gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	8027
Missing cells	17993
Missing cells (%)	17.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	854.6 KiB
Average record size in memory	109.0 B

Variable types

Numeric	5
Text	5
Categorical	3

Dataset

Description	투표번호,투표제목,투표취지,투표시작,투표종료,등록자(닉네임),투표구분,투표상태,참여자,댓글수,정책반영유무,정책반영게시글,투표상세URL
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-13442/S/1/datasetView.do

Alerts

`투표번호` is highly overall correlated with `투표시작` and 1 other fields	High correlation
`투표시작` is highly overall correlated with `투표번호` and 1 other fields	High correlation
`투표종료` is highly overall correlated with `투표번호` and 1 other fields	High correlation
`참여자` is highly overall correlated with `댓글수`	High correlation
`댓글수` is highly overall correlated with `참여자`	High correlation
`투표구분` is highly overall correlated with `정책반영유무`	High correlation
`정책반영유무` is highly overall correlated with `투표구분`	High correlation
`투표상태` is highly imbalanced (74.6%)	Imbalance
`정책반영유무` is highly imbalanced (56.1%)	Imbalance
`투표취지` has 3318 (41.3%) missing values	Missing
`등록자(닉네임)` has 3008 (37.5%) missing values	Missing
`참여자` has 344 (4.3%) missing values	Missing
`댓글수` has 4024 (50.1%) missing values	Missing
`정책반영게시글` has 7299 (90.9%) missing values	Missing
`참여자` is highly skewed (γ1 = 27.73795463)	Skewed
`댓글수` is highly skewed (γ1 = 20.9671017)	Skewed

Reproduction

Analysis started	2024-05-04 04:06:08.980627
Analysis finished	2024-05-04 04:06:27.993786
Duration	19.01 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

투표번호
Real number (ℝ)

HIGH CORRELATION

Distinct	8022
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44387.836

Minimum	555
Maximum	86876
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	70.7 KiB

Quantile statistics

Minimum	555
5-th percentile	6061.3
Q1	28011
median	43747
Q3	62501
95-th percentile	83241.7
Maximum	86876
Range	86321
Interquartile range (IQR)	34490

Descriptive statistics

Standard deviation	23502.042
Coefficient of variation (CV)	0.52947033
Kurtosis	-0.94776054
Mean	44387.836
Median Absolute Deviation (MAD)	18425
Skewness	-0.075562372
Sum	3.5630116 × 10⁸
Variance	5.5234598 × 10⁸
Monotonicity	Decreasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63366	2	< 0.1%
41338	2	< 0.1%
63338	2	< 0.1%
86417	2	< 0.1%
63285	2	< 0.1%
33783	1	< 0.1%
33784	1	< 0.1%
33785	1	< 0.1%
33781	1	< 0.1%
33799	1	< 0.1%
Other values (8012)	8012	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
555	1	< 0.1%
762	1	< 0.1%
764	1	< 0.1%
765	1	< 0.1%
773	1	< 0.1%
774	1	< 0.1%
782	1	< 0.1%
783	1	< 0.1%
784	1	< 0.1%
785	1	< 0.1%

Value	Count	Frequency (%)
86876	1	< 0.1%
86854	1	< 0.1%
86852	1	< 0.1%
86851	1	< 0.1%
86850	1	< 0.1%
86849	1	< 0.1%
86848	1	< 0.1%
86847	1	< 0.1%
86846	1	< 0.1%
86845	1	< 0.1%

투표제목
Text

Distinct	7690
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Memory size	62.8 KiB

Length

Max length	268
Median length	198
Mean length	42.366887
Min length	1

Characters and Unicode

Total characters	340079
Distinct characters	1315
Distinct categories	17 ?
Distinct scripts	4 ?
Distinct blocks	11 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7486 ?
Unique (%)	93.3%

Sample

1st row	어린이집에서 12~24개월(만2세)까지 식단을 따로 제공하는 것에 대해 어떻게 생각하시나요?
2nd row	광화문광장 육조마당에서 팝업! 펀업! 행사를 진행하는것 아시나요?
3rd row	「서울형 키즈카페」에 키즈 메뉴용 「AI 브런치 로봇」을 설치하면 어떨까요?
4th row	‘Let’s Nodeul(렛츠 노들) 서포터즈
5th row	서울 문화의 밤

Value	Count	Frequency (%)
어떻게	666	1.0%
알고	438	0.6%
서울시	424	0.6%
	364	0.5%
대해	361	0.5%
있습니다	317	0.5%
가장	299	0.4%
조사	288	0.4%
생각하시나요	283	0.4%
위한	283	0.4%
Other values (28320)	65907	94.7%

Most occurring characters

Value	Count	Frequency (%)
	65029	19.1%
?	5581	1.6%
요	5243	1.5%
이	5180	1.5%
시	5010	1.5%
서	4862	1.4%
하	4538	1.3%
는	3966	1.2%
에	3898	1.1%
가	3813	1.1%
Other values (1305)	232959	68.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	233591	68.7%
Space Separator	65029	19.1%
Other Punctuation	15998	4.7%
Decimal Number	13842	4.1%
Lowercase Letter	5562	1.6%
Close Punctuation	1740	0.5%
Open Punctuation	1733	0.5%
Uppercase Letter	1384	0.4%
Math Symbol	356	0.1%
Final Punctuation	262	0.1%
Other values (7)	582	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
요	5243	2.2%
이	5180	2.2%
시	5010	2.1%
서	4862	2.1%
하	4538	1.9%
는	3966	1.7%
에	3898	1.7%
가	3813	1.6%
을	3314	1.4%
지	3251	1.4%
Other values (1171)	190516	81.6%

Lowercase Letter

Value	Count	Frequency (%)
t	813	14.6%
o	605	10.9%
e	456	8.2%
s	442	7.9%
u	424	7.6%
a	250	4.5%
q	248	4.5%
r	242	4.4%
i	220	4.0%
l	219	3.9%
Other values (16)	1643	29.5%

Uppercase Letter

Value	Count	Frequency (%)
S	134	9.7%
T	123	8.9%
C	112	8.1%
I	107	7.7%
O	106	7.7%
D	76	5.5%
P	73	5.3%
B	64	4.6%
A	64	4.6%
M	63	4.6%
Other values (16)	462	33.4%

Other Punctuation

Value	Count	Frequency (%)
?	5581	34.9%
.	3067	19.2%
,	1868	11.7%
;	1368	8.6%
&	1365	8.5%
#	1006	6.3%
!	753	4.7%
/	496	3.1%
:	219	1.4%
'	115	0.7%
Other values (8)	160	1.0%

Other Symbol

Value	Count	Frequency (%)
♡	15	31.9%
★	7	14.9%
♥	5	10.6%
○	4	8.5%
▲	3	6.4%
☞	2	4.3%
□	2	4.3%
◀	1	2.1%
▶	1	2.1%
♣	1	2.1%
Other values (6)	6	12.8%

Decimal Number

Value	Count	Frequency (%)
0	3379	24.4%
2	2732	19.7%
1	2285	16.5%
3	1729	12.5%
9	1463	10.6%
5	551	4.0%
4	508	3.7%
7	481	3.5%
8	365	2.6%
6	349	2.5%

Other Number

Value	Count	Frequency (%)
②	4	25.0%
①	4	25.0%
③	2	12.5%
④	1	6.2%
⑴	1	6.2%
⑵	1	6.2%
⑶	1	6.2%
⑷	1	6.2%
⑸	1	6.2%

Math Symbol

Value	Count	Frequency (%)
~	305	85.7%
+	20	5.6%
=	13	3.7%
>	6	1.7%
→	5	1.4%
<	5	1.4%
\|	2	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	1344	77.2%
]	239	13.7%
」	129	7.4%
』	25	1.4%
】	2	0.1%
》	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1337	77.1%
[	239	13.8%
「	129	7.4%
『	25	1.4%
【	2	0.1%
《	1	0.1%

Initial Punctuation

Value	Count	Frequency (%)
‘	232	89.6%
“	27	10.4%

Final Punctuation

Value	Count	Frequency (%)
’	231	88.2%
”	31	11.8%

Modifier Symbol

Value	Count	Frequency (%)
^	42	61.8%
`	26	38.2%

Space Separator

Value	Count	Frequency (%)
	65029	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	162	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	28	100.0%

Control

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	233543	68.7%
Common	99542	29.3%
Latin	6946	2.0%
Han	48	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
요	5243	2.2%
이	5180	2.2%
시	5010	2.1%
서	4862	2.1%
하	4538	1.9%
는	3966	1.7%
에	3898	1.7%
가	3813	1.6%
을	3314	1.4%
지	3251	1.4%
Other values (1133)	190468	81.6%

Common

Value	Count	Frequency (%)
	65029	65.3%
?	5581	5.6%
0	3379	3.4%
.	3067	3.1%
2	2732	2.7%
1	2285	2.3%
,	1868	1.9%
3	1729	1.7%
9	1463	1.5%
;	1368	1.4%
Other values (72)	11041	11.1%

Latin

Value	Count	Frequency (%)
t	813	11.7%
o	605	8.7%
e	456	6.6%
s	442	6.4%
u	424	6.1%
a	250	3.6%
q	248	3.6%
r	242	3.5%
i	220	3.2%
l	219	3.2%
Other values (42)	3027	43.6%

Han

Value	Count	Frequency (%)
通	3	6.2%
怒	2	4.2%
風	2	4.2%
除	2	4.2%
無	2	4.2%
濤	2	4.2%
淸	2	4.2%
日	2	4.2%
洞	2	4.2%
史	1	2.1%
Other values (28)	28	58.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	233470	68.7%
ASCII	105554	31.0%
Punctuation	550	0.2%
None	316	0.1%
Compat Jamo	73	< 0.1%
CJK	48	< 0.1%
Misc Symbols	32	< 0.1%
Enclosed Alphanum	16	< 0.1%
Geometric Shapes	11	< 0.1%
Arrows	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	65029	61.6%
?	5581	5.3%
0	3379	3.2%
.	3067	2.9%
2	2732	2.6%
1	2285	2.2%
,	1868	1.8%
3	1729	1.6%
9	1463	1.4%
;	1368	1.3%
Other values (82)	17053	16.2%

Hangul

Value	Count	Frequency (%)
요	5243	2.2%
이	5180	2.2%
시	5010	2.1%
서	4862	2.1%
하	4538	1.9%
는	3966	1.7%
에	3898	1.7%
가	3813	1.6%
을	3314	1.4%
지	3251	1.4%
Other values (1117)	190395	81.6%

Punctuation

Value	Count	Frequency (%)
‘	232	42.2%
’	231	42.0%
”	31	5.6%
“	27	4.9%
…	19	3.5%
※	8	1.5%
″	2	0.4%

None

Value	Count	Frequency (%)
「	129	40.8%
」	129	40.8%
』	25	7.9%
『	25	7.9%
【	2	0.6%
】	2	0.6%
·	2	0.6%
》	1	0.3%
《	1	0.3%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	16	21.9%
ㄱ	8	11.0%
ㅠ	7	9.6%
ㅅ	5	6.8%
ㅇ	5	6.8%
ㄴ	5	6.8%
ㄷ	4	5.5%
ㄸ	4	5.5%
ㄹ	4	5.5%
ㅡ	3	4.1%
Other values (6)	12	16.4%

Misc Symbols

Value	Count	Frequency (%)
♡	15	46.9%
★	7	21.9%
♥	5	15.6%
☞	2	6.2%
♣	1	3.1%
☎	1	3.1%
☆	1	3.1%

Arrows

Value	Count	Frequency (%)
→	5	100.0%

Geometric Shapes

Value	Count	Frequency (%)
○	4	36.4%
▲	3	27.3%
□	2	18.2%
◀	1	9.1%
▶	1	9.1%

Enclosed Alphanum

Value	Count	Frequency (%)
②	4	25.0%
①	4	25.0%
③	2	12.5%
④	1	6.2%
⑴	1	6.2%
⑵	1	6.2%
⑶	1	6.2%
⑷	1	6.2%
⑸	1	6.2%

CJK

Value	Count	Frequency (%)
通	3	6.2%
怒	2	4.2%
風	2	4.2%
除	2	4.2%
無	2	4.2%
濤	2	4.2%
淸	2	4.2%
日	2	4.2%
洞	2	4.2%
史	1	2.1%
Other values (28)	28	58.3%

CJK Compat

Value	Count	Frequency (%)
㎞	1	25.0%
㎍	1	25.0%
㎥	1	25.0%
㎢	1	25.0%

투표취지
Text

MISSING

Distinct	4115
Distinct (%)	87.4%
Missing	3318
Missing (%)	41.3%
Memory size	62.8 KiB

Length

Max length	1024
Median length	601
Mean length	147.0601
Min length	1

Characters and Unicode

Total characters	692506
Distinct characters	1411
Distinct categories	17 ?
Distinct scripts	4 ?
Distinct blocks	14 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3913 ?
Unique (%)	83.1%

Sample

1st row	많은 소아과 전문의가 "지금 아토피더라도, 24개월까지 아기들의 먹거리를 조심하면 좋아질 수 있다."라고 말합니다. 그만큼 12~24개월의 아기 먹거리가 중요하다는 말이지요. 하지만 어린이집 식단은 이런 부분이 고려되지 않은 것이 현실입니다. 어린이집에서 12~24개월까지 식단을 따로 제공하는 것에 어떻게 생각하시나요?
2nd row	어린이날 어디 갈까?…고민되시나요? - 5월 4일(토)~5월 6일(월) 광화문광장 육조마당에서, ‘광화문 가족 동행 축제 팝업!펀업!’ 개최합니다. 이번 행사 컨셉은 광화문광장에 미디어 체험?이벤트 팝업 부스로 재미있는 공간을 만들고, 그 공간에서 즐거움을 선사하는 것입니다. 자세한 내용은 광화문광장 누리집을 통해 확인할 수 있습니다.
3rd row	푸드테크 로봇에 대한 시민인지도 조사
4th row	푸드테크 로봇에 대한 시민인지도 조사
5th row	손목닥터9988 사업 참여자들에게 지급하는 적립 및 사용 가능한 서울페이머니(포인트) 연 10만 한도에 대해서 이제 사업 2년차를 지나고 있는 시점에 만약 어느 정도 증액 가능하다면 페이머니 적립 상한선은 어느 정도로 설정하는 게 좋을지에 대한 시민 의견을 묻습니다. * 참고 공지: 서울페이머니 사용처 서울페이 사용 가능처로 확대됨

Value	Count	Frequency (%)
	2239	1.9%
및	919	0.8%
있습니다	742	0.6%
합니다	673	0.6%
대한	619	0.5%
수	586	0.5%
style="font-size	553	0.5%
위해	493	0.4%
의견을	462	0.4%
서울시	457	0.4%
Other values (37479)	111575	93.5%

Most occurring characters

Value	Count	Frequency (%)
	120700	17.4%
t	20627	3.0%
;	18609	2.7%
&	15184	2.2%
.	8654	1.2%
l	8340	1.2%
하	8313	1.2%
시	7719	1.1%
다	7346	1.1%
이	7345	1.1%
Other values (1401)	469669	67.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	362826	52.4%
Space Separator	120701	17.4%
Lowercase Letter	103578	15.0%
Other Punctuation	59356	8.6%
Decimal Number	28377	4.1%
Dash Punctuation	5858	0.8%
Close Punctuation	2682	0.4%
Open Punctuation	2640	0.4%
Math Symbol	2417	0.3%
Uppercase Letter	2327	0.3%
Other values (7)	1744	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
하	8313	2.3%
시	7719	2.1%
다	7346	2.0%
이	7345	2.0%
의	6619	1.8%
을	6517	1.8%
서	6500	1.8%
에	6110	1.7%
는	6061	1.7%
니	6027	1.7%
Other values (1243)	294269	81.1%

Other Symbol

Value	Count	Frequency (%)
○	187	26.3%
★	122	17.2%
□	77	10.8%
■	66	9.3%
☎	63	8.9%
▶	41	5.8%
▲	24	3.4%
●	23	3.2%
☞	18	2.5%
▣	17	2.4%
Other values (19)	73	10.3%

Lowercase Letter

Value	Count	Frequency (%)
t	20627	19.9%
l	8340	8.1%
o	6982	6.7%
s	6964	6.7%
g	6808	6.6%
n	6392	6.2%
a	5860	5.7%
p	5824	5.6%
i	4998	4.8%
e	4168	4.0%
Other values (16)	26615	25.7%

Uppercase Letter

Value	Count	Frequency (%)
S	340	14.6%
N	235	10.1%
E	215	9.2%
U	202	8.7%
R	123	5.3%
C	112	4.8%
P	98	4.2%
D	94	4.0%
A	87	3.7%
I	84	3.6%
Other values (16)	737	31.7%

Other Punctuation

Value	Count	Frequency (%)
;	18609	31.4%
&	15184	25.6%
.	8654	14.6%
:	4474	7.5%
/	4044	6.8%
,	3925	6.6%
?	1888	3.2%
#	1029	1.7%
!	712	1.2%
%	301	0.5%
Other values (7)	536	0.9%

Math Symbol

Value	Count	Frequency (%)
=	1610	66.6%
~	728	30.1%
+	21	0.9%
<	12	0.5%
>	12	0.5%
→	11	0.5%
▷	10	0.4%
＜	4	0.2%
＞	4	0.2%
√	2	0.1%
Other values (3)	3	0.1%

Decimal Number

Value	Count	Frequency (%)
0	6716	23.7%
2	5361	18.9%
1	5008	17.6%
3	3476	12.2%
9	1958	6.9%
5	1419	5.0%
4	1289	4.5%
8	1118	3.9%
7	1100	3.9%
6	932	3.3%

Other Number

Value	Count	Frequency (%)
②	10	24.4%
①	10	24.4%
③	8	19.5%
④	4	9.8%
⑤	3	7.3%
⑥	2	4.9%
⑦	1	2.4%
⑧	1	2.4%
⑨	1	2.4%
⑩	1	2.4%

Close Punctuation

Value	Count	Frequency (%)
)	2275	84.8%
]	219	8.2%
」	137	5.1%
』	35	1.3%
）	6	0.2%
】	5	0.2%
》	4	0.1%
〉	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2239	84.8%
[	219	8.3%
「	137	5.2%
『	35	1.3%
【	5	0.2%
《	4	0.2%
〈	1	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
^	182	93.3%
˘	8	4.1%
`	5	2.6%

Space Separator

Value	Count	Frequency (%)
	120700	> 99.9%
	1	< 0.1%

Final Punctuation

Value	Count	Frequency (%)
’	337	90.3%
”	36	9.7%

Initial Punctuation

Value	Count	Frequency (%)
‘	324	89.3%
“	39	10.7%

Dash Punctuation

Value	Count	Frequency (%)
-	5858	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	57	100.0%

Control

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	362748	52.4%
Common	223774	32.3%
Latin	105905	15.3%
Han	79	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
하	8313	2.3%
시	7719	2.1%
다	7346	2.0%
이	7345	2.0%
의	6619	1.8%
을	6517	1.8%
서	6500	1.8%
에	6110	1.7%
는	6061	1.7%
니	6027	1.7%
Other values (1201)	294191	81.1%

Common

Value	Count	Frequency (%)
	120700	53.9%
;	18609	8.3%
&	15184	6.8%
.	8654	3.9%
0	6716	3.0%
-	5858	2.6%
2	5361	2.4%
1	5008	2.2%
:	4474	2.0%
/	4044	1.8%
Other values (95)	29166	13.0%

Latin

Value	Count	Frequency (%)
t	20627	19.5%
l	8340	7.9%
o	6982	6.6%
s	6964	6.6%
g	6808	6.4%
n	6392	6.0%
a	5860	5.5%
p	5824	5.5%
i	4998	4.7%
e	4168	3.9%
Other values (42)	28942	27.3%

Han

Value	Count	Frequency (%)
洞	10	12.7%
區	9	11.4%
通	4	5.1%
中	3	3.8%
溫	3	3.8%
淸	3	3.8%
濤	3	3.8%
怒	3	3.8%
風	3	3.8%
憲	2	2.5%
Other values (33)	36	45.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	362528	52.4%
ASCII	327581	47.3%
Punctuation	923	0.1%
Geometric Shapes	462	0.1%
None	405	0.1%
Misc Symbols	229	< 0.1%
Compat Jamo	219	< 0.1%
CJK	79	< 0.1%
Enclosed Alphanum	41	< 0.1%
CJK Compat	15	< 0.1%
Other values (4)	24	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	120700	36.8%
t	20627	6.3%
;	18609	5.7%
&	15184	4.6%
.	8654	2.6%
l	8340	2.5%
o	6982	2.1%
s	6964	2.1%
g	6808	2.1%
0	6716	2.1%
Other values (80)	107997	33.0%

Hangul

Value	Count	Frequency (%)
하	8313	2.3%
시	7719	2.1%
다	7346	2.0%
이	7345	2.0%
의	6619	1.8%
을	6517	1.8%
서	6500	1.8%
에	6110	1.7%
는	6061	1.7%
니	6027	1.7%
Other values (1178)	293971	81.1%

Punctuation

Value	Count	Frequency (%)
’	337	36.5%
‘	324	35.1%
※	183	19.8%
“	39	4.2%
”	36	3.9%
…	4	0.4%

Geometric Shapes

Value	Count	Frequency (%)
○	187	40.5%
□	77	16.7%
■	66	14.3%
▶	41	8.9%
▲	24	5.2%
●	23	5.0%
▣	17	3.7%
▷	10	2.2%
◈	5	1.1%
◎	4	0.9%
Other values (3)	8	1.7%

None

Value	Count	Frequency (%)
「	137	33.8%
」	137	33.8%
』	35	8.6%
『	35	8.6%
°	13	3.2%
·	10	2.5%
）	6	1.5%
【	5	1.2%
】	5	1.2%
》	4	1.0%
Other values (9)	18	4.4%

Misc Symbols

Value	Count	Frequency (%)
★	122	53.3%
☎	63	27.5%
☞	18	7.9%
☆	12	5.2%
☏	7	3.1%
♣	3	1.3%
♥	1	0.4%
♡	1	0.4%
♬	1	0.4%
♂	1	0.4%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	73	33.3%
ㅠ	28	12.8%
ㆍ	27	12.3%
ㄴ	11	5.0%
ㄷ	10	4.6%
ㅜ	8	3.7%
ㅁ	8	3.7%
ㄸ	8	3.7%
ㅋ	8	3.7%
ㅎ	7	3.2%
Other values (12)	31	14.2%

Arrows

Value	Count	Frequency (%)
→	11	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
②	10	24.4%
①	10	24.4%
③	8	19.5%
④	4	9.8%
⑤	3	7.3%
⑥	2	4.9%
⑦	1	2.4%
⑧	1	2.4%
⑨	1	2.4%
⑩	1	2.4%

CJK

Value	Count	Frequency (%)
洞	10	12.7%
區	9	11.4%
通	4	5.1%
中	3	3.8%
溫	3	3.8%
淸	3	3.8%
濤	3	3.8%
怒	3	3.8%
風	3	3.8%
憲	2	2.5%
Other values (33)	36	45.6%

CJK Compat

Value	Count	Frequency (%)
㎡	10	66.7%
㎢	3	20.0%
㎞	1	6.7%
㎥	1	6.7%

Modifier Letters

Value	Count	Frequency (%)
˘	8	100.0%

Math Operators

Value	Count	Frequency (%)
√	2	50.0%
≪	1	25.0%
≫	1	25.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

투표시작
Real number (ℝ)

HIGH CORRELATION

Distinct	7163
Distinct (%)	89.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0182503 × 10¹¹

Minimum	2.0140128 × 10¹¹
Maximum	2.0240503 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	70.7 KiB

Quantile statistics

Minimum	2.0140128 × 10¹¹
5-th percentile	2.0140618 × 10¹¹
Q1	2.0150529 × 10¹¹
median	2.0180119 × 10¹¹
Q3	2.0210917 × 10¹¹
95-th percentile	2.0231124 × 10¹¹
Maximum	2.0240503 × 10¹¹
Range	1.0037515 × 10⁹
Interquartile range (IQR)	6.0387976 × 10⁸

Descriptive statistics

Standard deviation	3.2737794 × 10⁸
Coefficient of variation (CV)	0.0016220879
Kurtosis	-1.3510552
Mean	2.0182503 × 10¹¹
Median Absolute Deviation (MAD)	3.0392087 × 10⁸
Skewness	0.18280034
Sum	1.6200495 × 10¹⁵
Variance	1.0717632 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202206150900	31	0.4%
201409181000	28	0.3%
202202030900	15	0.2%
201711010900	13	0.2%
201711280900	11	0.1%
201712040900	11	0.1%
201711070900	10	0.1%
201712010900	10	0.1%
202401040059	10	0.1%
202212050900	9	0.1%
Other values (7153)	7879	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201401280000	1	< 0.1%
201402060000	2	< 0.1%
201402060859	1	< 0.1%
201402060916	1	< 0.1%
201402060919	1	< 0.1%
201402080614	1	< 0.1%
201402081500	1	< 0.1%
201402081504	1	< 0.1%
201402081537	1	< 0.1%
201402081549	1	< 0.1%

Value	Count	Frequency (%)
202405031501	1	< 0.1%
202405030620	1	< 0.1%
202405020000	1	< 0.1%
202405011955	1	< 0.1%
202405011816	1	< 0.1%
202405011811	2	< 0.1%
202405011810	1	< 0.1%
202405011804	2	< 0.1%
202405011803	1	< 0.1%
202405011801	2	< 0.1%

투표종료
Real number (ℝ)

HIGH CORRELATION

Distinct	6388
Distinct (%)	79.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0183144 × 10¹¹

Minimum	2.0140208 × 10¹¹
Maximum	2.0241231 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	70.7 KiB

Quantile statistics

Minimum	2.0140208 × 10¹¹
5-th percentile	2.0140627 × 10¹¹
Q1	2.0150804 × 10¹¹
median	2.0180228 × 10¹¹
Q3	2.0211017 × 10¹¹
95-th percentile	2.0231218 × 10¹¹
Maximum	2.0241231 × 10¹¹
Range	1.0102324 × 10⁹
Interquartile range (IQR)	6.0213 × 10⁸

Descriptive statistics

Standard deviation	3.2654403 × 10⁸
Coefficient of variation (CV)	0.0016179047
Kurtosis	-1.3373449
Mean	2.0183144 × 10¹¹
Median Absolute Deviation (MAD)	3.0119923 × 10⁸
Skewness	0.19413516
Sum	1.620101 × 10¹⁵
Variance	1.06631 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
201410101800	30	0.4%
202206211200	30	0.4%
201711302300	21	0.3%
201711301800	17	0.2%
201705312359	17	0.2%
202204302359	16	0.2%
201712312359	16	0.2%
201707312359	16	0.2%
201412310900	16	0.2%
201711300900	15	0.2%
Other values (6378)	7833	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201402080000	1	< 0.1%
201402090916	1	< 0.1%
201402132014	1	< 0.1%
201402132019	1	< 0.1%
201402141305	1	< 0.1%
201403061200	1	< 0.1%
201403081200	2	< 0.1%
201403091319	1	< 0.1%
201403092047	1	< 0.1%
201403100809	1	< 0.1%

Value	Count	Frequency (%)
202412312359	1	< 0.1%
202406090852	1	< 0.1%
202406082231	1	< 0.1%
202406062002	1	< 0.1%
202406052314	1	< 0.1%
202406051010	1	< 0.1%
202406042215	1	< 0.1%
202406042212	1	< 0.1%
202406042210	1	< 0.1%
202406042102	1	< 0.1%

등록자(닉네임)
Text

MISSING

Distinct	649
Distinct (%)	12.9%
Missing	3008
Missing (%)	37.5%
Memory size	62.8 KiB

Length

Max length	18
Median length	16
Mean length	5.2769476
Min length	2

Characters and Unicode

Total characters	26485
Distinct characters	433
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	299 ?
Unique (%)	6.0%

Sample

1st row	wistake
2nd row	이영남
3rd row	이상돈
4th row	잰이
5th row	잰이

Value	Count	Frequency (%)
서울특별시	336	6.6%
잰이	174	3.4%
seoul	158	3.1%
피스위버	122	2.4%
마니마니마니76	116	2.3%
서울사랑윤희	104	2.1%
lhaej57	103	2.0%
이상돈	88	1.7%
하얀날개	83	1.6%
효지	80	1.6%
Other values (643)	3703	73.1%

Most occurring characters

Value	Count	Frequency (%)
서	856	3.2%
과	823	3.1%
울	677	2.6%
e	659	2.5%
시	653	2.5%
이	583	2.2%
특	532	2.0%
별	532	2.0%
육	473	1.8%
정	452	1.7%
Other values (423)	20245	76.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	20372	76.9%
Lowercase Letter	4497	17.0%
Decimal Number	1180	4.5%
Uppercase Letter	345	1.3%
Space Separator	55	0.2%
Dash Punctuation	26	0.1%
Other Punctuation	7	< 0.1%
Close Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	856	4.2%
과	823	4.0%
울	677	3.3%
시	653	3.2%
이	583	2.9%
특	532	2.6%
별	532	2.6%
육	473	2.3%
정	452	2.2%
관	445	2.2%
Other values (368)	14346	70.4%

Lowercase Letter

Value	Count	Frequency (%)
e	659	14.7%
l	362	8.0%
o	358	8.0%
a	345	7.7%
g	281	6.2%
n	278	6.2%
i	269	6.0%
s	269	6.0%
r	224	5.0%
u	201	4.5%
Other values (16)	1251	27.8%

Uppercase Letter

Value	Count	Frequency (%)
C	81	23.5%
K	68	19.7%
B	56	16.2%
A	54	15.7%
I	53	15.4%
P	14	4.1%
S	5	1.4%
T	5	1.4%
G	4	1.2%
U	4	1.2%

Decimal Number

Value	Count	Frequency (%)
7	289	24.5%
1	250	21.2%
6	145	12.3%
5	140	11.9%
2	117	9.9%
8	75	6.4%
0	53	4.5%
3	47	4.0%
4	43	3.6%
9	21	1.8%

Other Punctuation

Value	Count	Frequency (%)
.	4	57.1%
@	2	28.6%
!	1	14.3%

Space Separator

Value	Count	Frequency (%)
	55	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	20372	76.9%
Latin	4842	18.3%
Common	1271	4.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	856	4.2%
과	823	4.0%
울	677	3.3%
시	653	3.2%
이	583	2.9%
특	532	2.6%
별	532	2.6%
육	473	2.3%
정	452	2.2%
관	445	2.2%
Other values (368)	14346	70.4%

Latin

Value	Count	Frequency (%)
e	659	13.6%
l	362	7.5%
o	358	7.4%
a	345	7.1%
g	281	5.8%
n	278	5.7%
i	269	5.6%
s	269	5.6%
r	224	4.6%
u	201	4.2%
Other values (27)	1596	33.0%

Common

Value	Count	Frequency (%)
7	289	22.7%
1	250	19.7%
6	145	11.4%
5	140	11.0%
2	117	9.2%
8	75	5.9%
	55	4.3%
0	53	4.2%
3	47	3.7%
4	43	3.4%
Other values (8)	57	4.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	20355	76.9%
ASCII	6113	23.1%
Compat Jamo	17	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
서	856	4.2%
과	823	4.0%
울	677	3.3%
시	653	3.2%
이	583	2.9%
특	532	2.6%
별	532	2.6%
육	473	2.3%
정	452	2.2%
관	445	2.2%
Other values (364)	14329	70.4%

ASCII

Value	Count	Frequency (%)
e	659	10.8%
l	362	5.9%
o	358	5.9%
a	345	5.6%
7	289	4.7%
g	281	4.6%
n	278	4.5%
i	269	4.4%
s	269	4.4%
1	250	4.1%
Other values (45)	2753	45.0%

Compat Jamo

Value	Count	Frequency (%)
ㅂ	5	29.4%
ㅈ	5	29.4%
ㄷ	5	29.4%
ㅠ	2	11.8%

투표구분
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	62.8 KiB

우리끼리	6039
정책투표	1988

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
우리끼리	6039	75.2%
정책투표	1988	24.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
우리끼리	6039	75.2%
정책투표	1988	24.8%

투표상태
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	62.8 KiB

마감	7685
상용	342

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
마감	7685	95.7%
상용	342	4.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
마감	7685	95.7%
상용	342	4.3%

참여자
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	1025
Distinct (%)	13.3%
Missing	344
Missing (%)	4.3%
Infinite	0
Infinite (%)	0.0%
Mean	382.52232

Minimum	1
Maximum	156390
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	70.7 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	16
median	43
Q3	99
95-th percentile	1109.5
Maximum	156390
Range	156389
Interquartile range (IQR)	83

Descriptive statistics

Standard deviation	3829.5085
Coefficient of variation (CV)	10.011203
Kurtosis	881.39195
Mean	382.52232
Median Absolute Deviation (MAD)	32
Skewness	27.737955
Sum	2938919
Variance	14665135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	217	2.7%
2	164	2.0%
5	138	1.7%
9	138	1.7%
3	137	1.7%
8	121	1.5%
10	117	1.5%
13	116	1.4%
20	114	1.4%
15	111	1.4%
Other values (1015)	6310	78.6%
(Missing)	344	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	217	2.7%
2	164	2.0%
3	137	1.7%
4	107	1.3%
5	138	1.7%
6	103	1.3%
7	107	1.3%
8	121	1.5%
9	138	1.7%
10	117	1.5%

Value	Count	Frequency (%)
156390	1	< 0.1%
120801	1	< 0.1%
116943	2	< 0.1%
107938	1	< 0.1%
102535	1	< 0.1%
59731	1	< 0.1%
51608	1	< 0.1%
51150	1	< 0.1%
49031	1	< 0.1%
48743	1	< 0.1%

댓글수
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	104
Distinct (%)	2.6%
Missing	4024
Missing (%)	50.1%
Infinite	0
Infinite (%)	0.0%
Mean	9.5718211

Minimum	1
Maximum	929
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	70.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	6
Q3	11
95-th percentile	27
Maximum	929
Range	928
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	23.333352
Coefficient of variation (CV)	2.4377129
Kurtosis	686.58808
Mean	9.5718211
Median Absolute Deviation (MAD)	4
Skewness	20.967102
Sum	38316
Variance	544.4453
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	750	9.3%
2	363	4.5%
3	290	3.6%
4	277	3.5%
6	262	3.3%
5	261	3.3%
7	220	2.7%
8	207	2.6%
9	173	2.2%
10	158	2.0%
Other values (94)	1042	13.0%
(Missing)	4024	50.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	750	9.3%
2	363	4.5%
3	290	3.6%
4	277	3.5%
5	261	3.3%
6	262	3.3%
7	220	2.7%
8	207	2.6%
9	173	2.2%
10	158	2.0%

Value	Count	Frequency (%)
929	1	< 0.1%
510	1	< 0.1%
345	1	< 0.1%
324	1	< 0.1%
312	1	< 0.1%
203	1	< 0.1%
184	1	< 0.1%
178	1	< 0.1%
170	1	< 0.1%
162	1	< 0.1%

정책반영유무
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	62.8 KiB

무	7299
유	728

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
무	7299	90.9%
유	728	9.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
무	7299	90.9%
유	728	9.1%

정책반영게시글
Text

MISSING

Distinct	728
Distinct (%)	100.0%
Missing	7299
Missing (%)	90.9%
Memory size	62.8 KiB

Length

Max length	81
Median length	81
Mean length	80.717033
Min length	78

Characters and Unicode

Total characters	58762
Distinct characters	37
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	728 ?
Unique (%)	100.0%

Sample

1st row	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=4980
2nd row	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=4960
3rd row	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=4900
4th row	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=4860
5th row	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=4940

Value	Count	Frequency (%)
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=4601	1	0.1%
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=2402	1	0.1%
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=2400	1	0.1%
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=2399	1	0.1%
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=2398	1	0.1%
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=2397	1	0.1%
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=2396	1	0.1%
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=2395	1	0.1%
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=2394	1	0.1%
https://mvoting.seoul.go.kr/mvoting/policy/selectpolicy.do?policy_reflct_seq=2393	1	0.1%
Other values (718)	718	98.6%

Most occurring characters

Value	Count	Frequency (%)
o	5824	9.9%
t	4368	7.4%
l	4368	7.4%
c	3640	6.2%
e	3640	6.2%
/	3640	6.2%
i	3640	6.2%
s	2912	5.0%
.	2912	5.0%
p	2184	3.7%
Other values (27)	21634	36.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	45136	76.8%
Other Punctuation	8008	13.6%
Decimal Number	2706	4.6%
Connector Punctuation	1456	2.5%
Math Symbol	728	1.2%
Uppercase Letter	728	1.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	5824	12.9%
t	4368	9.7%
l	4368	9.7%
c	3640	8.1%
e	3640	8.1%
i	3640	8.1%
s	2912	6.5%
p	2184	4.8%
y	2184	4.8%
g	2184	4.8%
Other values (10)	10192	22.6%

Decimal Number

Value	Count	Frequency (%)
2	698	25.8%
3	400	14.8%
4	313	11.6%
0	282	10.4%
1	260	9.6%
6	204	7.5%
8	170	6.3%
5	144	5.3%
7	119	4.4%
9	116	4.3%

Other Punctuation

Value	Count	Frequency (%)
/	3640	45.5%
.	2912	36.4%
?	728	9.1%
:	728	9.1%

Connector Punctuation

Value	Count	Frequency (%)
_	1456	100.0%

Math Symbol

Value	Count	Frequency (%)
=	728	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	728	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45864	78.1%
Common	12898	21.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	5824	12.7%
t	4368	9.5%
l	4368	9.5%
c	3640	7.9%
e	3640	7.9%
i	3640	7.9%
s	2912	6.3%
p	2184	4.8%
y	2184	4.8%
g	2184	4.8%
Other values (11)	10920	23.8%

Common

Value	Count	Frequency (%)
/	3640	28.2%
.	2912	22.6%
_	1456	11.3%
?	728	5.6%
=	728	5.6%
:	728	5.6%
2	698	5.4%
3	400	3.1%
4	313	2.4%
0	282	2.2%
Other values (6)	1013	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	58762	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	5824	9.9%
t	4368	7.4%
l	4368	7.4%
c	3640	6.2%
e	3640	6.2%
/	3640	6.2%
i	3640	6.2%
s	2912	5.0%
.	2912	5.0%
p	2184	3.7%
Other values (27)	21634	36.8%

투표상세URL
Text

Distinct	8022
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	62.8 KiB

Length

Max length	85
Median length	85
Mean length	84.891242
Min length	83

Characters and Unicode

Total characters	681422
Distinct characters	34
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8017 ?
Unique (%)	99.9%

Sample

1st row	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86876
2nd row	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86854
3rd row	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86852
4th row	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86851
5th row	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86850

Value	Count	Frequency (%)
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=63366	2	< 0.1%
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=86417	2	< 0.1%
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=41338	2	< 0.1%
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=63285	2	< 0.1%
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=63338	2	< 0.1%
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=33794	1	< 0.1%
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=33798	1	< 0.1%
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=33797	1	< 0.1%
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=33796	1	< 0.1%
https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectourselves.do?vote_no=33780	1	< 0.1%
Other values (8012)	8012	99.8%

Most occurring characters

Value	Count	Frequency (%)
o	72243	10.6%
e	64216	9.4%
t	56189	8.2%
s	56189	8.2%
/	48162	7.1%
v	48162	7.1%
.	32108	4.7%
l	32108	4.7%
n	32108	4.7%
g	32108	4.7%
Other values (24)	207829	30.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	521755	76.6%
Other Punctuation	96324	14.1%
Decimal Number	39262	5.8%
Uppercase Letter	8027	1.2%
Connector Punctuation	8027	1.2%
Math Symbol	8027	1.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	72243	13.8%
e	64216	12.3%
t	56189	10.8%
s	56189	10.8%
v	48162	9.2%
l	32108	6.2%
n	32108	6.2%
g	32108	6.2%
r	24081	4.6%
u	24081	4.6%
Other values (7)	80270	15.4%

Decimal Number

Value	Count	Frequency (%)
4	4898	12.5%
5	4561	11.6%
1	4551	11.6%
6	4470	11.4%
2	3961	10.1%
3	3942	10.0%
8	3559	9.1%
7	3554	9.1%
0	3062	7.8%
9	2704	6.9%

Other Punctuation

Value	Count	Frequency (%)
/	48162	50.0%
.	32108	33.3%
?	8027	8.3%
:	8027	8.3%

Uppercase Letter

Value	Count	Frequency (%)
O	8027	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	8027	100.0%

Math Symbol

Value	Count	Frequency (%)
=	8027	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	529782	77.7%
Common	151640	22.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	72243	13.6%
e	64216	12.1%
t	56189	10.6%
s	56189	10.6%
v	48162	9.1%
l	32108	6.1%
n	32108	6.1%
g	32108	6.1%
r	24081	4.5%
u	24081	4.5%
Other values (8)	88297	16.7%

Common

Value	Count	Frequency (%)
/	48162	31.8%
.	32108	21.2%
_	8027	5.3%
?	8027	5.3%
=	8027	5.3%
:	8027	5.3%
4	4898	3.2%
5	4561	3.0%
1	4551	3.0%
6	4470	2.9%
Other values (6)	20782	13.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	681422	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	72243	10.6%
e	64216	9.4%
t	56189	8.2%
s	56189	8.2%
/	48162	7.1%
v	48162	7.1%
.	32108	4.7%
l	32108	4.7%
n	32108	4.7%
g	32108	4.7%
Other values (24)	207829	30.5%

Heatmap
Table

	투표번호	투표시작	투표종료	투표구분	투표상태	참여자	댓글수	정책반영유무
투표번호	1.000	0.983	0.979	0.437	0.345	0.013	0.079	0.187
투표시작	0.983	1.000	0.985	0.442	0.322	0.037	0.060	0.237
투표종료	0.979	0.985	1.000	0.445	0.392	0.040	0.053	0.226
투표구분	0.437	0.442	0.445	1.000	0.062	0.074	0.178	0.760
투표상태	0.345	0.322	0.392	0.062	1.000	0.000	0.000	0.101
참여자	0.013	0.037	0.040	0.074	0.000	1.000	0.881	0.105
댓글수	0.079	0.060	0.053	0.178	0.000	0.881	1.000	0.237
정책반영유무	0.187	0.237	0.226	0.760	0.101	0.105	0.237	1.000

Heatmap
Table

	투표구분	정책반영유무	투표상태
투표구분	1.000	0.550	0.040
정책반영유무	0.550	1.000	0.065
투표상태	0.040	0.065	1.000

Heatmap
Table

	투표번호	투표시작	투표종료	참여자	댓글수	투표구분	투표상태	정책반영유무
투표번호	1.000	1.000	0.998	-0.391	-0.484	0.336	0.264	0.143
투표시작	1.000	1.000	0.998	-0.390	-0.484	0.340	0.247	0.181
투표종료	0.998	0.998	1.000	-0.380	-0.458	0.341	0.301	0.173
참여자	-0.391	-0.390	-0.380	1.000	0.543	0.079	0.000	0.112
댓글수	-0.484	-0.484	-0.458	0.543	1.000	0.128	0.000	0.170
투표구분	0.336	0.340	0.341	0.079	0.128	1.000	0.040	0.550
투표상태	0.264	0.247	0.301	0.000	0.000	0.040	1.000	0.065
정책반영유무	0.143	0.181	0.173	0.112	0.170	0.550	0.065	1.000

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.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	투표번호	투표제목	투표취지	투표시작	투표종료	등록자(닉네임)	투표구분	투표상태	참여자	댓글수	정책반영유무	정책반영게시글	투표상세URL
0	86876	어린이집에서 12~24개월(만2세)까지 식단을 따로 제공하는 것에 대해 어떻게 생각하시나요?	많은 소아과 전문의가 "지금 아토피더라도, 24개월까지 아기들의 먹거리를 조심하면 좋아질 수 있다."라고 말합니다. 그만큼 12~24개월의 아기 먹거리가 중요하다는 말이지요. 하지만 어린이집 식단은 이런 부분이 고려되지 않은 것이 현실입니다. 어린이집에서 12~24개월까지 식단을 따로 제공하는 것에 어떻게 생각하시나요?	202405031501	202406011500	wistake	우리끼리	상용	<NA>	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86876
1	86854	광화문광장 육조마당에서 팝업! 펀업! 행사를 진행하는것 아시나요?	어린이날 어디 갈까?…고민되시나요? - 5월 4일(토)~5월 6일(월) 광화문광장 육조마당에서, ‘광화문 가족 동행 축제 팝업!펀업!’ 개최합니다. 이번 행사 컨셉은 광화문광장에 미디어 체험?이벤트 팝업 부스로 재미있는 공간을 만들고, 그 공간에서 즐거움을 선사하는 것입니다. 자세한 내용은 광화문광장 누리집을 통해 확인할 수 있습니다.	202405030620	202406010620	이영남	우리끼리	상용	4	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86854
2	86852	「서울형 키즈카페」에 키즈 메뉴용 「AI 브런치 로봇」을 설치하면 어떨까요?	푸드테크 로봇에 대한 시민인지도 조사	202405011955	202405302300	이상돈	우리끼리	상용	16	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86852
3	86851	‘Let’s Nodeul(렛츠 노들) 서포터즈	<NA>	202405011816	202405301814	잰이	우리끼리	상용	5	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86851
4	86850	서울 문화의 밤	<NA>	202405011811	202405301811	잰이	우리끼리	상용	5	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86850
5	86849	서울페스타	<NA>	202405011811	202405301809	잰이	우리끼리	상용	6	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86849
6	86848	서울야외도서관	<NA>	202405011810	202405301808	잰이	우리끼리	상용	5	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86848
7	86847	서울시립 미술아카이브	<NA>	202405011804	202405301804	잰이	우리끼리	상용	5	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86847
8	86846	DDP 봄축제: 디자인 동물원	<NA>	202405011804	202405301803	잰이	우리끼리	상용	5	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86846
9	86845	2024년 5월 주요 시민안내사항 및 행사계획	<NA>	202405011803	202405301801	잰이	우리끼리	상용	5	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=86845

	투표번호	투표제목	투표취지	투표시작	투표종료	등록자(닉네임)	투표구분	투표상태	참여자	댓글수	정책반영유무	정책반영게시글	투표상세URL
8017	785	청계천에서 가장 즐기고 싶은 문화이벤트는?	청계천에서는 일년내내 다양한 문화행사가 열리고 있는데요 시민 여러분께서 가장 즐기고 싶어하는, 또 즐기고 있는 행사를 파악하고자 합니다. 문의사항 : 청계천 대표문의전화 02-2290-6114	201402081500	201403081200	서울특별시	정책투표	마감	115	<NA>	유	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=2162	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=785
8018	784	전동차 객실의자 폭을 넓히는 것이 좋은 지?	신형전동차 도입시 참고용으로 활용하고자 시민들의 의견을 듣습니다. 문의사항 : 서울메트로 차량처 6110-5710	201402081504	201404071200	서울특별시	정책투표	마감	780	17	유	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=2161	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=784
8019	783	지하철 환승역 안내음에는 어떤 것이 좋을까요?	향후 지하철 환승역 안내음 교체시 검토ㆍ반영하고자 시민들의 의견을 듣습니다. 문의사항 : 서울메트로 운전처 6110-5763	201402081549	201404081200	서울특별시	정책투표	마감	860	7	유	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=2	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=783
8020	782	내가 만일 부모라면 자녀에게 어떤 현장학습 프로그램을 가게 하고 싶나요?	서울시에서는 초?중?고 학생을 대상으로 다양하고 수준 높은 현장학습 프로그램을 지원하고 있습니다. 2014년도 현장학습 프로그램 운영을 위해 시민의견을 듣습니다. 문의사항 : 교육협력국 학교지원과 2133-3925	201402081537	201404071200	서울특별시	정책투표	마감	390	3	유	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=2160	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=782
8021	774	가장 선호하는 공연은 어떤 장르인가요?	세종문화회관에서는 서울시민이 평소 선호하는 공연 장르를 파악하여, 시민여러분의 의견이 반영된 공연을 선보이고자 합니다. [문의사항 : 세종문화회관 홍보기획팀 02-399-1198]	201402060000	201403061200	서울특별시	정책투표	마감	136	4	유	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=2158	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=774
8022	773	서울대공원 방문 시 주로 이용하는 시설은?	서울시에서는 시민이 더욱 쾌적하고 안전하게 서울대공원을 이용할 수 있도록 서울대공원의 비전을 마련하여 단계적으로 정비하고자 합니다. 시민의 희망을 대공원 비전에 반영하기 위한 서울대공원 시설 선호도 조사입니다. [문의사항 : 푸른도시국 공원녹지정책과 02)2133-2023]	201402060000	201404051600	서울특별시	정책투표	마감	345	2	유	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=2157	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=773
8023	765	취준생(취업준비생) 시절, 나는 이게 가장 힘들었다.	취업의 압박, 많이 힘드시죠? 미래를 꿈꾸는 취준생들을 응원합니다!	201402060919	201404031010	<NA>	우리끼리	마감	236	<NA>	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=765
8024	764	외국인이 가장 많이 하는 한국어 표현은?	외국인대상 한국어 교육 등 기초교육의 필요성에 대한 관심이 필요합니다.	201402060916	201402090916	<NA>	우리끼리	마감	20	1	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=764
8025	762	내 아이를 보내고 싶은 어린이집 선택의 첫 번째 기준은?	부모들이 어린이집을 선택하는 여러 기준 중, 우선 순위를 두는 기준을 알아보고 싶습니다.	201402060859	201406301800	<NA>	우리끼리	마감	1117	50	무	<NA>	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=762
8026	555	2014년 갑오년 새해목표는?	2014년 새해 목표 모두 세우셨나요? 공통된 관심사 몇 가지 중 가장 이루고 싶은 새해 목표는 무엇인가요?	201401280000	201402080000	서울특별시	정책투표	마감	38	1	유	https://mvoting.seoul.go.kr/mvoting/policy/selectPolicy.do?policy_reflct_seq=2155	https://mvoting.seoul.go.kr/mvoting/voting/ourselves/selectOurselves.do?vote_no=555

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Other Punctuation

Other Symbol

Decimal Number

Other Number

Math Symbol

Close Punctuation

Open Punctuation

Initial Punctuation

Final Punctuation

Modifier Symbol

Space Separator

Dash Punctuation

Connector Punctuation

Control

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Punctuation

None

Compat Jamo

Misc Symbols

Arrows

Geometric Shapes

Enclosed Alphanum

CJK

CJK Compat

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Symbol

Lowercase Letter

Uppercase Letter

Other Punctuation

Math Symbol

Decimal Number

Other Number

Close Punctuation

Open Punctuation

Modifier Symbol

Space Separator

Final Punctuation

Initial Punctuation

Dash Punctuation

Connector Punctuation

Control

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Punctuation

Geometric Shapes

None

Misc Symbols

Compat Jamo

Arrows

Enclosed Alphanum

CJK

CJK Compat