Overview

Dataset statistics

Number of variables12
Number of observations24
Missing cells0
Missing cells (%)0.0%
Duplicate rows2
Duplicate rows (%)8.3%
Total size in memory2.5 KiB
Average record size in memory105.5 B

Variable types

Categorical6
Text2
Numeric3
DateTime1

Dataset

Description경기도 양주시 2021~2022년 농촌관광분야 농촌지도시범사업 현황 데이터입니다. 세부내역에는 보조사업명, 사업내용, 사업비 등을 포함하여 제공하고 있습니다.
URLhttps://www.data.go.kr/data/15100648/fileData.do

Alerts

관리기관명 has constant value ""Constant
관리부서명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
Dataset has 2 (8.3%) duplicate rowsDuplicates
통계목 is highly overall correlated with 총사업비 and 1 other fieldsHigh correlation
재원 is highly overall correlated with 통계목High correlation
총사업비 is highly overall correlated with 보조금 and 1 other fieldsHigh correlation
보조금 is highly overall correlated with 총사업비High correlation
자부담 is highly overall correlated with 보조사업자High correlation
보조사업자 is highly overall correlated with 자부담High correlation
통계목 is highly imbalanced (58.6%)Imbalance
자부담 has 8 (33.3%) zerosZeros

Reproduction

Analysis started2023-12-12 17:26:20.231662
Analysis finished2023-12-12 17:26:22.522509
Duration2.29 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
경기도 양주시
24 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 양주시
2nd row경기도 양주시
3rd row경기도 양주시
4th row경기도 양주시
5th row경기도 양주시

Common Values

ValueCountFrequency (%)
경기도 양주시 24
100.0%

Length

2023-12-13T02:26:22.593979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:26:22.723285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 24
50.0%
양주시 24
50.0%

연도
Categorical

Distinct2
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size324.0 B
2021
16 
2022
8 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022
2nd row2022
3rd row2022
4th row2022
5th row2022

Common Values

ValueCountFrequency (%)
2021 16
66.7%
2022 8
33.3%

Length

2023-12-13T02:26:22.868945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:26:23.007055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 16
66.7%
2022 8
33.3%

보조사업명
Text

Distinct19
Distinct (%)79.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
2023-12-13T02:26:23.275821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length20.5
Mean length17.541667
Min length8

Characters and Unicode

Total characters421
Distinct characters115
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique14 ?
Unique (%)58.3%

Sample

1st row농촌지도자 현장애로기술사업지원
2nd row농촌치유농장육성
3rd row스마트 그린오피스 조성시범
4th row농촌체험 환경개선 시범
5th row농작업 시설 안전사고 예방
ValueCountFrequency (%)
시범 8
 
8.7%
청년농업인 5
 
5.4%
농작업 4
 
4.3%
지원 4
 
4.3%
농촌체험 4
 
4.3%
농촌지도자 2
 
2.2%
그린스쿨,오피스 2
 
2.2%
안정화 2
 
2.2%
문제해결 2
 
2.2%
영농현장 2
 
2.2%
Other values (48) 57
62.0%
2023-12-13T02:26:23.825964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
68
 
16.2%
농 27
 
6.4%
시 15
 
3.6%
업 14
 
3.3%
범 14
 
3.3%
장 11
 
2.6%
스 9
 
2.1%
촌 9
 
2.1%
원 8
 
1.9%
화 8
 
1.9%
Other values (105) 238
56.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 337
80.0%
Space Separator 68
 
16.2%
Lowercase Letter 6
 
1.4%
Dash Punctuation 3
 
0.7%
Uppercase Letter 3
 
0.7%
Decimal Number 2
 
0.5%
Other Punctuation 2
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
농 27
 
8.0%
시 15
 
4.5%
업 14
 
4.2%
범 14
 
4.2%
장 11
 
3.3%
스 9
 
2.7%
촌 9
 
2.7%
원 8
 
2.4%
화 8
 
2.4%
인 8
 
2.4%
Other values (94) 214
63.5%
Lowercase Letter
ValueCountFrequency (%)
u 2
33.3%
l 1
16.7%
d 1
16.7%
p 1
16.7%
i 1
16.7%
Uppercase Letter
ValueCountFrequency (%)
H 2
66.7%
B 1
33.3%
Space Separator
ValueCountFrequency (%)
68
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%
Decimal Number
ValueCountFrequency (%)
4 2
100.0%
Other Punctuation
ValueCountFrequency (%)
, 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 337
80.0%
Common 75
 
17.8%
Latin 9
 
2.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
농 27
 
8.0%
시 15
 
4.5%
업 14
 
4.2%
범 14
 
4.2%
장 11
 
3.3%
스 9
 
2.7%
촌 9
 
2.7%
원 8
 
2.4%
화 8
 
2.4%
인 8
 
2.4%
Other values (94) 214
63.5%
Latin
ValueCountFrequency (%)
H 2
22.2%
u 2
22.2%
B 1
11.1%
l 1
11.1%
d 1
11.1%
p 1
11.1%
i 1
11.1%
Common
ValueCountFrequency (%)
68
90.7%
- 3
 
4.0%
4 2
 
2.7%
, 2
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 337
80.0%
ASCII 84
 
20.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
68
81.0%
- 3
 
3.6%
H 2
 
2.4%
4 2
 
2.4%
, 2
 
2.4%
u 2
 
2.4%
B 1
 
1.2%
l 1
 
1.2%
d 1
 
1.2%
p 1
 
1.2%
Hangul
ValueCountFrequency (%)
농 27
 
8.0%
시 15
 
4.5%
업 14
 
4.2%
범 14
 
4.2%
장 11
 
3.3%
스 9
 
2.7%
촌 9
 
2.7%
원 8
 
2.4%
화 8
 
2.4%
인 8
 
2.4%
Other values (94) 214
63.5%

통계목
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size324.0 B
민간자본사업보조
22 
민간경상사업보조
 
2

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row민간자본사업보조
2nd row민간자본사업보조
3rd row민간자본사업보조
4th row민간자본사업보조
5th row민간자본사업보조

Common Values

ValueCountFrequency (%)
민간자본사업보조 22
91.7%
민간경상사업보조 2
 
8.3%

Length

2023-12-13T02:26:24.368068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:26:24.495198image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
민간자본사업보조 22
91.7%
민간경상사업보조 2
 
8.3%

재원
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size324.0 B
자체
11 
이전
11 
<NA>
2 

Length

Max length4
Median length2
Mean length2.1666667
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row자체
2nd row이전
3rd row자체
4th row자체
5th row자체

Common Values

ValueCountFrequency (%)
자체 11
45.8%
이전 11
45.8%
<NA> 2
 
8.3%

Length

2023-12-13T02:26:24.634323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:26:24.751730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 11
45.8%
이전 11
45.8%
na 2
 
8.3%

주요 사업내용
Text

Distinct20
Distinct (%)83.3%
Missing0
Missing (%)0.0%
Memory size324.0 B
2023-12-13T02:26:25.010941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length20.5
Mean length15.708333
Min length8

Characters and Unicode

Total characters377
Distinct characters120
Distinct categories3 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique16 ?
Unique (%)66.7%

Sample

1st row신규농자재+친환경자재+포장재등
2nd row치유공간조성+홍보물제작등
3rd row수직정원모듈+공기질측정기등
4th row체험장환경개선+운영장비등
5th row농작업장위험요인전문컨설팅+작업장안전조치등
ValueCountFrequency (%)
공기정화식물+바이오월+공기질측정기설치 2
 
8.3%
체험프로그램컨설팅+체험장시설개선 2
 
8.3%
체험장시설+환경개선+컨설팅 2
 
8.3%
친환경화장실설치 2
 
8.3%
치유공간조성+홍보물제작등 1
 
4.2%
ict발정탐지기+카우브러쉬구입 1
 
4.2%
자동화환기팬+ict원유냉각기+착유콤프레샤구입 1
 
4.2%
안전컨설팅연구용역+안전장비및보조구구입 1
 
4.2%
넘어짐사고예방교육+농작업화보급 1
 
4.2%
컨설팅+안전장비및보호구보급+안전관리교육 1
 
4.2%
Other values (10) 10
41.7%
2023-12-13T02:26:25.437535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
+ 28
 
7.4%
설 19
 
5.0%
기 17
 
4.5%
장 15
 
4.0%
등 9
 
2.4%
팅 8
 
2.1%
컨 8
 
2.1%
험 8
 
2.1%
구 7
 
1.9%
시 7
 
1.9%
Other values (110) 251
66.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 337
89.4%
Math Symbol 28
 
7.4%
Uppercase Letter 12
 
3.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
설 19
 
5.6%
기 17
 
5.0%
장 15
 
4.5%
등 9
 
2.7%
팅 8
 
2.4%
컨 8
 
2.4%
험 8
 
2.4%
구 7
 
2.1%
시 7
 
2.1%
체 7
 
2.1%
Other values (106) 232
68.8%
Uppercase Letter
ValueCountFrequency (%)
I 4
33.3%
C 4
33.3%
T 4
33.3%
Math Symbol
ValueCountFrequency (%)
+ 28
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 337
89.4%
Common 28
 
7.4%
Latin 12
 
3.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
설 19
 
5.6%
기 17
 
5.0%
장 15
 
4.5%
등 9
 
2.7%
팅 8
 
2.4%
컨 8
 
2.4%
험 8
 
2.4%
구 7
 
2.1%
시 7
 
2.1%
체 7
 
2.1%
Other values (106) 232
68.8%
Latin
ValueCountFrequency (%)
I 4
33.3%
C 4
33.3%
T 4
33.3%
Common
ValueCountFrequency (%)
+ 28
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 337
89.4%
ASCII 40
 
10.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
+ 28
70.0%
I 4
 
10.0%
C 4
 
10.0%
T 4
 
10.0%
Hangul
ValueCountFrequency (%)
설 19
 
5.6%
기 17
 
5.0%
장 15
 
4.5%
등 9
 
2.7%
팅 8
 
2.4%
컨 8
 
2.4%
험 8
 
2.4%
구 7
 
2.1%
시 7
 
2.1%
체 7
 
2.1%
Other values (106) 232
68.8%

보조사업자
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size324.0 B
개인
13 
단체
11 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row단체
2nd row개인
3rd row단체
4th row개인
5th row개인

Common Values

ValueCountFrequency (%)
개인 13
54.2%
단체 11
45.8%

Length

2023-12-13T02:26:25.574611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:26:25.680314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 13
54.2%
단체 11
45.8%

총사업비
Real number (ℝ)

HIGH CORRELATION 

Distinct10
Distinct (%)41.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35708333
Minimum5000000
Maximum77000000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-13T02:26:25.790795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5000000
5-th percentile6050000
Q118750000
median30000000
Q350000000
95-th percentile75350000
Maximum77000000
Range72000000
Interquartile range (IQR)31250000

Descriptive statistics

Standard deviation22048325
Coefficient of variation (CV)0.617456
Kurtosis-0.94707419
Mean35708333
Median Absolute Deviation (MAD)16500000
Skewness0.42108946
Sum8.57 × 108
Variance4.8612862 × 1014
MonotonicityNot monotonic
2023-12-13T02:26:25.935884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
50000000 4
16.7%
20000000 4
16.7%
30000000 3
12.5%
15000000 3
12.5%
77000000 2
8.3%
60000000 2
8.3%
40000000 2
8.3%
5000000 2
8.3%
12000000 1
 
4.2%
66000000 1
 
4.2%
ValueCountFrequency (%)
5000000 2
8.3%
12000000 1
 
4.2%
15000000 3
12.5%
20000000 4
16.7%
30000000 3
12.5%
40000000 2
8.3%
50000000 4
16.7%
60000000 2
8.3%
66000000 1
 
4.2%
77000000 2
8.3%
ValueCountFrequency (%)
77000000 2
8.3%
66000000 1
 
4.2%
60000000 2
8.3%
50000000 4
16.7%
40000000 2
8.3%
30000000 3
12.5%
20000000 4
16.7%
15000000 3
12.5%
12000000 1
 
4.2%
5000000 2
8.3%

보조금
Real number (ℝ)

HIGH CORRELATION 

Distinct13
Distinct (%)54.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31133333
Minimum4000000
Maximum66000000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-13T02:26:26.066350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4000000
5-th percentile5200000
Q115000000
median27000000
Q348500000
95-th percentile61600000
Maximum66000000
Range62000000
Interquartile range (IQR)33500000

Descriptive statistics

Standard deviation19567379
Coefficient of variation (CV)0.62850254
Kurtosis-1.1228846
Mean31133333
Median Absolute Deviation (MAD)15000000
Skewness0.40667333
Sum7.472 × 108
Variance3.8288232 × 1014
MonotonicityNot monotonic
2023-12-13T02:26:26.164394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
12000000 4
16.7%
61600000 2
8.3%
24000000 2
8.3%
40000000 2
8.3%
32000000 2
8.3%
20000000 2
8.3%
16000000 2
8.3%
50000000 2
8.3%
4000000 2
8.3%
48000000 1
 
4.2%
Other values (3) 3
12.5%
ValueCountFrequency (%)
4000000 2
8.3%
12000000 4
16.7%
16000000 2
8.3%
20000000 2
8.3%
24000000 2
8.3%
30000000 1
 
4.2%
32000000 2
8.3%
40000000 2
8.3%
48000000 1
 
4.2%
50000000 2
8.3%
ValueCountFrequency (%)
66000000 1
4.2%
61600000 2
8.3%
60000000 1
4.2%
50000000 2
8.3%
48000000 1
4.2%
40000000 2
8.3%
32000000 2
8.3%
30000000 1
4.2%
24000000 2
8.3%
20000000 2
8.3%

자부담
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct9
Distinct (%)37.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4575000
Minimum0
Maximum15400000
Zeros8
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-13T02:26:26.271621image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3000000
Q38000000
95-th percentile14890000
Maximum15400000
Range15400000
Interquartile range (IQR)8000000

Descriptive statistics

Standard deviation5008623
Coefficient of variation (CV)1.094781
Kurtosis-0.17199881
Mean4575000
Median Absolute Deviation (MAD)3000000
Skewness0.93701611
Sum1.098 × 108
Variance2.5086304 × 1013
MonotonicityNot monotonic
2023-12-13T02:26:26.383194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 8
33.3%
3000000 3
 
12.5%
15400000 2
 
8.3%
6000000 2
 
8.3%
10000000 2
 
8.3%
8000000 2
 
8.3%
4000000 2
 
8.3%
1000000 2
 
8.3%
12000000 1
 
4.2%
ValueCountFrequency (%)
0 8
33.3%
1000000 2
 
8.3%
3000000 3
 
12.5%
4000000 2
 
8.3%
6000000 2
 
8.3%
8000000 2
 
8.3%
10000000 2
 
8.3%
12000000 1
 
4.2%
15400000 2
 
8.3%
ValueCountFrequency (%)
15400000 2
 
8.3%
12000000 1
 
4.2%
10000000 2
 
8.3%
8000000 2
 
8.3%
6000000 2
 
8.3%
4000000 2
 
8.3%
3000000 3
 
12.5%
1000000 2
 
8.3%
0 8
33.3%

관리부서명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
농촌관광과
24 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row농촌관광과
2nd row농촌관광과
3rd row농촌관광과
4th row농촌관광과
5th row농촌관광과

Common Values

ValueCountFrequency (%)
농촌관광과 24
100.0%

Length

2023-12-13T02:26:26.503117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:26:26.588234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
농촌관광과 24
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
Minimum2023-06-02 00:00:00
Maximum2023-06-02 00:00:00
2023-12-13T02:26:26.663496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:26:26.748066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T02:26:21.806628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:26:20.982397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:26:21.379845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:26:21.943692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:26:21.101635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:26:21.531527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:26:22.059057image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:26:21.227649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:26:21.678825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T02:26:26.825897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도보조사업명통계목재원주요 사업내용보조사업자총사업비보조금자부담
연도1.0000.5600.0000.0001.0000.0550.0000.0000.000
보조사업명0.5601.0001.0001.0000.9860.8680.9960.9540.962
통계목0.0001.0001.000NaN1.0000.0000.5890.0000.000
재원0.0001.000NaN1.0001.0000.0000.5870.0000.000
주요 사업내용1.0000.9861.0001.0001.0000.9070.9730.9740.984
보조사업자0.0550.8680.0000.0000.9071.0000.4600.5010.859
총사업비0.0000.9960.5890.5870.9730.4601.0000.8180.890
보조금0.0000.9540.0000.0000.9740.5010.8181.0000.871
자부담0.0000.9620.0000.0000.9840.8590.8900.8711.000
2023-12-13T02:26:26.944243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
통계목보조사업자연도재원
통계목1.0000.0000.0001.000
보조사업자0.0001.0000.0000.000
연도0.0000.0001.0000.000
재원1.0000.0000.0001.000
2023-12-13T02:26:27.025539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
총사업비보조금자부담연도통계목재원보조사업자
총사업비1.0000.9860.3610.0000.5040.4550.463
보조금0.9861.0000.2200.0000.0000.1600.495
자부담0.3610.2201.0000.0000.0000.0000.574
연도0.0000.0000.0001.0000.0000.0000.000
통계목0.5040.0000.0000.0001.0001.0000.000
재원0.4550.1600.0000.0001.0001.0000.000
보조사업자0.4630.4950.5740.0000.0000.0001.000

Missing values

2023-12-13T02:26:22.249206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T02:26:22.446669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

관리기관명연도보조사업명통계목재원주요 사업내용보조사업자총사업비보조금자부담관리부서명데이터기준일자
0경기도 양주시2022농촌지도자 현장애로기술사업지원민간자본사업보조자체신규농자재+친환경자재+포장재등단체770000006160000015400000농촌관광과2023-06-02
1경기도 양주시2022농촌치유농장육성민간자본사업보조이전치유공간조성+홍보물제작등개인600000004800000012000000농촌관광과2023-06-02
2경기도 양주시2022스마트 그린오피스 조성시범민간자본사업보조자체수직정원모듈+공기질측정기등단체12000000120000000농촌관광과2023-06-02
3경기도 양주시2022농촌체험 환경개선 시범민간자본사업보조자체체험장환경개선+운영장비등개인30000000240000006000000농촌관광과2023-06-02
4경기도 양주시2022농작업 시설 안전사고 예방민간자본사업보조자체농작업장위험요인전문컨설팅+작업장안전조치등개인30000000300000000농촌관광과2023-06-02
5경기도 양주시2022청년농업인 영농 안정화 시범민간자본사업보조이전ICT등첨단시설개선등개인500000004000000010000000농촌관광과2023-06-02
6경기도 양주시2022청년농업인4-H회원 스마트팜 기술보급 시범민간자본사업보조이전스마트팜기술+자동화시설보급개인15000000120000003000000농촌관광과2023-06-02
7경기도 양주시2022청년농업인 영농현장 문제해결 지원민간자본사업보조자체ICT시설및장비등개인40000000320000008000000농촌관광과2023-06-02
8경기도 양주시2021농촌지도자 현장애로기술사업지원민간자본사업보조자체동력파종기+입제살포기+콩적심기+황금파종기등단체770000006160000015400000농촌관광과2023-06-02
9경기도 양주시2021오감만족 재밌는 쌀 체험여행 교실 운영민간자본사업보조이전체험프로그램컨설팅+체험장시설개선개인60000000600000000농촌관광과2023-06-02
관리기관명연도보조사업명통계목재원주요 사업내용보조사업자총사업비보조금자부담관리부서명데이터기준일자
14경기도 양주시2021넥스트노멀 농촌체험 운영시범민간자본사업보조자체체험장시설+환경개선+컨설팅개인15000000120000003000000농촌관광과2023-06-02
15경기도 양주시2021농산물가공제품 온라인 포장재 개발시범민간경상사업보조<NA>포장재디자인컨설팅및제작개인20000000160000004000000농촌관광과2023-06-02
16경기도 양주시2021작목별 맞춤형 안전관리 실천시범민간자본사업보조이전컨설팅+안전장비및보호구보급+안전관리교육단체50000000500000000농촌관광과2023-06-02
17경기도 양주시2021농업인 넘어짐 사고예방을 위한 농작업화 보급민간경상사업보조<NA>넘어짐사고예방교육+농작업화보급단체66000000660000000농촌관광과2023-06-02
18경기도 양주시2021농작업 안전편이장비 보급시범민간자본사업보조이전안전컨설팅연구용역+안전장비및보조구구입단체50000000500000000농촌관광과2023-06-02
19경기도 양주시2021농작업 현장 환경친화형 농촌화장실 지원민간자본사업보조자체친환경화장실설치단체500000040000001000000농촌관광과2023-06-02
20경기도 양주시2021농작업 현장 환경친화형 농촌화장실 지원민간자본사업보조자체친환경화장실설치단체500000040000001000000농촌관광과2023-06-02
21경기도 양주시2021청년농업인 안정화 시범민간자본사업보조이전자동화환기팬+ICT원유냉각기+착유콤프레샤구입개인40000000320000008000000농촌관광과2023-06-02
22경기도 양주시2021청년농업인 4-H회원 신규 영농정착 시범민간자본사업보조이전ICT발정탐지기+카우브러쉬구입개인30000000240000006000000농촌관광과2023-06-02
23경기도 양주시2021청년농업인 영농현장 문제해결 지원민간자본사업보조자체착유기콘트롤러및+진공펌프구입개인500000004000000010000000농촌관광과2023-06-02

Duplicate rows

Most frequently occurring

관리기관명연도보조사업명통계목재원주요 사업내용보조사업자총사업비보조금자부담관리부서명데이터기준일자# duplicates
0경기도 양주시2021농작업 현장 환경친화형 농촌화장실 지원민간자본사업보조자체친환경화장실설치단체500000040000001000000농촌관광과2023-06-022
1경기도 양주시2021식물활용 그린스쿨,오피스 조성 기술 시범민간자본사업보조이전공기정화식물+바이오월+공기질측정기설치단체20000000200000000농촌관광과2023-06-022