gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	7261
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	169.0 B

Variable types

Text	6
Numeric	9
Categorical	2
Boolean	1
DateTime	2

Dataset

Description	KTV 국민방송에서 방송된 프로그램중 정책이슈가 지정된 콘텐츠의 정책이슈명, 정책이슈 목록 주소, 콘텐츠 제목, 프로그램명, 방송일, 링크주소 등의 데이터를 제공합니다.
Author	문화체육관광부 한국정책방송원
URL	https://www.data.go.kr/data/15084896/fileData.do

Alerts

`프로그램아이디` is highly overall correlated with `프로그램회차` and 3 other fields	High correlation
`프로그램명` is highly overall correlated with `프로그램회차` and 3 other fields	High correlation
`이슈아이디` is highly overall correlated with `콘텐츠아이디`	High correlation
`콘텐츠아이디` is highly overall correlated with `이슈아이디` and 1 other fields	High correlation
`프로그램회차` is highly overall correlated with `콘텐츠아이디` and 3 other fields	High correlation
`방송시간(시)` is highly overall correlated with `프로그램아이디` and 1 other fields	High correlation
`전체영상여부` is highly overall correlated with `프로그램회차` and 2 other fields	High correlation
`전체영상여부` is highly imbalanced (62.4%)	Imbalance
`조회수` is highly skewed (γ1 = 44.86296042)	Skewed
`방송시간(분)` has 4409 (60.7%) zeros	Zeros
`재생시간(분)` has 989 (13.6%) zeros	Zeros
`재생시간(초)` has 109 (1.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-21 01:57:15.548301
Analysis finished	2024-04-21 01:57:28.418031
Duration	12.87 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

이슈명
Text

Distinct	99
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Length

Max length	23
Median length	20
Mean length	10.306707
Min length	4

Characters and Unicode

Total characters	74837
Distinct characters	246
Distinct categories	5 ?
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	1 ?
Unique (%)	< 0.1%

Sample

1st row	청년정책 추진
2nd row	청년정책 추진
3rd row	청년정책 추진
4th row	청년정책 추진
5th row	청년정책 추진

Value	Count	Frequency (%)
정부	2117	10.8%
윤석열	1765	9.0%
및	972	4.9%
대응	902	4.6%
정책	533	2.7%
바로보기	488	2.5%
업무보고	462	2.3%
코로나19	454	2.3%
대책	403	2.0%
예방	368	1.9%
Other values (174)	11209	57.0%

Most occurring characters

Value	Count	Frequency (%)
	12412	16.6%
정	3925	5.2%
대	2518	3.4%
부	2340	3.1%
2	2328	3.1%
석	2043	2.7%
윤	1920	2.6%
열	1774	2.4%
책	1487	2.0%
0	1388	1.9%
Other values (236)	42702	57.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	55387	74.0%
Space Separator	12412	16.6%
Decimal Number	5744	7.7%
Other Punctuation	668	0.9%
Uppercase Letter	626	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
정	3925	7.1%
대	2518	4.5%
부	2340	4.2%
석	2043	3.7%
윤	1920	3.5%
열	1774	3.2%
책	1487	2.7%
보	1303	2.4%
방	1019	1.8%
로	1013	1.8%
Other values (212)	36045	65.1%

Uppercase Letter

Value	Count	Frequency (%)
A	112	17.9%
G	108	17.3%
U	89	14.2%
E	81	12.9%
N	64	10.2%
T	51	8.1%
O	31	5.0%
P	25	4.0%
C	25	4.0%
K	20	3.2%

Decimal Number

Value	Count	Frequency (%)
2	2328	40.5%
0	1388	24.2%
3	490	8.5%
1	474	8.3%
9	454	7.9%
4	423	7.4%
5	106	1.8%
7	70	1.2%
8	11	0.2%

Other Punctuation

Value	Count	Frequency (%)
·	360	53.9%
,	179	26.8%
!	129	19.3%

Space Separator

Value	Count	Frequency (%)
	12412	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	55387	74.0%
Common	18824	25.2%
Latin	626	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
정	3925	7.1%
대	2518	4.5%
부	2340	4.2%
석	2043	3.7%
윤	1920	3.5%
열	1774	3.2%
책	1487	2.7%
보	1303	2.4%
방	1019	1.8%
로	1013	1.8%
Other values (212)	36045	65.1%

Common

Value	Count	Frequency (%)
	12412	65.9%
2	2328	12.4%
0	1388	7.4%
3	490	2.6%
1	474	2.5%
9	454	2.4%
4	423	2.2%
·	360	1.9%
,	179	1.0%
!	129	0.7%
Other values (3)	187	1.0%

Latin

Value	Count	Frequency (%)
A	112	17.9%
G	108	17.3%
U	89	14.2%
E	81	12.9%
N	64	10.2%
T	51	8.1%
O	31	5.0%
P	25	4.0%
C	25	4.0%
K	20	3.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	55387	74.0%
ASCII	19090	25.5%
None	360	0.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12412	65.0%
2	2328	12.2%
0	1388	7.3%
3	490	2.6%
1	474	2.5%
9	454	2.4%
4	423	2.2%
,	179	0.9%
!	129	0.7%
A	112	0.6%
Other values (13)	701	3.7%

Hangul

Value	Count	Frequency (%)
정	3925	7.1%
대	2518	4.5%
부	2340	4.2%
석	2043	3.7%
윤	1920	3.5%
열	1774	3.2%
책	1487	2.7%
보	1303	2.4%
방	1019	1.8%
로	1013	1.8%
Other values (212)	36045	65.1%

None

Value	Count	Frequency (%)
·	360	100.0%

이슈아이디
Real number (ℝ)

HIGH CORRELATION

Distinct	99
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	518491.06

Minimum	518366
Maximum	518555
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.9 KiB

Quantile statistics

Minimum	518366
5-th percentile	518459
Q1	518461
median	518487
Q3	518517
95-th percentile	518550
Maximum	518555
Range	189
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	33.241689
Coefficient of variation (CV)	6.4112367 × 10^-5
Kurtosis	-0.30333795
Mean	518491.06
Median Absolute Deviation (MAD)	26
Skewness	0.09133556
Sum	3.7647636 × 10⁹
Variance	1105.0099
Monotonicity	Decreasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
518461	1579	21.7%
518484	488	6.7%
518489	359	4.9%
518459	343	4.7%
518553	237	3.3%
518517	236	3.3%
518550	207	2.9%
518537	181	2.5%
518504	138	1.9%
518498	137	1.9%
Other values (89)	3356	46.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
518366	9	0.1%
518407	27	0.4%
518408	129	1.8%
518428	68	0.9%
518457	39	0.5%
518459	343	4.7%
518460	34	0.5%
518461	1579	21.7%
518463	11	0.2%
518464	26	0.4%

Value	Count	Frequency (%)
518555	12	0.2%
518554	1	< 0.1%
518553	237	3.3%
518552	5	0.1%
518551	10	0.1%
518550	207	2.9%
518549	69	1.0%
518547	6	0.1%
518546	35	0.5%
518545	25	0.3%

이슈홈주소
Text

Distinct	99
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Length

Max length	44
Median length	44
Mean length	44
Min length	44

Characters and Unicode

Total characters	319484
Distinct characters	28
Distinct categories	3 ?
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	1 ?
Unique (%)	< 0.1%

Sample

1st row	https://www.ktv.go.kr/issue/home/518555/list
2nd row	https://www.ktv.go.kr/issue/home/518555/list
3rd row	https://www.ktv.go.kr/issue/home/518555/list
4th row	https://www.ktv.go.kr/issue/home/518555/list
5th row	https://www.ktv.go.kr/issue/home/518555/list

Value	Count	Frequency (%)
https://www.ktv.go.kr/issue/home/518461/list	1579	21.7%
https://www.ktv.go.kr/issue/home/518484/list	488	6.7%
https://www.ktv.go.kr/issue/home/518489/list	359	4.9%
https://www.ktv.go.kr/issue/home/518459/list	343	4.7%
https://www.ktv.go.kr/issue/home/518553/list	237	3.3%
https://www.ktv.go.kr/issue/home/518517/list	236	3.3%
https://www.ktv.go.kr/issue/home/518550/list	207	2.9%
https://www.ktv.go.kr/issue/home/518537/list	181	2.5%
https://www.ktv.go.kr/issue/home/518504/list	138	1.9%
https://www.ktv.go.kr/issue/home/518498/list	137	1.9%
Other values (89)	3356	46.2%

Most occurring characters

Value	Count	Frequency (%)
/	43566	13.6%
s	29044	9.1%
t	29044	9.1%
w	21783	6.8%
.	21783	6.8%
h	14522	4.5%
e	14522	4.5%
k	14522	4.5%
o	14522	4.5%
i	14522	4.5%
Other values (18)	101654	31.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	203308	63.6%
Other Punctuation	72610	22.7%
Decimal Number	43566	13.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	29044	14.3%
t	29044	14.3%
w	21783	10.7%
h	14522	7.1%
e	14522	7.1%
k	14522	7.1%
o	14522	7.1%
i	14522	7.1%
l	7261	3.6%
m	7261	3.6%
Other values (5)	36305	17.9%

Decimal Number

Value	Count	Frequency (%)
5	11179	25.7%
1	9754	22.4%
8	8994	20.6%
4	5660	13.0%
6	2393	5.5%
9	1481	3.4%
0	1147	2.6%
7	1109	2.5%
3	1030	2.4%
2	819	1.9%

Other Punctuation

Value	Count	Frequency (%)
/	43566	60.0%
.	21783	30.0%
:	7261	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203308	63.6%
Common	116176	36.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	29044	14.3%
t	29044	14.3%
w	21783	10.7%
h	14522	7.1%
e	14522	7.1%
k	14522	7.1%
o	14522	7.1%
i	14522	7.1%
l	7261	3.6%
m	7261	3.6%
Other values (5)	36305	17.9%

Common

Value	Count	Frequency (%)
/	43566	37.5%
.	21783	18.8%
5	11179	9.6%
1	9754	8.4%
8	8994	7.7%
:	7261	6.2%
4	5660	4.9%
6	2393	2.1%
9	1481	1.3%
0	1147	1.0%
Other values (3)	2958	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	319484	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	43566	13.6%
s	29044	9.1%
t	29044	9.1%
w	21783	6.8%
.	21783	6.8%
h	14522	4.5%
e	14522	4.5%
k	14522	4.5%
o	14522	4.5%
i	14522	4.5%
Other values (18)	101654	31.8%

이슈콘텐츠수
Real number (ℝ)

Distinct	67
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	469.20355

Minimum	1
Maximum	1582
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.9 KiB

Quantile statistics

Minimum	1
5-th percentile	24
Q1	51
median	139
Q3	488
95-th percentile	1582
Maximum	1582
Range	1581
Interquartile range (IQR)	437

Descriptive statistics

Standard deviation	600.5753
Coefficient of variation (CV)	1.2799888
Kurtosis	-0.32341244
Mean	469.20355
Median Absolute Deviation (MAD)	106
Skewness	1.2176311
Sum	3406887
Variance	360690.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1582	1579	21.7%
488	488	6.7%
359	359	4.9%
343	343	4.7%
237	237	3.3%
238	236	3.3%
211	207	2.9%
95	190	2.6%
183	181	2.5%
51	153	2.1%
Other values (57)	3288	45.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
5	5	0.1%
6	24	0.3%
7	7	0.1%
8	16	0.2%
9	9	0.1%
10	20	0.3%
11	33	0.5%
12	36	0.5%
13	13	0.2%

Value	Count	Frequency (%)
1582	1579	21.7%
488	488	6.7%
359	359	4.9%
343	343	4.7%
238	236	3.3%
237	237	3.3%
211	207	2.9%
183	181	2.5%
139	138	1.9%
137	137	1.9%

콘텐츠아이디
Real number (ℝ)

HIGH CORRELATION

Distinct	6822
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	672428.92

Minimum	561032
Maximum	698380
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.9 KiB

Quantile statistics

Minimum	561032
5-th percentile	646843
Q1	657641
median	674079
Q3	686264
95-th percentile	696577
Maximum	698380
Range	137348
Interquartile range (IQR)	28623

Descriptive statistics

Standard deviation	16553.427
Coefficient of variation (CV)	0.024617364
Kurtosis	0.26673296
Mean	672428.92
Median Absolute Deviation (MAD)	13941
Skewness	-0.38157113
Sum	4.8825064 × 10⁹
Variance	2.7401595 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
695109	3	< 0.1%
691919	3	< 0.1%
697345	3	< 0.1%
696712	3	< 0.1%
689581	3	< 0.1%
649082	3	< 0.1%
687370	3	< 0.1%
690279	3	< 0.1%
691336	3	< 0.1%
653971	3	< 0.1%
Other values (6812)	7231	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
561032	1	< 0.1%
565158	1	< 0.1%
565271	1	< 0.1%
565296	1	< 0.1%
565297	1	< 0.1%
565458	1	< 0.1%
591489	1	< 0.1%
620082	1	< 0.1%
626296	1	< 0.1%
628920	1	< 0.1%

Value	Count	Frequency (%)
698380	1	< 0.1%
698378	1	< 0.1%
698377	1	< 0.1%
698376	1	< 0.1%
698375	1	< 0.1%
698341	1	< 0.1%
698340	1	< 0.1%
698336	1	< 0.1%
698322	1	< 0.1%
698299	1	< 0.1%

제목
Text

Distinct	6532
Distinct (%)	90.0%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Length

Max length	63
Median length	50
Mean length	30.024652
Min length	10

Characters and Unicode

Total characters	218009
Distinct characters	1041
Distinct categories	13 ?
Distinct scripts	5 ?
Distinct blocks	9 ?

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

Unique

Unique	5903 ?
Unique (%)	81.3%

Sample

1st row	청년도약계좌, 올해 달라진 제도와 유용 정보는?
2nd row	청년도약계좌 연계가입 41만5천 명···22일부터 2차 신청
3rd row	빈틈없는 취업 지원···청년도약계좌 가입 요건 완화
4th row	윤 대통령 "국가장학금 확대···주거장학금 신설"
5th row	제17차 민생토론회 '청년편' (3.5) [브리핑 인사이트]

Value	Count	Frequency (%)
대통령	967	2.0%
브리핑	786	1.6%
정책	587	1.2%
윤	529	1.1%
바로보기	519	1.1%
대통령실	460	1.0%
윤석열	420	0.9%
22	341	0.7%
23	325	0.7%
11시	291	0.6%
Other values (14342)	42491	89.0%

Most occurring characters

Value	Count	Frequency (%)
	40457	18.6%
·	12825	5.9%
"	4145	1.9%
대	3908	1.8%
2	2626	1.2%
1	2529	1.2%
정	2521	1.2%
'	2476	1.1%
.	2200	1.0%
0	1996	0.9%
Other values (1031)	142326	65.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	134938	61.9%
Space Separator	40457	18.6%
Other Punctuation	24555	11.3%
Decimal Number	11679	5.4%
Open Punctuation	1991	0.9%
Close Punctuation	1991	0.9%
Uppercase Letter	1407	0.6%
Dash Punctuation	418	0.2%
Math Symbol	217	0.1%
Lowercase Letter	124	0.1%
Other values (3)	232	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
대	3908	2.9%
정	2521	1.9%
통	1958	1.5%
시	1912	1.4%
리	1907	1.4%
기	1907	1.4%
지	1778	1.3%
부	1741	1.3%
령	1660	1.2%
제	1606	1.2%
Other values (946)	114040	84.5%

Uppercase Letter

Value	Count	Frequency (%)
A	187	13.3%
E	120	8.5%
G	102	7.2%
K	100	7.1%
I	97	6.9%
T	87	6.2%
C	78	5.5%
P	73	5.2%
U	73	5.2%
D	67	4.8%
Other values (15)	423	30.1%

Lowercase Letter

Value	Count	Frequency (%)
m	25	20.2%
o	22	17.7%
t	19	15.3%
p	13	10.5%
e	12	9.7%
s	5	4.0%
α	5	4.0%
w	4	3.2%
k	4	3.2%
d	3	2.4%
Other values (10)	12	9.7%

Other Punctuation

Value	Count	Frequency (%)
·	12825	52.2%
"	4145	16.9%
'	2476	10.1%
.	2200	9.0%
,	1424	5.8%
?	1012	4.1%
%	206	0.8%
&	176	0.7%
!	77	0.3%
…	9	< 0.1%
Other values (2)	5	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	2626	22.5%
1	2529	21.7%
0	1996	17.1%
3	1184	10.1%
4	719	6.2%
5	656	5.6%
9	582	5.0%
6	488	4.2%
7	465	4.0%
8	434	3.7%

Math Symbol

Value	Count	Frequency (%)
+	110	50.7%
~	55	25.3%
↑	27	12.4%
↓	14	6.5%
→	10	4.6%
∼	1	0.5%

Open Punctuation

Value	Count	Frequency (%)
[	1234	62.0%
(	757	38.0%

Close Punctuation

Value	Count	Frequency (%)
]	1234	62.0%
)	757	38.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	97	82.2%
“	21	17.8%

Final Punctuation

Value	Count	Frequency (%)
’	94	86.2%
”	15	13.8%

Other Symbol

Value	Count	Frequency (%)
㎜	3	60.0%
㎡	2	40.0%

Space Separator

Value	Count	Frequency (%)
	40457	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	418	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	134800	61.8%
Common	81540	37.4%
Latin	1526	0.7%
Han	138	0.1%
Greek	5	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
대	3908	2.9%
정	2521	1.9%
통	1958	1.5%
시	1912	1.4%
리	1907	1.4%
기	1907	1.4%
지	1778	1.3%
부	1741	1.3%
령	1660	1.2%
제	1606	1.2%
Other values (931)	113902	84.5%

Latin

Value	Count	Frequency (%)
A	187	12.3%
E	120	7.9%
G	102	6.7%
K	100	6.6%
I	97	6.4%
T	87	5.7%
C	78	5.1%
P	73	4.8%
U	73	4.8%
D	67	4.4%
Other values (34)	542	35.5%

Common

Value	Count	Frequency (%)
	40457	49.6%
·	12825	15.7%
"	4145	5.1%
2	2626	3.2%
1	2529	3.1%
'	2476	3.0%
.	2200	2.7%
0	1996	2.4%
,	1424	1.7%
[	1234	1.5%
Other values (30)	9628	11.8%

Han

Value	Count	Frequency (%)
北	55	39.9%
美	31	22.5%
日	23	16.7%
中	5	3.6%
英	5	3.6%
靑	5	3.6%
軍	4	2.9%
前	2	1.4%
韓	2	1.4%
尹	1	0.7%
Other values (5)	5	3.6%

Greek

Value	Count	Frequency (%)
α	5	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	134800	61.8%
ASCII	69948	32.1%
None	12830	5.9%
Punctuation	236	0.1%
CJK	137	0.1%
Arrows	51	< 0.1%
CJK Compat	5	< 0.1%
CJK Compat Ideographs	1	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	40457	57.8%
"	4145	5.9%
2	2626	3.8%
1	2529	3.6%
'	2476	3.5%
.	2200	3.1%
0	1996	2.9%
,	1424	2.0%
[	1234	1.8%
]	1234	1.8%
Other values (62)	9627	13.8%

None

Value	Count	Frequency (%)
·	12825	> 99.9%
α	5	< 0.1%

Hangul

Value	Count	Frequency (%)
대	3908	2.9%
정	2521	1.9%
통	1958	1.5%
시	1912	1.4%
리	1907	1.4%
기	1907	1.4%
지	1778	1.3%
부	1741	1.3%
령	1660	1.2%
제	1606	1.2%
Other values (931)	113902	84.5%

Punctuation

Value	Count	Frequency (%)
‘	97	41.1%
’	94	39.8%
“	21	8.9%
”	15	6.4%
…	9	3.8%

CJK

Value	Count	Frequency (%)
北	55	40.1%
美	31	22.6%
日	23	16.8%
中	5	3.6%
英	5	3.6%
靑	5	3.6%
軍	4	2.9%
前	2	1.5%
韓	2	1.5%
尹	1	0.7%
Other values (4)	4	2.9%

Arrows

Value	Count	Frequency (%)
↑	27	52.9%
↓	14	27.5%
→	10	19.6%

CJK Compat

Value	Count	Frequency (%)
㎜	3	60.0%
㎡	2	40.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
金	1	100.0%

Math Operators

Value	Count	Frequency (%)
∼	1	100.0%

프로그램아이디
Categorical

HIGH CORRELATION

Distinct	30
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

PG2170043D	2257
PG2180013D	2107
PG2170044D	1146
PG2180014D	410
PG2150016D	214
Other values (25)	1127

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

1st row	PG2170043D
2nd row	PG2220046D
3rd row	PG2180013D
4th row	PG2170044D
5th row	PG2170044D

Common Values

Value	Count	Frequency (%)
PG2170043D	2257	31.1%
PG2180013D	2107	29.0%
PG2170044D	1146	15.8%
PG2180014D	410	5.6%
PG2150016D	214	2.9%
PG2220050D	213	2.9%
PG1110705D	205	2.8%
PG2220044D	149	2.1%
PG2230027D	144	2.0%
PG1110921D	136	1.9%
Other values (20)	280	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
pg2170043d	2257	31.1%
pg2180013d	2107	29.0%
pg2170044d	1146	15.8%
pg2180014d	410	5.6%
pg2150016d	214	2.9%
pg2220050d	213	2.9%
pg1110705d	205	2.8%
pg2220044d	149	2.1%
pg2230027d	144	2.0%
pg1110921d	136	1.9%
Other values (20)	280	3.9%

프로그램명
Categorical

HIGH CORRELATION

Distinct	30
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

생방송 대한민국 1부	2257
KTV 대한뉴스	2107
생방송 대한민국 2부	1146
KTV 뉴스중심	410
KTV 뉴스 (17시)	214
Other values (25)	1127

Length

Max length	21
Median length	19
Mean length	9.5692053
Min length	5

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

1st row	생방송 대한민국 1부
2nd row	정책현장+
3rd row	KTV 대한뉴스
4th row	생방송 대한민국 2부
5th row	생방송 대한민국 2부

Common Values

Value	Count	Frequency (%)
생방송 대한민국 1부	2257	31.1%
KTV 대한뉴스	2107	29.0%
생방송 대한민국 2부	1146	15.8%
KTV 뉴스중심	410	5.6%
KTV 뉴스 (17시)	214	2.9%
대통령실 브리핑	213	2.9%
정책브리핑	205	2.8%
KTV 대한뉴스 8	149	2.1%
KTV 대한뉴스 7	144	2.0%
특별생방송	136	1.9%
Other values (20)	280	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
대한민국	3413	18.7%
생방송	3411	18.7%
ktv	3100	17.0%
대한뉴스	2400	13.1%
1부	2257	12.4%
2부	1146	6.3%
뉴스중심	410	2.2%
브리핑	249	1.4%
뉴스	214	1.2%
17시	214	1.2%
Other values (37)	1457	8.0%

전체영상여부
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.2 KiB

False	6733
True	528

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	6733	92.7%
True	528	7.3%

이미지주소
Text

Distinct	6822
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Length

Max length	68
Median length	68
Mean length	68
Min length	68

Characters and Unicode

Total characters	493748
Distinct characters	65
Distinct categories	4 ?
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	6393 ?
Unique (%)	88.0%

Sample

1st row	https://www.ktv.go.kr/media/contents/image/2024/02/07/LZe7CWyZRt.jpg
2nd row	https://www.ktv.go.kr/media/contents/image/2024/02/25/uiegVMUy4n.jpg
3rd row	https://www.ktv.go.kr/media/contents/image/2024/03/05/6WLQDT56GT.jpg
4th row	https://www.ktv.go.kr/media/contents/image/2024/03/05/ZpzE7AJbMh.jpg
5th row	https://www.ktv.go.kr/media/contents/image/2024/03/05/BgbdgWDY32.jpg

Value	Count	Frequency (%)
https://www.ktv.go.kr/media/contents/image/2024/02/07/lze7cwyzrt.jpg	3	< 0.1%
https://www.ktv.go.kr/media/contents/image/2024/03/05/zpze7ajbmh.jpg	3	< 0.1%
https://www.ktv.go.kr/media/contents/image/2023/11/15/8cltlnlasq.jpg	3	< 0.1%
https://www.ktv.go.kr/media/contents/image/2022/06/02/xxhagaofq7.jpg	3	< 0.1%
https://www.ktv.go.kr/media/contents/image/2023/10/16/pgf9e3ivzx.jpg	3	< 0.1%
https://www.ktv.go.kr/media/contents/image/2023/11/24/5hege5imtv.jpg	3	< 0.1%
https://www.ktv.go.kr/media/contents/image/2023/12/11/mnqhimnwmx.jpg	3	< 0.1%
https://www.ktv.go.kr/media/contents/image/2022/08/16/ogrczzlvvv.jpg	3	< 0.1%
https://www.ktv.go.kr/media/contents/image/2023/12/19/sskzv31c23.jpg	3	< 0.1%
https://www.ktv.go.kr/media/contents/image/2024/03/14/shxk5tmzxm.jpg	3	< 0.1%
Other values (6812)	7231	99.6%

Most occurring characters

Value	Count	Frequency (%)
/	65349	13.2%
t	37504	7.6%
.	29044	5.9%
w	23000	4.7%
e	22989	4.7%
g	22957	4.6%
2	22582	4.6%
0	17243	3.5%
p	15733	3.2%
a	15727	3.2%
Other values (55)	221620	44.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	292070	59.2%
Other Punctuation	101654	20.6%
Decimal Number	69813	14.1%
Uppercase Letter	30211	6.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	37504	12.8%
w	23000	7.9%
e	22989	7.9%
g	22957	7.9%
p	15733	5.4%
a	15727	5.4%
s	15725	5.4%
m	15714	5.4%
k	15689	5.4%
i	15667	5.4%
Other values (16)	91365	31.3%

Uppercase Letter

Value	Count	Frequency (%)
I	1247	4.1%
X	1225	4.1%
M	1215	4.0%
Y	1213	4.0%
T	1208	4.0%
J	1206	4.0%
Z	1195	4.0%
A	1182	3.9%
W	1179	3.9%
D	1173	3.9%
Other values (16)	18168	60.1%

Decimal Number

Value	Count	Frequency (%)
2	22582	32.3%
0	17243	24.7%
1	7472	10.7%
3	6685	9.6%
4	3333	4.8%
5	2540	3.6%
7	2536	3.6%
8	2519	3.6%
9	2458	3.5%
6	2445	3.5%

Other Punctuation

Value	Count	Frequency (%)
/	65349	64.3%
.	29044	28.6%
:	7261	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	322281	65.3%
Common	171467	34.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	37504	11.6%
w	23000	7.1%
e	22989	7.1%
g	22957	7.1%
p	15733	4.9%
a	15727	4.9%
s	15725	4.9%
m	15714	4.9%
k	15689	4.9%
i	15667	4.9%
Other values (42)	121576	37.7%

Common

Value	Count	Frequency (%)
/	65349	38.1%
.	29044	16.9%
2	22582	13.2%
0	17243	10.1%
1	7472	4.4%
:	7261	4.2%
3	6685	3.9%
4	3333	1.9%
5	2540	1.5%
7	2536	1.5%
Other values (3)	7422	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	493748	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	65349	13.2%
t	37504	7.6%
.	29044	5.9%
w	23000	4.7%
e	22989	4.7%
g	22957	4.6%
2	22582	4.6%
0	17243	3.5%
p	15733	3.2%
a	15727	3.2%
Other values (55)	221620	44.9%

링크주소
Text

Distinct	6822
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Length

Max length	52
Median length	52
Mean length	52
Min length	52

Characters and Unicode

Total characters	377572
Distinct characters	31
Distinct categories	5 ?
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	6393 ?
Unique (%)	88.0%

Sample

1st row	https://www.ktv.go.kr/content/view?content_id=695109
2nd row	https://www.ktv.go.kr/content/view?content_id=696160
3rd row	https://www.ktv.go.kr/content/view?content_id=696740
4th row	https://www.ktv.go.kr/content/view?content_id=696712
5th row	https://www.ktv.go.kr/content/view?content_id=696717

Value	Count	Frequency (%)
https://www.ktv.go.kr/content/view?content_id=695109	3	< 0.1%
https://www.ktv.go.kr/content/view?content_id=696712	3	< 0.1%
https://www.ktv.go.kr/content/view?content_id=689581	3	< 0.1%
https://www.ktv.go.kr/content/view?content_id=649082	3	< 0.1%
https://www.ktv.go.kr/content/view?content_id=687370	3	< 0.1%
https://www.ktv.go.kr/content/view?content_id=690279	3	< 0.1%
https://www.ktv.go.kr/content/view?content_id=691336	3	< 0.1%
https://www.ktv.go.kr/content/view?content_id=653971	3	< 0.1%
https://www.ktv.go.kr/content/view?content_id=691919	3	< 0.1%
https://www.ktv.go.kr/content/view?content_id=697345	3	< 0.1%
Other values (6812)	7231	99.6%

Most occurring characters

Value	Count	Frequency (%)
t	50827	13.5%
/	29044	7.7%
w	29044	7.7%
n	29044	7.7%
e	21783	5.8%
.	21783	5.8%
o	21783	5.8%
i	14522	3.8%
k	14522	3.8%
v	14522	3.8%
Other values (21)	130698	34.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	254135	67.3%
Other Punctuation	65349	17.3%
Decimal Number	43566	11.5%
Math Symbol	7261	1.9%
Connector Punctuation	7261	1.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	50827	20.0%
w	29044	11.4%
n	29044	11.4%
e	21783	8.6%
o	21783	8.6%
i	14522	5.7%
k	14522	5.7%
v	14522	5.7%
c	14522	5.7%
d	7261	2.9%
Other values (5)	36305	14.3%

Decimal Number

Value	Count	Frequency (%)
6	11323	26.0%
7	4429	10.2%
8	4386	10.1%
5	4216	9.7%
9	4091	9.4%
4	3558	8.2%
3	3029	7.0%
1	2891	6.6%
0	2834	6.5%
2	2809	6.4%

Other Punctuation

Value	Count	Frequency (%)
/	29044	44.4%
.	21783	33.3%
?	7261	11.1%
:	7261	11.1%

Math Symbol

Value	Count	Frequency (%)
=	7261	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	7261	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	254135	67.3%
Common	123437	32.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	29044	23.5%
.	21783	17.6%
6	11323	9.2%
=	7261	5.9%
_	7261	5.9%
?	7261	5.9%
:	7261	5.9%
7	4429	3.6%
8	4386	3.6%
5	4216	3.4%
Other values (6)	19212	15.6%

Latin

Value	Count	Frequency (%)
t	50827	20.0%
w	29044	11.4%
n	29044	11.4%
e	21783	8.6%
o	21783	8.6%
i	14522	5.7%
k	14522	5.7%
v	14522	5.7%
c	14522	5.7%
d	7261	2.9%
Other values (5)	36305	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	377572	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	50827	13.5%
/	29044	7.7%
w	29044	7.7%
n	29044	7.7%
e	21783	5.8%
.	21783	5.8%
o	21783	5.8%
i	14522	3.8%
k	14522	3.8%
v	14522	3.8%
Other values (21)	130698	34.6%

링크주소(팝업)
Text

Distinct	6822
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Length

Max length	53
Median length	53
Mean length	53
Min length	53

Characters and Unicode

Total characters	384833
Distinct characters	32
Distinct categories	5 ?
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	6393 ?
Unique (%)	88.0%

Sample

1st row	https://www.ktv.go.kr/content/popup?content_id=695109
2nd row	https://www.ktv.go.kr/content/popup?content_id=696160
3rd row	https://www.ktv.go.kr/content/popup?content_id=696740
4th row	https://www.ktv.go.kr/content/popup?content_id=696712
5th row	https://www.ktv.go.kr/content/popup?content_id=696717

Value	Count	Frequency (%)
https://www.ktv.go.kr/content/popup?content_id=695109	3	< 0.1%
https://www.ktv.go.kr/content/popup?content_id=696712	3	< 0.1%
https://www.ktv.go.kr/content/popup?content_id=689581	3	< 0.1%
https://www.ktv.go.kr/content/popup?content_id=649082	3	< 0.1%
https://www.ktv.go.kr/content/popup?content_id=687370	3	< 0.1%
https://www.ktv.go.kr/content/popup?content_id=690279	3	< 0.1%
https://www.ktv.go.kr/content/popup?content_id=691336	3	< 0.1%
https://www.ktv.go.kr/content/popup?content_id=653971	3	< 0.1%
https://www.ktv.go.kr/content/popup?content_id=691919	3	< 0.1%
https://www.ktv.go.kr/content/popup?content_id=697345	3	< 0.1%
Other values (6812)	7231	99.6%

Most occurring characters

Value	Count	Frequency (%)
t	50827	13.2%
o	29044	7.5%
p	29044	7.5%
n	29044	7.5%
/	29044	7.5%
w	21783	5.7%
.	21783	5.7%
e	14522	3.8%
c	14522	3.8%
k	14522	3.8%
Other values (22)	130698	34.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	261396	67.9%
Other Punctuation	65349	17.0%
Decimal Number	43566	11.3%
Connector Punctuation	7261	1.9%
Math Symbol	7261	1.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	50827	19.4%
o	29044	11.1%
p	29044	11.1%
n	29044	11.1%
w	21783	8.3%
e	14522	5.6%
c	14522	5.6%
k	14522	5.6%
i	7261	2.8%
d	7261	2.8%
Other values (6)	43566	16.7%

Decimal Number

Value	Count	Frequency (%)
6	11323	26.0%
7	4429	10.2%
8	4386	10.1%
5	4216	9.7%
9	4091	9.4%
4	3558	8.2%
3	3029	7.0%
1	2891	6.6%
0	2834	6.5%
2	2809	6.4%

Other Punctuation

Value	Count	Frequency (%)
/	29044	44.4%
.	21783	33.3%
?	7261	11.1%
:	7261	11.1%

Connector Punctuation

Value	Count	Frequency (%)
_	7261	100.0%

Math Symbol

Value	Count	Frequency (%)
=	7261	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	261396	67.9%
Common	123437	32.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	50827	19.4%
o	29044	11.1%
p	29044	11.1%
n	29044	11.1%
w	21783	8.3%
e	14522	5.6%
c	14522	5.6%
k	14522	5.6%
i	7261	2.8%
d	7261	2.8%
Other values (6)	43566	16.7%

Common

Value	Count	Frequency (%)
/	29044	23.5%
.	21783	17.6%
6	11323	9.2%
_	7261	5.9%
?	7261	5.9%
=	7261	5.9%
:	7261	5.9%
7	4429	3.6%
8	4386	3.6%
5	4216	3.4%
Other values (6)	19212	15.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	384833	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	50827	13.2%
o	29044	7.5%
p	29044	7.5%
n	29044	7.5%
/	29044	7.5%
w	21783	5.7%
.	21783	5.7%
e	14522	3.8%
c	14522	3.8%
k	14522	3.8%
Other values (22)	130698	34.0%

조회수
Real number (ℝ)

SKEWED

Distinct	741
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	220.47845

Minimum	5
Maximum	97712
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.9 KiB

Quantile statistics

Minimum	5
5-th percentile	30
Q1	47
median	66
Q3	109
95-th percentile	524
Maximum	97712
Range	97707
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	1458.2252
Coefficient of variation (CV)	6.6139128
Kurtosis	2800.3108
Mean	220.47845
Median Absolute Deviation (MAD)	24
Skewness	44.86296
Sum	1600894
Variance	2126420.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46	127	1.7%
43	126	1.7%
54	125	1.7%
50	118	1.6%
47	118	1.6%
48	116	1.6%
45	111	1.5%
52	102	1.4%
49	101	1.4%
53	96	1.3%
Other values (731)	6121	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
10	3	< 0.1%
11	3	< 0.1%
12	3	< 0.1%
13	3	< 0.1%
14	5	0.1%
15	12	0.2%
16	4	0.1%

Value	Count	Frequency (%)
97712	1	< 0.1%
26011	1	< 0.1%
24548	2	< 0.1%
19681	1	< 0.1%
18588	1	< 0.1%
13882	1	< 0.1%
11929	1	< 0.1%
11308	1	< 0.1%
10924	1	< 0.1%
10780	1	< 0.1%

프로그램회차
Real number (ℝ)

HIGH CORRELATION

Distinct	1060
Distinct (%)	14.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1122.5116

Minimum	1
Maximum	2251
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.9 KiB

Quantile statistics

Minimum	1
5-th percentile	46
Q1	1041
median	1215
Q3	1373
95-th percentile	1514
Maximum	2251
Range	2250
Interquartile range (IQR)	332

Descriptive statistics

Standard deviation	395.89225
Coefficient of variation (CV)	0.35268432
Kurtosis	2.4293684
Mean	1122.5116
Median Absolute Deviation (MAD)	164
Skewness	-1.700841
Sum	8150557
Variance	156730.67
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1427	26	0.4%
1263	25	0.3%
1400	24	0.3%
1389	24	0.3%
1217	23	0.3%
1414	23	0.3%
1433	22	0.3%
1401	22	0.3%
1332	21	0.3%
1373	21	0.3%
Other values (1050)	7030	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9	0.1%
2	10	0.1%
3	8	0.1%
4	10	0.1%
5	6	0.1%
6	10	0.1%
7	10	0.1%
8	11	0.2%
9	14	0.2%
10	7	0.1%

Value	Count	Frequency (%)
2251	1	< 0.1%
2123	1	< 0.1%
2110	2	< 0.1%
2069	1	< 0.1%
2046	1	< 0.1%
1925	1	< 0.1%
1800	1	< 0.1%
1799	1	< 0.1%
1797	1	< 0.1%
1796	1	< 0.1%

방송일
Date

Distinct	694
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Minimum	2018-09-16 00:00:00
Maximum	2024-03-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

방송시간(시)
Real number (ℝ)

HIGH CORRELATION

Distinct	22
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.31139

Minimum	0
Maximum	23
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	63.9 KiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	10
median	16
Q3	19
95-th percentile	19
Maximum	23
Range	23
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	4.063866
Coefficient of variation (CV)	0.28396026
Kurtosis	-1.4364025
Mean	14.31139
Median Absolute Deviation (MAD)	3
Skewness	-0.16375072
Sum	103915
Variance	16.515007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
10	2212	30.5%
19	2095	28.9%
16	1206	16.6%
14	396	5.5%
17	269	3.7%
15	191	2.6%
8	187	2.6%
9	166	2.3%
7	152	2.1%
13	138	1.9%
Other values (12)	249	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	2	< 0.1%
2	4	0.1%
4	4	0.1%
6	2	< 0.1%
7	152	2.1%
8	187	2.6%
9	166	2.3%
10	2212	30.5%
11	69	1.0%

Value	Count	Frequency (%)
23	8	0.1%
22	16	0.2%
21	13	0.2%
20	28	0.4%
19	2095	28.9%
18	79	1.1%
17	269	3.7%
16	1206	16.6%
15	191	2.6%
14	396	5.5%

방송시간(분)
Real number (ℝ)

ZEROS

Distinct	15
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.344856

Minimum	0
Maximum	55
Zeros	4409
Zeros (%)	60.7%
Negative	0
Negative (%)	0.0%
Memory size	63.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	30
95-th percentile	40
Maximum	55
Range	55
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	16.553022
Coefficient of variation (CV)	1.3408842
Kurtosis	-0.62858262
Mean	12.344856
Median Absolute Deviation (MAD)	0
Skewness	0.86089536
Sum	89636
Variance	274.00255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	4409	60.7%
30	2060	28.4%
55	189	2.6%
50	128	1.8%
40	95	1.3%
10	77	1.1%
5	68	0.9%
25	62	0.9%
35	52	0.7%
15	47	0.6%
Other values (5)	74	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4409	60.7%
1	9	0.1%
5	68	0.9%
10	77	1.1%
11	4	0.1%
15	47	0.6%
20	29	0.4%
25	62	0.9%
28	1	< 0.1%
30	2060	28.4%

Value	Count	Frequency (%)
55	189	2.6%
50	128	1.8%
45	31	0.4%
40	95	1.3%
35	52	0.7%
30	2060	28.4%
28	1	< 0.1%
25	62	0.9%
20	29	0.4%
15	47	0.6%

재생시간(분)
Real number (ℝ)

ZEROS

Distinct	88
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.4558601

Minimum	0
Maximum	235
Zeros	989
Zeros (%)	13.6%
Negative	0
Negative (%)	0.0%
Memory size	63.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	2
Q3	5
95-th percentile	20
Maximum	235
Range	235
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	10.676427
Coefficient of variation (CV)	1.9568734
Kurtosis	99.581628
Mean	5.4558601
Median Absolute Deviation (MAD)	1
Skewness	7.8659655
Sum	39615
Variance	113.9861
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	2511	34.6%
0	989	13.6%
1	813	11.2%
3	521	7.2%
4	493	6.8%
5	363	5.0%
6	117	1.6%
14	102	1.4%
7	102	1.4%
16	99	1.4%
Other values (78)	1151	15.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	989	13.6%
1	813	11.2%
2	2511	34.6%
3	521	7.2%
4	493	6.8%
5	363	5.0%
6	117	1.6%
7	102	1.4%
8	73	1.0%
9	54	0.7%

Value	Count	Frequency (%)
235	1	< 0.1%
182	1	< 0.1%
181	1	< 0.1%
166	1	< 0.1%
152	1	< 0.1%
149	2	< 0.1%
148	1	< 0.1%
144	1	< 0.1%
121	1	< 0.1%
116	2	< 0.1%

재생시간(초)
Real number (ℝ)

ZEROS

Distinct	60
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.94133

Minimum	0
Maximum	59
Zeros	109
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	63.9 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	15
median	29
Q3	42
95-th percentile	56
Maximum	59
Range	59
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	16.480321
Coefficient of variation (CV)	0.56943894
Kurtosis	-1.0467468
Mean	28.94133
Median Absolute Deviation (MAD)	13
Skewness	0.026824422
Sum	210143
Variance	271.60097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	168	2.3%
27	161	2.2%
30	154	2.1%
28	154	2.1%
25	153	2.1%
38	148	2.0%
42	147	2.0%
33	147	2.0%
37	144	2.0%
23	144	2.0%
Other values (50)	5741	79.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	109	1.5%
1	115	1.6%
2	109	1.5%
3	113	1.6%
4	125	1.7%
5	104	1.4%
6	138	1.9%
7	108	1.5%
8	115	1.6%
9	113	1.6%

Value	Count	Frequency (%)
59	95	1.3%
58	90	1.2%
57	116	1.6%
56	117	1.6%
55	89	1.2%
54	99	1.4%
53	107	1.5%
52	103	1.4%
51	92	1.3%
50	104	1.4%

등록일
Date

Distinct	693
Distinct (%)	9.5%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Minimum	2018-09-16 00:00:00
Maximum	2024-03-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Heatmap
Table

	이슈명	이슈아이디	이슈홈주소	이슈콘텐츠수	콘텐츠아이디	프로그램아이디	프로그램명	전체영상여부	조회수	프로그램회차	방송시간(시)	방송시간(분)	재생시간(분)	재생시간(초)
이슈명	1.000	1.000	1.000	1.000	0.824	0.757	0.757	0.266	0.000	0.703	0.585	0.469	0.373	0.170
이슈아이디	1.000	1.000	1.000	0.791	0.749	0.504	0.504	0.153	0.055	0.456	0.326	0.221	0.131	0.053
이슈홈주소	1.000	1.000	1.000	1.000	0.824	0.757	0.757	0.266	0.000	0.703	0.585	0.469	0.373	0.170
이슈콘텐츠수	1.000	0.791	1.000	1.000	0.460	0.592	0.592	0.086	0.059	0.526	0.499	0.309	0.139	0.095
콘텐츠아이디	0.824	0.749	0.824	0.460	1.000	0.560	0.560	0.053	0.034	0.664	0.122	0.211	0.193	0.090
프로그램아이디	0.757	0.504	0.757	0.592	0.560	1.000	1.000	0.974	0.143	0.968	0.940	0.812	0.789	0.116
프로그램명	0.757	0.504	0.757	0.592	0.560	1.000	1.000	0.974	0.143	0.968	0.940	0.812	0.789	0.116
전체영상여부	0.266	0.153	0.266	0.086	0.053	0.974	0.974	1.000	0.052	0.760	0.397	0.591	0.358	0.072
조회수	0.000	0.055	0.000	0.059	0.034	0.143	0.143	0.052	1.000	0.144	0.000	0.094	0.000	0.038
프로그램회차	0.703	0.456	0.703	0.526	0.664	0.968	0.968	0.760	0.144	1.000	0.660	0.577	0.216	0.103
방송시간(시)	0.585	0.326	0.585	0.499	0.122	0.940	0.940	0.397	0.000	0.660	1.000	0.698	0.243	0.088
방송시간(분)	0.469	0.221	0.469	0.309	0.211	0.812	0.812	0.591	0.094	0.577	0.698	1.000	0.122	0.096
재생시간(분)	0.373	0.131	0.373	0.139	0.193	0.789	0.789	0.358	0.000	0.216	0.243	0.122	1.000	0.000
재생시간(초)	0.170	0.053	0.170	0.095	0.090	0.116	0.116	0.072	0.038	0.103	0.088	0.096	0.000	1.000

Heatmap
Table

	프로그램아이디	프로그램명	전체영상여부
프로그램아이디	1.000	1.000	0.880
프로그램명	1.000	1.000	0.880
전체영상여부	0.880	0.880	1.000

Heatmap
Table

	이슈아이디	이슈콘텐츠수	콘텐츠아이디	조회수	프로그램회차	방송시간(시)	방송시간(분)	재생시간(분)	재생시간(초)	프로그램아이디	프로그램명	전체영상여부
이슈아이디	1.000	-0.497	0.590	0.045	0.333	-0.017	-0.144	0.139	0.015	0.208	0.208	0.115
이슈콘텐츠수	-0.497	1.000	-0.029	-0.094	0.025	-0.000	0.020	-0.033	-0.014	0.299	0.299	0.106
콘텐츠아이디	0.590	-0.029	1.000	0.020	0.623	0.055	-0.193	0.088	0.013	0.248	0.248	0.040
조회수	0.045	-0.094	0.020	1.000	0.036	-0.037	-0.163	0.328	0.026	0.074	0.074	0.034
프로그램회차	0.333	0.025	0.623	0.036	1.000	-0.013	-0.133	0.103	0.000	0.729	0.729	0.597
방송시간(시)	-0.017	-0.000	0.055	-0.037	-0.013	1.000	0.304	-0.300	-0.029	0.636	0.636	0.305
방송시간(분)	-0.144	0.020	-0.193	-0.163	-0.133	0.304	1.000	-0.027	-0.028	0.406	0.406	0.457
재생시간(분)	0.139	-0.033	0.088	0.328	0.103	-0.300	-0.027	1.000	-0.147	0.428	0.428	0.357
재생시간(초)	0.015	-0.014	0.013	0.026	0.000	-0.029	-0.028	-0.147	1.000	0.037	0.037	0.055
프로그램아이디	0.208	0.299	0.248	0.074	0.729	0.636	0.406	0.428	0.037	1.000	1.000	0.880
프로그램명	0.208	0.299	0.248	0.074	0.729	0.636	0.406	0.428	0.037	1.000	1.000	0.880
전체영상여부	0.115	0.106	0.040	0.034	0.597	0.305	0.457	0.357	0.055	0.880	0.880	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

	이슈명	이슈아이디	이슈홈주소	이슈콘텐츠수	콘텐츠아이디	제목	프로그램아이디	프로그램명	전체영상여부	이미지주소	링크주소	링크주소(팝업)	조회수	프로그램회차	방송일	방송시간(시)	방송시간(분)	재생시간(분)	재생시간(초)	등록일
0	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	695109	청년도약계좌, 올해 달라진 제도와 유용 정보는?	PG2170043D	생방송 대한민국 1부	N	https://www.ktv.go.kr/media/contents/image/2024/02/07/LZe7CWyZRt.jpg	https://www.ktv.go.kr/content/view?content_id=695109	https://www.ktv.go.kr/content/popup?content_id=695109	199	1495	2024-02-07	10	0	15	46	2024-02-07
1	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	696160	청년도약계좌 연계가입 41만5천 명···22일부터 2차 신청	PG2220046D	정책현장+	N	https://www.ktv.go.kr/media/contents/image/2024/02/25/uiegVMUy4n.jpg	https://www.ktv.go.kr/content/view?content_id=696160	https://www.ktv.go.kr/content/popup?content_id=696160	69	61	2024-02-25	10	40	2	2	2024-02-25
2	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	696740	빈틈없는 취업 지원···청년도약계좌 가입 요건 완화	PG2180013D	KTV 대한뉴스	N	https://www.ktv.go.kr/media/contents/image/2024/03/05/6WLQDT56GT.jpg	https://www.ktv.go.kr/content/view?content_id=696740	https://www.ktv.go.kr/content/popup?content_id=696740	160	1418	2024-03-05	19	5	3	15	2024-03-05
3	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	696712	윤 대통령 "국가장학금 확대···주거장학금 신설"	PG2170044D	생방송 대한민국 2부	N	https://www.ktv.go.kr/media/contents/image/2024/03/05/ZpzE7AJbMh.jpg	https://www.ktv.go.kr/content/view?content_id=696712	https://www.ktv.go.kr/content/popup?content_id=696712	47	1531	2024-03-05	16	30	0	33	2024-03-05
4	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	696717	제17차 민생토론회 '청년편' (3.5) [브리핑 인사이트]	PG2170044D	생방송 대한민국 2부	N	https://www.ktv.go.kr/media/contents/image/2024/03/05/BgbdgWDY32.jpg	https://www.ktv.go.kr/content/view?content_id=696717	https://www.ktv.go.kr/content/popup?content_id=696717	107	1531	2024-03-05	16	30	2	44	2024-03-05
5	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	696679	청년 주택드림 청약통장 지원 대상과 내용은?	PG2170043D	생방송 대한민국 1부	N	https://www.ktv.go.kr/media/contents/image/2024/03/05/HlNbg8SN77.jpg	https://www.ktv.go.kr/content/view?content_id=696679	https://www.ktv.go.kr/content/popup?content_id=696679	746	1511	2024-03-05	9	0	12	11	2024-03-05
6	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	697691	'문화예술패스' 발급···19세 1인당 최대 15만 원	PG2180013D	KTV 대한뉴스	N	https://www.ktv.go.kr/media/contents/image/2024/03/20/z7NVTs4xSt.jpg	https://www.ktv.go.kr/content/view?content_id=697691	https://www.ktv.go.kr/content/popup?content_id=697691	82	1429	2024-03-20	19	0	2	28	2024-03-20
7	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	696159	'청년 주택드림 청약통장' 출시···이자율 최대 4.5%	PG2220046D	정책현장+	N	https://www.ktv.go.kr/media/contents/image/2024/02/25/nbdXFhF5sb.jpg	https://www.ktv.go.kr/content/view?content_id=696159	https://www.ktv.go.kr/content/popup?content_id=696159	108	61	2024-02-25	10	40	2	31	2024-02-25
8	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	696798	장학금부터 출산지원금까지, 청년이 곧 미래! 대폭 지원한다! [경제&이슈]	PG2170044D	생방송 대한민국 2부	N	https://www.ktv.go.kr/media/contents/image/2024/03/06/8yLrmGSDhr.jpg	https://www.ktv.go.kr/content/view?content_id=696798	https://www.ktv.go.kr/content/popup?content_id=696798	51	1532	2024-03-06	16	30	15	10	2024-03-06
9	청년정책 추진	518555	https://www.ktv.go.kr/issue/home/518555/list	12	696863	국가장학금 확대, 학자금 대출 금리 동결	PG2150012D	국민리포트	N	https://www.ktv.go.kr/media/contents/image/2024/03/08/PpGw86vDYh.jpg	https://www.ktv.go.kr/content/view?content_id=696863	https://www.ktv.go.kr/content/popup?content_id=696863	496	2251	2024-03-07	15	40	5	9	2024-03-07

	이슈명	이슈아이디	이슈홈주소	이슈콘텐츠수	콘텐츠아이디	제목	프로그램아이디	프로그램명	전체영상여부	이미지주소	링크주소	링크주소(팝업)	조회수	프로그램회차	방송일	방송시간(시)	방송시간(분)	재생시간(분)	재생시간(초)	등록일
7251	코로나19 경제지원	518407	https://www.ktv.go.kr/issue/home/518407/list	27	648903	소상공인 손실보전금 집행계획 발표	PG1110705D	정책브리핑	Y	https://www.ktv.go.kr/media/contents/image/2022/05/30/dAI1vMb53f.jpg	https://www.ktv.go.kr/content/view?content_id=648903	https://www.ktv.go.kr/content/popup?content_id=648903	64	1512	2022-05-30	15	0	15	47	2022-05-30
7252	아프리카돼지열병 예방	518366	https://www.ktv.go.kr/issue/home/518366/list	9	654298	강원 양구 ASF 확진···48시간 일시이동중지	PG2170044D	생방송 대한민국 2부	N	https://www.ktv.go.kr/media/contents/image/2022/08/19/rA3H680qUY.jpg	https://www.ktv.go.kr/content/view?content_id=654298	https://www.ktv.go.kr/content/popup?content_id=654298	37	1160	2022-08-19	16	30	2	23	2022-08-19
7253	아프리카돼지열병 예방	518366	https://www.ktv.go.kr/issue/home/518366/list	9	656303	강원 춘천 돼지농장 아프리카돼지열병 발생	PG2170043D	생방송 대한민국 1부	N	https://www.ktv.go.kr/media/contents/image/2022/09/19/3eO46MiGir.jpg	https://www.ktv.go.kr/content/view?content_id=656303	https://www.ktv.go.kr/content/popup?content_id=656303	54	1159	2022-09-19	10	0	0	23	2022-09-19
7254	아프리카돼지열병 예방	518366	https://www.ktv.go.kr/issue/home/518366/list	9	656554	춘천 돼지농장 아프리카돼지열병 추가 발생	PG2180013D	KTV 대한뉴스	N	https://www.ktv.go.kr/media/contents/image/2022/09/20/4q0OpVvuA3.jpg	https://www.ktv.go.kr/content/view?content_id=656554	https://www.ktv.go.kr/content/popup?content_id=656554	39	1057	2022-09-20	19	30	2	12	2022-09-20
7255	아프리카돼지열병 예방	518366	https://www.ktv.go.kr/issue/home/518366/list	9	657355	파주·평택 농장 아프리카돼지열병 잇따라 발생	PG2170043D	생방송 대한민국 1부	N	https://www.ktv.go.kr/media/contents/image/2022/09/29/YH7QKIyYwm.jpg	https://www.ktv.go.kr/content/view?content_id=657355	https://www.ktv.go.kr/content/popup?content_id=657355	72	1166	2022-09-29	10	0	0	26	2022-09-29
7256	아프리카돼지열병 예방	518366	https://www.ktv.go.kr/issue/home/518366/list	9	693701	아프리카돼지열병(ASF) 차단 위한 현장점검	PG2170044D	생방송 대한민국 2부	N	https://www.ktv.go.kr/media/contents/image/2024/01/16/7Xmj4Amjiq.jpg	https://www.ktv.go.kr/content/view?content_id=693701	https://www.ktv.go.kr/content/popup?content_id=693701	34	1499	2024-01-16	16	30	0	41	2024-01-16
7257	아프리카돼지열병 예방	518366	https://www.ktv.go.kr/issue/home/518366/list	9	657841	ASF 확산에 전국 특별방역···농식품부 차관 현장점검	PG2220044D	KTV 대한뉴스 8	N	https://www.ktv.go.kr/media/contents/image/2022/10/06/LCSEoDdGeI.jpg	https://www.ktv.go.kr/content/view?content_id=657841	https://www.ktv.go.kr/content/popup?content_id=657841	53	20	2022-10-06	8	0	2	19	2022-10-06
7258	아프리카돼지열병 예방	518366	https://www.ktv.go.kr/issue/home/518366/list	9	661321	철원 양돈농장 ASF···경기·강원 북부 일시 이동중지	PG2170043D	생방송 대한민국 1부	N	https://www.ktv.go.kr/media/contents/image/2022/11/10/ddUANgFtU0.jpg	https://www.ktv.go.kr/content/view?content_id=661321	https://www.ktv.go.kr/content/popup?content_id=661321	51	1194	2022-11-10	10	0	0	37	2022-11-10
7259	아프리카돼지열병 예방	518366	https://www.ktv.go.kr/issue/home/518366/list	9	686370	다음달부터 가축전염병 특별방역···"검사 확대·소독 강화" [정책현장+]	PG2180013D	KTV 대한뉴스	N	https://www.ktv.go.kr/media/contents/image/2023/09/26/T6mrVwLdST.jpg	https://www.ktv.go.kr/content/view?content_id=686370	https://www.ktv.go.kr/content/popup?content_id=686370	142	1313	2023-09-26	19	0	2	22	2023-09-26
7260	아프리카돼지열병 예방	518366	https://www.ktv.go.kr/issue/home/518366/list	9	657433	김포·파주 돼지열병 잇따라···"초동방역 신속 이행"	PG2180013D	KTV 대한뉴스	N	https://www.ktv.go.kr/media/contents/image/2022/09/29/xyRxlLHMeZ.jpg	https://www.ktv.go.kr/content/view?content_id=657433	https://www.ktv.go.kr/content/popup?content_id=657433	63	1064	2022-09-29	19	30	2	10	2022-09-29

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Other Punctuation

Decimal Number

Math Symbol

Open Punctuation

Close Punctuation

Initial Punctuation

Final Punctuation

Other Symbol

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Greek

Most occurring blocks

Most frequent character per block

ASCII

None

Hangul

Punctuation

CJK

Arrows

CJK Compat

CJK Compat Ideographs

Math Operators

Common Values

Length

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script