Overview

Dataset statistics

Number of variables16
Number of observations2656
Missing cells5111
Missing cells (%)12.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory334.7 KiB
Average record size in memory129.0 B

Variable types

Numeric1
Text3
DateTime9
Categorical3

Dataset

Description충청남도 보령시의회 의안정보에 대한 데이터로 의안번호, 의안명, 발의(제출)자, 발의(제출)일, 소관위원회, 위원회 회부일, 위원회 보고 및 상정일, 위원회 처리일, 위원회 결과, 본회의 보고일, 본회의 상정일, 본회의 처리일, 본회의 결과, 집행기관이송일, 공포일, 공포번호 제공
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=409&beforeMenuCd=DOM_000000201001001000&publicdatapk=15037827

Alerts

위원회 결과 is highly overall correlated with 본회의 결과High correlation
본회의 결과 is highly overall correlated with 위원회 결과High correlation
위원회 결과 is highly imbalanced (63.4%)Imbalance
본회의 결과 is highly imbalanced (70.6%)Imbalance
발의(제출)일 has 31 (1.2%) missing valuesMissing
위원회 회부일 has 493 (18.6%) missing valuesMissing
위원회 보고 및 상정일 has 490 (18.4%) missing valuesMissing
위원회 처리일 has 493 (18.6%) missing valuesMissing
본회의 보고일 has 123 (4.6%) missing valuesMissing
본회의 상정일 has 112 (4.2%) missing valuesMissing
본회의 처리일 has 116 (4.4%) missing valuesMissing
집행기관이송일 has 466 (17.5%) missing valuesMissing
공포일 has 1359 (51.2%) missing valuesMissing
공포번호 has 1425 (53.7%) missing valuesMissing
의안번호 has unique valuesUnique

Reproduction

Analysis started2024-01-09 21:23:30.262714
Analysis finished2024-01-09 21:23:31.448874
Duration1.19 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

의안번호
Real number (ℝ)

UNIQUE 

Distinct2656
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1331.0557
Minimum1
Maximum2660
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size23.5 KiB
2024-01-10T06:23:31.508975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile133.75
Q1664.75
median1332.5
Q31996.25
95-th percentile2527.25
Maximum2660
Range2659
Interquartile range (IQR)1331.5

Descriptive statistics

Standard deviation768.43885
Coefficient of variation (CV)0.57731531
Kurtosis-1.2014252
Mean1331.0557
Median Absolute Deviation (MAD)666
Skewness-0.0018903187
Sum3535284
Variance590498.26
MonotonicityNot monotonic
2024-01-10T06:23:31.650862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
1770 1
 
< 0.1%
1772 1
 
< 0.1%
1773 1
 
< 0.1%
1774 1
 
< 0.1%
1775 1
 
< 0.1%
1776 1
 
< 0.1%
1778 1
 
< 0.1%
1777 1
 
< 0.1%
1779 1
 
< 0.1%
Other values (2646) 2646
99.6%
ValueCountFrequency (%)
1 1
< 0.1%
2 1
< 0.1%
3 1
< 0.1%
4 1
< 0.1%
5 1
< 0.1%
6 1
< 0.1%
7 1
< 0.1%
8 1
< 0.1%
9 1
< 0.1%
10 1
< 0.1%
ValueCountFrequency (%)
2660 1
< 0.1%
2659 1
< 0.1%
2658 1
< 0.1%
2657 1
< 0.1%
2656 1
< 0.1%
2655 1
< 0.1%
2654 1
< 0.1%
2653 1
< 0.1%
2652 1
< 0.1%
2651 1
< 0.1%
Distinct2059
Distinct (%)77.5%
Missing0
Missing (%)0.0%
Memory size20.9 KiB
2024-01-10T06:23:31.893178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length57
Median length45
Mean length22.504518
Min length4

Characters and Unicode

Total characters59772
Distinct characters427
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1835 ?
Unique (%)69.1%

Sample

1st row보령시의회회의규칙안
2nd row보령시의회청원심사규칙안
3rd row보령시의회의원 신분증규칙안
4th row보령시의회 위원회 조례안
5th row보령시의회 공인 조례안
ValueCountFrequency (%)
보령시 962
 
9.7%
조례 576
 
5.8%
일부개정조례안 565
 
5.7%
390
 
3.9%
관한 300
 
3.0%
조례안 266
 
2.7%
211
 
2.1%
운영 155
 
1.6%
동의안 113
 
1.1%
설치 113
 
1.1%
Other values (2311) 6232
63.1%
2024-01-10T06:23:32.232297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7227
 
12.1%
2915
 
4.9%
2750
 
4.6%
2374
 
4.0%
2357
 
3.9%
2173
 
3.6%
1968
 
3.3%
1733
 
2.9%
1126
 
1.9%
1084
 
1.8%
Other values (417) 34065
57.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 49523
82.9%
Space Separator 7227
 
12.1%
Decimal Number 2397
 
4.0%
Close Punctuation 246
 
0.4%
Open Punctuation 245
 
0.4%
Other Punctuation 111
 
0.2%
Uppercase Letter 10
 
< 0.1%
Math Symbol 7
 
< 0.1%
Dash Punctuation 6
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
2915
 
5.9%
2750
 
5.6%
2374
 
4.8%
2357
 
4.8%
2173
 
4.4%
1968
 
4.0%
1733
 
3.5%
1126
 
2.3%
1084
 
2.2%
1048
 
2.1%
Other values (387) 29995
60.6%
Decimal Number
ValueCountFrequency (%)
0 705
29.4%
2 601
25.1%
1 442
18.4%
9 200
 
8.3%
3 110
 
4.6%
6 74
 
3.1%
8 72
 
3.0%
5 71
 
3.0%
7 63
 
2.6%
4 59
 
2.5%
Uppercase Letter
ValueCountFrequency (%)
M 2
20.0%
E 2
20.0%
T 2
20.0%
F 1
10.0%
A 1
10.0%
B 1
10.0%
L 1
10.0%
Other Punctuation
ValueCountFrequency (%)
· 69
62.2%
. 24
 
21.6%
, 15
 
13.5%
/ 3
 
2.7%
Open Punctuation
ValueCountFrequency (%)
( 243
99.2%
1
 
0.4%
[ 1
 
0.4%
Close Punctuation
ValueCountFrequency (%)
) 243
98.8%
2
 
0.8%
] 1
 
0.4%
Space Separator
ValueCountFrequency (%)
7227
100.0%
Math Symbol
ValueCountFrequency (%)
~ 7
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 49523
82.9%
Common 10239
 
17.1%
Latin 10
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
2915
 
5.9%
2750
 
5.6%
2374
 
4.8%
2357
 
4.8%
2173
 
4.4%
1968
 
4.0%
1733
 
3.5%
1126
 
2.3%
1084
 
2.2%
1048
 
2.1%
Other values (387) 29995
60.6%
Common
ValueCountFrequency (%)
7227
70.6%
0 705
 
6.9%
2 601
 
5.9%
1 442
 
4.3%
( 243
 
2.4%
) 243
 
2.4%
9 200
 
2.0%
3 110
 
1.1%
6 74
 
0.7%
8 72
 
0.7%
Other values (13) 322
 
3.1%
Latin
ValueCountFrequency (%)
M 2
20.0%
E 2
20.0%
T 2
20.0%
F 1
10.0%
A 1
10.0%
B 1
10.0%
L 1
10.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 49523
82.9%
ASCII 10177
 
17.0%
None 72
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7227
71.0%
0 705
 
6.9%
2 601
 
5.9%
1 442
 
4.3%
( 243
 
2.4%
) 243
 
2.4%
9 200
 
2.0%
3 110
 
1.1%
6 74
 
0.7%
8 72
 
0.7%
Other values (17) 260
 
2.6%
Hangul
ValueCountFrequency (%)
2915
 
5.9%
2750
 
5.6%
2374
 
4.8%
2357
 
4.8%
2173
 
4.4%
1968
 
4.0%
1733
 
3.5%
1126
 
2.3%
1084
 
2.2%
1048
 
2.1%
Other values (387) 29995
60.6%
None
ValueCountFrequency (%)
· 69
95.8%
2
 
2.8%
1
 
1.4%
Distinct276
Distinct (%)10.4%
Missing3
Missing (%)0.1%
Memory size20.9 KiB
2024-01-10T06:23:32.422843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length4
Mean length5.3120995
Min length2

Characters and Unicode

Total characters14093
Distinct characters144
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique211 ?
Unique (%)8.0%

Sample

1st row의원발의(이준우의원외16인)
2nd row의원발의(김완복의원외16인)
3rd row양석우 의원외 16인
4th row보령시장
5th row보령시장
ValueCountFrequency (%)
보령시장 2008
65.1%
시장 139
 
4.5%
9인 52
 
1.7%
5인 52
 
1.7%
51
 
1.7%
조례정비특별위원장 40
 
1.3%
보령시의회의장 39
 
1.3%
11명 36
 
1.2%
의원 24
 
0.8%
4인 19
 
0.6%
Other values (214) 626
 
20.3%
2024-01-10T06:23:32.933350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2301
16.3%
2202
15.6%
2067
14.7%
2067
14.7%
949
 
6.7%
681
 
4.8%
433
 
3.1%
340
 
2.4%
240
 
1.7%
236
 
1.7%
Other values (134) 2577
18.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 12765
90.6%
Decimal Number 451
 
3.2%
Space Separator 433
 
3.1%
Open Punctuation 221
 
1.6%
Close Punctuation 221
 
1.6%
Other Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
2301
18.0%
2202
17.3%
2067
16.2%
2067
16.2%
949
7.4%
681
 
5.3%
340
 
2.7%
240
 
1.9%
236
 
1.8%
113
 
0.9%
Other values (120) 1569
12.3%
Decimal Number
ValueCountFrequency (%)
1 159
35.3%
5 75
16.6%
9 63
 
14.0%
4 49
 
10.9%
6 27
 
6.0%
0 24
 
5.3%
8 22
 
4.9%
7 20
 
4.4%
3 9
 
2.0%
2 3
 
0.7%
Space Separator
ValueCountFrequency (%)
433
100.0%
Open Punctuation
ValueCountFrequency (%)
( 221
100.0%
Close Punctuation
ValueCountFrequency (%)
) 221
100.0%
Other Punctuation
ValueCountFrequency (%)
. 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 12765
90.6%
Common 1328
 
9.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
2301
18.0%
2202
17.3%
2067
16.2%
2067
16.2%
949
7.4%
681
 
5.3%
340
 
2.7%
240
 
1.9%
236
 
1.8%
113
 
0.9%
Other values (120) 1569
12.3%
Common
ValueCountFrequency (%)
433
32.6%
( 221
16.6%
) 221
16.6%
1 159
 
12.0%
5 75
 
5.6%
9 63
 
4.7%
4 49
 
3.7%
6 27
 
2.0%
0 24
 
1.8%
8 22
 
1.7%
Other values (4) 34
 
2.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 12765
90.6%
ASCII 1328
 
9.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
2301
18.0%
2202
17.3%
2067
16.2%
2067
16.2%
949
7.4%
681
 
5.3%
340
 
2.7%
240
 
1.9%
236
 
1.8%
113
 
0.9%
Other values (120) 1569
12.3%
ASCII
ValueCountFrequency (%)
433
32.6%
( 221
16.6%
) 221
16.6%
1 159
 
12.0%
5 75
 
5.6%
9 63
 
4.7%
4 49
 
3.7%
6 27
 
2.0%
0 24
 
1.8%
8 22
 
1.7%
Other values (4) 34
 
2.6%

발의(제출)일
Date

MISSING 

Distinct669
Distinct (%)25.5%
Missing31
Missing (%)1.2%
Memory size20.9 KiB
Minimum1995-01-02 00:00:00
Maximum2019-08-05 00:00:00
2024-01-10T06:23:33.047941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:23:33.165833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

소관위원회
Categorical

Distinct26
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size20.9 KiB
총무위원회
658 
자치행정위원회
516 
<NA>
464 
경제개발위원회
320 
산업건설위원회
296 
Other values (21)
402 

Length

Max length24
Median length14
Mean length6.2153614
Min length3

Unique

Unique12 ?
Unique (%)0.5%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
총무위원회 658
24.8%
자치행정위원회 516
19.4%
<NA> 464
17.5%
경제개발위원회 320
12.0%
산업건설위원회 296
11.1%
예산결산특별위원회 248
 
9.3%
의회운영위원회 78
 
2.9%
조례정비특별위원회 40
 
1.5%
본회의 7
 
0.3%
예산결산 특별위원회 5
 
0.2%
Other values (16) 24
 
0.9%

Length

2024-01-10T06:23:33.281007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
총무위원회 659
24.7%
자치행정위원회 516
19.3%
na 464
17.4%
경제개발위원회 320
12.0%
산업건설위원회 297
11.1%
예산결산특별위원회 248
 
9.3%
의회운영위원회 78
 
2.9%
조례정비특별위원회 40
 
1.5%
본회의 7
 
0.3%
특별위원회 7
 
0.3%
Other values (21) 33
 
1.2%

위원회 회부일
Date

MISSING 

Distinct423
Distinct (%)19.6%
Missing493
Missing (%)18.6%
Memory size20.9 KiB
Minimum1995-02-20 00:00:00
Maximum2019-08-05 00:00:00
2024-01-10T06:23:33.378644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:23:33.490242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
Distinct421
Distinct (%)19.4%
Missing490
Missing (%)18.4%
Memory size20.9 KiB
Minimum1995-02-22 00:00:00
Maximum2019-08-08 00:00:00
2024-01-10T06:23:33.604818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:23:33.716897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

위원회 처리일
Date

MISSING 

Distinct399
Distinct (%)18.4%
Missing493
Missing (%)18.6%
Memory size20.9 KiB
Minimum1995-02-23 00:00:00
Maximum2019-08-08 00:00:00
2024-01-10T06:23:33.828103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:23:33.939962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

위원회 결과
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct49
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size20.9 KiB
원안가결
1608 
<NA>
482 
수정가결
246 
수정의결
 
78
원안동의
 
46
Other values (44)
196 

Length

Max length25
Median length4
Mean length4.0741717
Min length2

Unique

Unique23 ?
Unique (%)0.9%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
원안가결 1608
60.5%
<NA> 482
 
18.1%
수정가결 246
 
9.3%
수정의결 78
 
2.9%
원안동의 46
 
1.7%
원안승인 39
 
1.5%
부결 27
 
1.0%
찬성의견 15
 
0.6%
의견서채택 15
 
0.6%
보류 14
 
0.5%
Other values (39) 86
 
3.2%

Length

2024-01-10T06:23:34.057321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
원안가결 1609
59.5%
na 482
 
17.8%
수정가결 246
 
9.1%
수정의결 78
 
2.9%
원안동의 46
 
1.7%
원안승인 39
 
1.4%
부결 27
 
1.0%
찬성의견 16
 
0.6%
의견서채택 15
 
0.6%
보류 14
 
0.5%
Other values (49) 131
 
4.8%

본회의 보고일
Date

MISSING 

Distinct354
Distinct (%)14.0%
Missing123
Missing (%)4.6%
Memory size20.9 KiB
Minimum1995-01-03 00:00:00
Maximum2019-08-09 00:00:00
2024-01-10T06:23:34.159559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:23:34.272146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

본회의 상정일
Date

MISSING 

Distinct349
Distinct (%)13.7%
Missing112
Missing (%)4.2%
Memory size20.9 KiB
Minimum1995-01-03 00:00:00
Maximum2019-08-09 00:00:00
2024-01-10T06:23:34.383184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:23:34.497145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

본회의 처리일
Date

MISSING 

Distinct353
Distinct (%)13.9%
Missing116
Missing (%)4.4%
Memory size20.9 KiB
Minimum1995-01-03 00:00:00
Maximum2019-08-09 00:00:00
2024-01-10T06:23:34.607525image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:23:34.718480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

본회의 결과
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct46
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size20.9 KiB
원안가결
1988 
수정가결
248 
<NA>
 
116
수정의결
 
80
원안동의
 
50
Other values (41)
 
174

Length

Max length24
Median length4
Mean length4.1155873
Min length2

Unique

Unique21 ?
Unique (%)0.8%

Sample

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

Common Values

ValueCountFrequency (%)
원안가결 1988
74.8%
수정가결 248
 
9.3%
<NA> 116
 
4.4%
수정의결 80
 
3.0%
원안동의 50
 
1.9%
원안승인 46
 
1.7%
의견서채택 16
 
0.6%
찬성의견 15
 
0.6%
의견서 채택 11
 
0.4%
결과보고서 채택 10
 
0.4%
Other values (36) 76
 
2.9%

Length

2024-01-10T06:23:34.828312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
원안가결 1989
72.8%
수정가결 248
 
9.1%
na 116
 
4.2%
수정의결 80
 
2.9%
원안동의 50
 
1.8%
원안승인 46
 
1.7%
채택 29
 
1.1%
찬성의견 16
 
0.6%
의견서채택 16
 
0.6%
의견서 11
 
0.4%
Other values (59) 130
 
4.8%

집행기관이송일
Date

MISSING 

Distinct254
Distinct (%)11.6%
Missing466
Missing (%)17.5%
Memory size20.9 KiB
Minimum1995-01-04 00:00:00
Maximum2019-06-28 00:00:00
2024-01-10T06:23:34.923344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:23:35.035468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

공포일
Date

MISSING 

Distinct187
Distinct (%)14.4%
Missing1359
Missing (%)51.2%
Memory size20.9 KiB
Minimum1995-01-04 00:00:00
Maximum2019-07-10 00:00:00
2024-01-10T06:23:35.148155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:23:35.288658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

공포번호
Text

MISSING 

Distinct1207
Distinct (%)98.1%
Missing1425
Missing (%)53.7%
Memory size20.9 KiB
2024-01-10T06:23:35.585324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length7
Mean length4.0974817
Min length1

Characters and Unicode

Total characters5044
Distinct characters27
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1186 ?
Unique (%)96.3%

Sample

1st row의장 2
2nd row의장 3
3rd row시장 1
4th row시장 2
5th row시장 3
ValueCountFrequency (%)
시장 163
 
11.6%
의장 7
 
0.5%
조례 6
 
0.4%
2006-80호 3
 
0.2%
859 3
 
0.2%
303 3
 
0.2%
6 2
 
0.1%
3 2
 
0.1%
2 2
 
0.1%
4 2
 
0.1%
Other values (1190) 1216
86.3%
2024-01-10T06:23:35.954556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 888
17.6%
2 462
9.2%
5 400
7.9%
3 365
 
7.2%
6 350
 
6.9%
7 343
 
6.8%
4 334
 
6.6%
9 311
 
6.2%
8 309
 
6.1%
0 287
 
5.7%
Other values (17) 995
19.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 4049
80.3%
Other Letter 810
 
16.1%
Space Separator 178
 
3.5%
Dash Punctuation 7
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
223
27.5%
215
26.5%
170
21.0%
163
20.1%
11
 
1.4%
8
 
1.0%
8
 
1.0%
3
 
0.4%
2
 
0.2%
2
 
0.2%
Other values (5) 5
 
0.6%
Decimal Number
ValueCountFrequency (%)
1 888
21.9%
2 462
11.4%
5 400
9.9%
3 365
9.0%
6 350
 
8.6%
7 343
 
8.5%
4 334
 
8.2%
9 311
 
7.7%
8 309
 
7.6%
0 287
 
7.1%
Space Separator
ValueCountFrequency (%)
178
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4234
83.9%
Hangul 810
 
16.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
223
27.5%
215
26.5%
170
21.0%
163
20.1%
11
 
1.4%
8
 
1.0%
8
 
1.0%
3
 
0.4%
2
 
0.2%
2
 
0.2%
Other values (5) 5
 
0.6%
Common
ValueCountFrequency (%)
1 888
21.0%
2 462
10.9%
5 400
9.4%
3 365
8.6%
6 350
 
8.3%
7 343
 
8.1%
4 334
 
7.9%
9 311
 
7.3%
8 309
 
7.3%
0 287
 
6.8%
Other values (2) 185
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4234
83.9%
Hangul 810
 
16.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 888
21.0%
2 462
10.9%
5 400
9.4%
3 365
8.6%
6 350
 
8.3%
7 343
 
8.1%
4 334
 
7.9%
9 311
 
7.3%
8 309
 
7.3%
0 287
 
6.8%
Other values (2) 185
 
4.4%
Hangul
ValueCountFrequency (%)
223
27.5%
215
26.5%
170
21.0%
163
20.1%
11
 
1.4%
8
 
1.0%
8
 
1.0%
3
 
0.4%
2
 
0.2%
2
 
0.2%
Other values (5) 5
 
0.6%

Interactions

2024-01-10T06:23:30.902078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T06:23:36.033751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
의안번호소관위원회위원회 결과본회의 결과
의안번호1.0000.6700.5510.482
소관위원회0.6701.0000.7020.591
위원회 결과0.5510.7021.0000.997
본회의 결과0.4820.5910.9971.000
2024-01-10T06:23:36.105884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위원회 결과소관위원회본회의 결과
위원회 결과1.0000.2230.915
소관위원회0.2231.0000.173
본회의 결과0.9150.1731.000
2024-01-10T06:23:36.179646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
의안번호소관위원회위원회 결과본회의 결과
의안번호1.0000.3050.2200.182
소관위원회0.3051.0000.2230.173
위원회 결과0.2200.2231.0000.915
본회의 결과0.1820.1730.9151.000

Missing values

2024-01-10T06:23:31.002787image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T06:23:31.167708image/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.
2024-01-10T06:23:31.319653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

의안번호의안명발의(제출)자발의(제출)일소관위원회위원회 회부일위원회 보고 및 상정일위원회 처리일위원회 결과본회의 보고일본회의 상정일본회의 처리일본회의 결과집행기관이송일공포일공포번호
01보령시의회회의규칙안의원발의(이준우의원외16인)1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-04<NA>
12보령시의회청원심사규칙안의원발의(김완복의원외16인)1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-04의장 2
23보령시의회의원 신분증규칙안양석우 의원외 16인1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-04의장 3
34보령시의회 위원회 조례안보령시장1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-05시장 1
45보령시의회 공인 조례안보령시장1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-05시장 2
56보령시의회사무국의설치 및 사무직원의정수등에 관한 조례안보령시장1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-05시장 3
67보령시의회 행정사무감사및조사에관한조례(안)보령시장1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-05시장 4
78보령시의회의원일비및여비지급에관한조례(안)보령시장1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-05시장 5
89보령시의회의원상해등보상금지급에관한조례(안)보령시장1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-05시장 6
910보령시의회에출석, 답변할수있는관계공무원의범위에관한조례(안)보령시장1995-01-02<NA><NA><NA><NA><NA>1995-01-031995-01-031995-01-03원안가결1995-01-041995-01-05시장 7
의안번호의안명발의(제출)자발의(제출)일소관위원회위원회 회부일위원회 보고 및 상정일위원회 처리일위원회 결과본회의 보고일본회의 상정일본회의 처리일본회의 결과집행기관이송일공포일공포번호
26462651보령시 보령사랑상품권 관리 및 운영 조례안보령시장2019-07-18경제개발위원회2019-07-192019-07-302019-07-30수정의결2019-08-092019-08-092019-08-09수정의결<NA><NA><NA>
26472652보령시 보령석탄박물관 관리 운영 조례 등 일부개정조례안보령시장2019-07-18경제개발위원회2019-07-192019-07-302019-07-30원안가결2019-08-092019-08-092019-08-09원안가결<NA><NA><NA>
26482653보령시 노인 등 대중교통 이용 지원에 관한 조례안보령시장2019-07-18경제개발위원회2019-07-192019-07-30<NA><NA><NA><NA><NA><NA><NA><NA><NA>
26492654보령시 대천해수욕장 스카이바이크 설치 및 관리·운영 조례 일부개정조례안보령시장2019-07-18경제개발위원회2019-07-192019-07-302019-07-30원안가결2019-08-092019-08-092019-08-09원안가결<NA><NA><NA>
26502655보령시 넝쿨강낭콩 지리적 표시 증명표장의 사용 및 운영에 관한 조례안보령시장2019-07-18경제개발위원회2019-07-192019-07-302019-07-30원안가결2019-08-092019-08-092019-08-09원안가결<NA><NA><NA>
265126562019년도 제4차 공유재산관리계획 변경안보령시장2019-07-18자치행정위원회2019-07-192019-07-302019-07-30수정의결2019-08-092019-08-092019-08-09수정의결<NA><NA><NA>
26522657예산결산특별위원회 구성 및 위원 선임의 건보령시의회의장2019-07-30<NA><NA><NA><NA><NA>2019-07-302019-07-302019-07-30원안가결<NA><NA><NA>
26532658보령~태안(제2공구) 원산안면대교 명칭」국가지명위원회 상정 및 확정 촉구 결의안박금순의원 외 11명2019-07-30<NA><NA><NA><NA><NA>2019-07-302019-07-302019-07-30원안가결<NA><NA><NA>
26542659「일본 수출규제 조치 철회」촉구 결의안조성철의원 외 11명2019-07-30<NA><NA><NA><NA><NA>2019-07-302019-07-302019-07-30원안가결<NA><NA><NA>
265526602019년도 제2회 추가경정 수정예산안보령시장2019-08-05예산결산특별위원회2019-08-052019-08-082019-08-08수정의결2019-08-092019-08-092019-08-09수정의결<NA><NA><NA>