Overview

Dataset statistics

Number of variables14
Number of observations101
Missing cells202
Missing cells (%)14.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.8 KiB
Average record size in memory119.3 B

Variable types

Categorical11
Unsupported2
Numeric1

Alerts

BRDCST_DE has constant value ""Constant
CHNNEL_NM has constant value ""Constant
PROGRM_BEGIN_TIME has constant value ""Constant
PROGRM_END_TIME has constant value ""Constant
PROGRM_NM has constant value ""Constant
PROGRM_BRDCST_AREA_NM has constant value ""Constant
PROGRM_GENRE_LCLAS_NM has constant value ""Constant
PROGRM_GENRE_MLSFC_NM has constant value ""Constant
PROGRM_GENRE_SCLAS_NM has constant value ""Constant
PROGRM_DC has 101 (100.0%) missing valuesMissing
BRDCST_TME_NM has 101 (100.0%) missing valuesMissing
PROGRM_DC is an unsupported type, check if it needs cleaning or further analysisUnsupported
BRDCST_TME_NM is an unsupported type, check if it needs cleaning or further analysisUnsupported
AUDE_CO has 73 (72.3%) zerosZeros

Reproduction

Analysis started2023-12-10 10:05:42.272867
Analysis finished2023-12-10 10:05:43.392835
Duration1.12 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

BRDCST_DE
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
20210701
101 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20210701
2nd row20210701
3rd row20210701
4th row20210701
5th row20210701

Common Values

ValueCountFrequency (%)
20210701 101
100.0%

Length

2023-12-10T19:05:43.505674image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:43.687355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20210701 101
100.0%

CHNNEL_NM
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
EBS
101 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
EBS 101
100.0%

Length

2023-12-10T19:05:43.837117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:43.997816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
ebs 101
100.0%

PROGRM_BEGIN_TIME
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
112206
101 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row112206
2nd row112206
3rd row112206
4th row112206
5th row112206

Common Values

ValueCountFrequency (%)
112206 101
100.0%

Length

2023-12-10T19:05:44.244883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:44.412717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
112206 101
100.0%

PROGRM_END_TIME
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
115659
101 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row115659
2nd row115659
3rd row115659
4th row115659
5th row115659

Common Values

ValueCountFrequency (%)
115659 101
100.0%

Length

2023-12-10T19:05:45.067152image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:45.264177image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
115659 101
100.0%

PROGRM_NM
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
세계테마기행
101 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
세계테마기행 101
100.0%

Length

2023-12-10T19:05:45.454898image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:45.664177image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
세계테마기행 101
100.0%

PROGRM_DC
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)100.0%
Memory size1.0 KiB

BRDCST_TME_NM
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)100.0%
Memory size1.0 KiB

PROGRM_BRDCST_AREA_NM
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
전국
101 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전국 101
100.0%

Length

2023-12-10T19:05:45.903312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:46.075524image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전국 101
100.0%

PROGRM_GENRE_LCLAS_NM
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
정보
101 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
정보 101
100.0%

Length

2023-12-10T19:05:46.228690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:46.397995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정보 101
100.0%

PROGRM_GENRE_MLSFC_NM
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
다큐멘터리
101 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
다큐멘터리 101
100.0%

Length

2023-12-10T19:05:46.564724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:46.716723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
다큐멘터리 101
100.0%

PROGRM_GENRE_SCLAS_NM
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
다큐멘터리(역사기행문예)
101 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row다큐멘터리(역사기행문예)
2nd row다큐멘터리(역사기행문예)
3rd row다큐멘터리(역사기행문예)
4th row다큐멘터리(역사기행문예)
5th row다큐멘터리(역사기행문예)

Common Values

ValueCountFrequency (%)
다큐멘터리(역사기행문예) 101
100.0%

Length

2023-12-10T19:05:46.999142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:47.197021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
다큐멘터리(역사기행문예 101
100.0%

AREA_NM
Categorical

Distinct7
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size940.0 B
전국
15 
서울
15 
경기·인천
15 
부산
15 
대전
15 
Other values (2)
26 

Length

Max length5
Median length2
Mean length2.4455446
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전국 15
14.9%
서울 15
14.9%
경기·인천 15
14.9%
부산 15
14.9%
대전 15
14.9%
대구 15
14.9%
광주 11
10.9%

Length

2023-12-10T19:05:47.406996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:05:47.655952image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전국 15
14.9%
서울 15
14.9%
경기·인천 15
14.9%
부산 15
14.9%
대전 15
14.9%
대구 15
14.9%
광주 11
10.9%

ANALS_TRGET_NM
Categorical

Distinct15
Distinct (%)14.9%
Missing0
Missing (%)0.0%
Memory size940.0 B
개인
7 
개인 성/연령(10세 단위)(4-9세 남자)
7 
개인 성/연령(10세 단위)(4-9세 여자)
7 
개인 성/연령(10세 단위)(10대 남자)
7 
개인 성/연령(10세 단위)(10대 여자)
7 
Other values (10)
66 

Length

Max length26
Median length23
Mean length22.039604
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row개인
2nd row개인 성/연령(10세 단위)(4-9세 남자)
3rd row개인 성/연령(10세 단위)(4-9세 여자)
4th row개인 성/연령(10세 단위)(10대 남자)
5th row개인 성/연령(10세 단위)(10대 여자)

Common Values

ValueCountFrequency (%)
개인 7
 
6.9%
개인 성/연령(10세 단위)(4-9세 남자) 7
 
6.9%
개인 성/연령(10세 단위)(4-9세 여자) 7
 
6.9%
개인 성/연령(10세 단위)(10대 남자) 7
 
6.9%
개인 성/연령(10세 단위)(10대 여자) 7
 
6.9%
개인 성/연령(10세 단위)(20대 남자) 7
 
6.9%
개인 성/연령(10세 단위)(20대 여자) 7
 
6.9%
개인 성/연령(10세 단위)(30대 남자) 7
 
6.9%
개인 성/연령(10세 단위)(30대 여자) 7
 
6.9%
개인 성/연령(10세 단위)(40대 남자) 7
 
6.9%
Other values (5) 31
30.7%

Length

2023-12-10T19:05:47.887703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
개인 101
25.6%
성/연령(10세 94
23.8%
남자 47
11.9%
여자 47
11.9%
단위)(4-9세 14
 
3.5%
단위)(10대 14
 
3.5%
단위)(20대 14
 
3.5%
단위)(30대 14
 
3.5%
단위)(40대 14
 
3.5%
단위)(50대 12
 
3.0%
Other values (2) 24
 
6.1%

AUDE_CO
Real number (ℝ)

ZEROS 

Distinct28
Distinct (%)27.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.3150891
Minimum0
Maximum178.533
Zeros73
Zeros (%)72.3%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T19:05:48.098963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31.367
95-th percentile20.61
Maximum178.533
Range178.533
Interquartile range (IQR)1.367

Descriptive statistics

Standard deviation20.32511
Coefficient of variation (CV)3.8240393
Kurtosis54.257821
Mean5.3150891
Median Absolute Deviation (MAD)0
Skewness6.820228
Sum536.824
Variance413.11008
MonotonicityNot monotonic
2023-12-10T19:05:48.328864image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
0.0 73
72.3%
2.94 2
 
2.0%
178.533 1
 
1.0%
11.935 1
 
1.0%
1.005 1
 
1.0%
2.907 1
 
1.0%
2.285 1
 
1.0%
2.85 1
 
1.0%
5.135 1
 
1.0%
16.629 1
 
1.0%
Other values (18) 18
 
17.8%
ValueCountFrequency (%)
0.0 73
72.3%
0.679 1
 
1.0%
1.005 1
 
1.0%
1.367 1
 
1.0%
2.248 1
 
1.0%
2.285 1
 
1.0%
2.85 1
 
1.0%
2.907 1
 
1.0%
2.94 2
 
2.0%
4.581 1
 
1.0%
ValueCountFrequency (%)
178.533 1
1.0%
59.224 1
1.0%
56.783 1
1.0%
54.041 1
1.0%
25.807 1
1.0%
20.61 1
1.0%
19.182 1
1.0%
16.629 1
1.0%
15.786 1
1.0%
14.554 1
1.0%

Interactions

2023-12-10T19:05:42.628432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T19:05:48.489258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
AREA_NMANALS_TRGET_NMAUDE_CO
AREA_NM1.0000.0000.071
ANALS_TRGET_NM0.0001.0000.000
AUDE_CO0.0710.0001.000
2023-12-10T19:05:48.693859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ANALS_TRGET_NMAREA_NM
ANALS_TRGET_NM1.0000.000
AREA_NM0.0001.000
2023-12-10T19:05:48.830021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
AUDE_COAREA_NMANALS_TRGET_NM
AUDE_CO1.0000.0410.000
AREA_NM0.0411.0000.000
ANALS_TRGET_NM0.0000.0001.000

Missing values

2023-12-10T19:05:42.887442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T19:05:43.235193image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

BRDCST_DECHNNEL_NMPROGRM_BEGIN_TIMEPROGRM_END_TIMEPROGRM_NMPROGRM_DCBRDCST_TME_NMPROGRM_BRDCST_AREA_NMPROGRM_GENRE_LCLAS_NMPROGRM_GENRE_MLSFC_NMPROGRM_GENRE_SCLAS_NMAREA_NMANALS_TRGET_NMAUDE_CO
020210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인178.533
120210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인 성/연령(10세 단위)(4-9세 남자)5.163
220210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인 성/연령(10세 단위)(4-9세 여자)0.0
320210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인 성/연령(10세 단위)(10대 남자)0.0
420210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인 성/연령(10세 단위)(10대 여자)0.0
520210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인 성/연령(10세 단위)(20대 남자)5.73
620210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인 성/연령(10세 단위)(20대 여자)0.0
720210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인 성/연령(10세 단위)(30대 남자)1.367
820210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인 성/연령(10세 단위)(30대 여자)4.936
920210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)전국개인 성/연령(10세 단위)(40대 남자)15.786
BRDCST_DECHNNEL_NMPROGRM_BEGIN_TIMEPROGRM_END_TIMEPROGRM_NMPROGRM_DCBRDCST_TME_NMPROGRM_BRDCST_AREA_NMPROGRM_GENRE_LCLAS_NMPROGRM_GENRE_MLSFC_NMPROGRM_GENRE_SCLAS_NMAREA_NMANALS_TRGET_NMAUDE_CO
9120210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(4-9세 남자)0.0
9220210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(4-9세 여자)0.0
9320210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(10대 남자)0.0
9420210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(10대 여자)0.0
9520210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(20대 남자)1.005
9620210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(20대 여자)0.0
9720210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(30대 남자)0.0
9820210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(30대 여자)0.0
9920210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(40대 남자)0.0
10020210701EBS112206115659세계테마기행<NA><NA>전국정보다큐멘터리다큐멘터리(역사기행문예)광주개인 성/연령(10세 단위)(40대 여자)0.0