Overview

Dataset statistics

Number of variables6
Number of observations108
Missing cells371
Missing cells (%)57.3%
Total size in memory5.2 KiB
Average record size in memory49.2 B

Variable types

Unsupported2
Categorical3
Numeric1

Warnings

Unnamed: 4 has a high cardinality: 76 distinct values High cardinality
Unnamed: 0 has 108 (100.0%) missing values Missing
Column 정의서 has 81 (75.0%) missing values Missing
Unnamed: 2 has 81 (75.0%) missing values Missing
Unnamed: 3 has 14 (13.0%) missing values Missing
Unnamed: 4 has 5 (4.6%) missing values Missing
Unnamed: 5 has 82 (75.9%) missing values Missing
Unnamed: 0 is an unsupported type, check if it needs cleaning or further analysis Unsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysis Unsupported

Reproduction

Analysis started2022-06-15 05:00:58.530528
Analysis finished2022-06-15 05:00:58.553654
Duration0.02 seconds
Software versionpandas-profiling v3.0.0
Download configurationconfig.json

Variables

Unnamed: 0
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing108
Missing (%)100.0%
Memory size992.0 B

Column 정의서
Categorical

MISSING

Distinct27
Distinct (%)100.0%
Missing81
Missing (%)75.0%
Memory size992.0 B
1. 컨슈머인사이트 이동통신 기획조사 _ 휴대폰 보유 및 통신사 가입 현황
 
1
C02
 
1
RC01
 
1
A1202
 
1
A1201
 
1
Other values (22)
22 

Unique

Unique27 ?
Unique (%)100.0%

Sample

1st row1. 컨슈머인사이트 이동통신 기획조사 _ 휴대폰 보유 및 통신사 가입 현황
2nd row항목
3rd rowidx
4th rowA05
5th rowA0501

Common Values

ValueCountFrequency (%)
1. 컨슈머인사이트 이동통신 기획조사 _ 휴대폰 보유 및 통신사 가입 현황 1
 
0.9%
C021
 
0.9%
RC011
 
0.9%
A12021
 
0.9%
A12011
 
0.9%
B07011
 
0.9%
B061
 
0.9%
TB05M011
 
0.9%
B05M011
 
0.9%
B0401011
 
0.9%
Other values (17)17
 
15.7%
(Missing)81
75.0%

Unnamed: 2
Categorical

MISSING

Distinct27
Distinct (%)100.0%
Missing81
Missing (%)75.0%
Memory size992.0 B
변수명
 
1
요금제 가격대
 
1
월 평균 휴대폰 요금(ARPU) (단위:천원)
 
1
10대 통신사 결정 영향력
 
1
10대 단말 결정 영향력
 
1
Other values (22)
22 

Unique

Unique27 ?
Unique (%)100.0%

Sample

1st row변수명
2nd row사용자 식별 번호
3rd row가입 이동통신사
4th row가입 알뜰폰 통신사
5th row보유 휴대폰 명의

Common Values

ValueCountFrequency (%)
변수명1
 
0.9%
요금제 가격대1
 
0.9%
월 평균 휴대폰 요금(ARPU) (단위:천원)1
 
0.9%
10대 통신사 결정 영향력1
 
0.9%
10대 단말 결정 영향력1
 
0.9%
현 통신사 과거 경험1
 
0.9%
이전 이용 이동통신사1
 
0.9%
이용 경험 이동통신사(현 통신사 포함)1
 
0.9%
이용 경험 이동통신사1
 
0.9%
현 이동통신사 가입시기 - 가입년1
 
0.9%
Other values (17)17
 
15.7%
(Missing)81
75.0%

Unnamed: 3
Real number (ℝ≥0)

MISSING

Distinct10
Distinct (%)10.6%
Missing14
Missing (%)13.0%
Infinite0
Infinite (%)0.0%
Mean10.53191489
Minimum0
Maximum99
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size992.0 B
2022-06-15T14:00:59.071160image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q11
median2
Q33.75
95-th percentile98
Maximum99
Range99
Interquartile range (IQR)2.75

Descriptive statistics

Standard deviation26.92350859
Coefficient of variation (CV)2.556373542
Kurtosis7.252193927
Mean10.53191489
Median Absolute Deviation (MAD)1
Skewness3.01211817
Sum990
Variance724.8753146
MonotonicityNot monotonic
2022-06-15T14:00:59.217365image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
124
22.2%
224
22.2%
321
19.4%
412
11.1%
984
 
3.7%
993
 
2.8%
53
 
2.8%
971
 
0.9%
01
 
0.9%
61
 
0.9%
(Missing)14
13.0%
ValueCountFrequency (%)
01
 
0.9%
124
22.2%
224
22.2%
321
19.4%
412
11.1%
ValueCountFrequency (%)
993
2.8%
984
3.7%
971
 
0.9%
61
 
0.9%
53
2.8%

Unnamed: 4
Categorical

HIGH CARDINALITY
MISSING

Distinct76
Distinct (%)73.8%
Missing5
Missing (%)4.6%
Memory size992.0 B
…
 
7
SK텔레콤
 
4
KT(olleh)
 
4
LG U+(유플러스)
 
4
알뜰폰(MVNO)
 
4
Other values (71)
80 

Unique

Unique63 ?
Unique (%)61.2%

Sample

1st row내용
2nd row-
3rd rowSK텔레콤
4th rowKT(olleh)
5th rowLG U+(유플러스)

Common Values

ValueCountFrequency (%)
…7
 
6.5%
SK텔레콤4
 
3.7%
KT(olleh)4
 
3.7%
LG U+(유플러스)4
 
3.7%
알뜰폰(MVNO)4
 
3.7%
없음3
 
2.8%
삼성전자2
 
1.9%
내가 전적으로 결정했다2
 
1.9%
부모님과 상의하여 결정했다2
 
1.9%
모름2
 
1.9%
Other values (66)69
63.9%
(Missing)5
 
4.6%

Unnamed: 5
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing82
Missing (%)75.9%
Memory size992.0 B