+전기용접기(1)+동력제초기_논둑용(2)+동력제초기-원판형(3)+동력중격제초기(4)+동력파쇄기(9)+콤바인(3)	031-5186-4356	경기도 김포시청 농업기술센터	2023-05-16

	사업소명	사업소전화번호	소재지도로명주소	소재지지번주소	위도	경도	트랙터및작업기보유대수	경운기및작업기보유대수	관리기및작업기보유대수	땅속작물수확기보유대수	탈곡기및정선작업기보유대수	자주형파종기보유대수	이앙작업기보유대수	벼수확및운반작업기보유대수	기타임대농기계보유정보	관리기관전화번호	관리기관명	데이터기준일자
15	연천군 농업기계 임대사업소(연천본소)	031-839-4261	경기도 연천군 연천읍 연천로42번길 42	경기도 연천군 연천읍 동막리 598-2	38.084579	127.077944	77	6	32	8	36	1	0	0	승용관리기(4)+비료살포기(1)+휴립피복기(1)+로터베이터(1)+콩파종기(3)+제초기(1)+농용굴삭기(3)+농용로우더(1)+동력분무기(2)+동력살분무기(4)+스피드스프레이어 퇴비살포기(2)+콩예취기(3)+휴대용전동가위(5)+승용예취기(3)+파이프밴딩성형기(1)+비닐피복기(인력형)(4)+채소이식기(2)+잔가지파쇄기(2)+사료절단기(1)+콩파종기(인력형)(18)	031-839-4201	경기도 연천군청 농업기술센터	2023-06-27
16	연천군 농업기계 임대사업소(서부지소)	031-839-4265	경기도 연천군 미산면 청정로 800	경기도 연천군 미산면 아미리 763-8	38.037367	126.941299	67	6	24	10	34	0	0	1	승용관리기(3)+비료살포기(1)+휴립피복기(1)+로터베이터(1)+콩파종기(3)+제초기(1)+농용굴삭기(2)+농용로우더(1)+동력분무기(2)+동력살분무기(2)+스피드스프레이어 퇴비살포기(2)+콩예취기(3)+휴대용전동가위(6)+승용예취기(2)+파이프밴딩성형기(1)+비닐피복기(인력형)(2)+채소이식기(2)+잔가지파쇄기(1)+사료절단기(1)+콩파종기(인력형)(9)+양파파종기(1)+자주식옥수수수확기(1)+농용고소작업차(1)+방제기(주행형)(1)+양파이식기(2)+양파전엽기(1)	031-839-4201	경기도 연천군청 농업기술센터	2023-06-27
17	포천시 농기계임대사업소(본소)	031-538-3787	경기도 포천시 신북면 틀못이길 11-88	경기도 포천시 신북면 기지리 647-1	37.923299	127.225213	50	27	49	15	29	20	15	8	24	031-538-3753	경기도 포천시청	2022-10-31
18	영북분소	031-538-3766	경기도 포천시 영북면 호국로 4147-21	경기도 포천시 영북면 자일리 845-6	38.10002	127.277021	36	1	18	5	4	6	0	0	12	031-538-3753	경기도 포천시청	2022-10-31
19	여주시농업기술센터 농기계임대은행	031-887-3714	경기도 여주시 농산로 71	경기도 여주시 상거동 5-5	37.253757	127.637774	137	11	39	45	56	31	2	0	승용예초기(14)+광역살포기(2)+굴삭기(8)+동력분무기(26)+로더(1)+운반차(1)+이식기(2)+인삼파종기(2)+비닐피복기(15)+잔가지파쇄기(5)+콩참깨수확기(9)+파이프정형기(5)+인력파종기(25)	031-887-3714	경기도 여주시청	2023-08-01
20	양주시농기계대여은행	031-8082-6151	경기도 양주시 은현면 그루고개로221번길 264-21	경기도 양주시 은현면 도하리 682	37.843323	126.998028	247	14	30	16	38	9	15	20	콩콤바인(4)+농용굴삭기(4)+승용관리기(3)+승용관리기용작업기 6대 +스키드로우더 2대+볍씨파종기(4)+곡물적재함(1)+동력분무기(2)동력살분무기(2)+미스트기(6)+전정가위(2)+콩예취기(2)+동력이식기(5)+동력운반차(1)+중경제초기(2)+승용예취기(2)+목재파쇄기(자주형)(7)+보리방아(1)+색체선별기(1)+논물꼬베토기(1)+땅콜탈피기(1)+인력피복기(7)+동력제초기(2)동력이식기(5)+동력운반차(1)+중경제초기(2)+승용예취기(2)+목재파쇄기(자주형)(7)+보리방아(1)+색체선별기(1)+논물꼬베토기(1)+땅콜탈피기(1)+인력피복기(7)+동력제초기(2)+적심기(2)고구마수확기(2)+고구마순제초기(동력)(2)	031-8082-6151	경기도 양주시청 농업정책과	2023-06-09
21	가평군농업기술센터 농기계임대사업소	031-580-4791	경기도 가평군 가평읍 아랫마장길 59	경기도 가평군 가평읍 승안리 100번지	37.845968	127.498648	136	0	36	5	32	30	29	20	박피기(1)+굴삭기(7)+스키드로더(2)+동력예초기(4)+스피드스프레이어(1)+동력퇴비살포기(2)+잔가지파쇄기(6)+콩예초기(5)+육묘상자운반기(2)+농산물제피기(1)+이식기(5)+진압기(1)+엔진브로워(2)+고소작업차(1)+대파파종기(1)+육묘상자 세척기(1)	031-580-4791	경기도 가평군	2024-02-15
22	평택시농업기술센터 본소 농기계임대사업소	031-8024-4585	경기도 평택시 오성면 청오로 33-58	경기도 평택시 오성면 숙성리 95-3	37.014605	126.981159	161	31	32	36	43	0	0	4	동력배토기(21)+고구마이식기(1)+채소이식기(1)+자주식덩굴파쇄기(5)+잔가지파쇄기(4대)+마늘쪽분리기(1)+휴대용 전동가위(5)+콩콤바인(3대)+농용굴삭기(1)+농용로우더(1)+승용제초기(3)+보행제초기(2)+종자탈수기(2)+파이프 성형기(3) 등	031-8024-4585	평택시농업기술센터	2023-02-09
23	평택시농업기술센터 북부 농기계임대사업소	031-8024-7483	경기도 평택시 진위면 신리길 150	경기도 평택시 진위면 마산리 257	37.096349	127.08098	70	13	17	15	24	0	0	0	동력배토기(10)+잔가지파쇄기(2)+자주식 덩굴파쇄기(3)+자주식 퇴비살포기(3)+승용제초기(2)+휴대용 전동가위(3)+농용로우더(1) 등	031-8024-7483	평택시농업기술센터	2023-02-09
24	경기도 광주시 농업기술센터	031-760-2253	경기도 광주시 이배재로 209-5	경기도 광주시 목현동 42-1번지	37.431946	127.234349	26	20	33	9	10	2	4	3	파이프성형기(1)+농용굴삭기(1)+콩예취기(1)+무동력비닐피복기(2)+목재파쇄기(1)+진동배토기(2)+드럼모우어(1)+진동휴립복토기(1)+탈망기(1)+씨앗파종기(2)	031-760-2253	경기도 광주시 농업기술센터	2023-09-26

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Open Punctuation

Close Punctuation

Math Symbol

Space Separator

Uppercase Letter

Connector Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters