gimi9 Pandas Profiling

Dataset statistics

Number of variables	24
Number of observations	427
Missing cells	2535
Missing cells (%)	24.7%
Duplicate rows	6
Duplicate rows (%)	1.4%
Total size in memory	81.4 KiB
Average record size in memory	195.3 B

Variable types

Categorical	10
Text	11
Unsupported	3

Dataset

Description	2021년 12월말 기준 강원도 양양군의 산업 소분류 및 읍면동별(양양읍, 서면, 손양면, 현북면, 현남면, 강현면 사업체 수, 종사자 수입니다.
Author	강원특별자치도 양양군
URL	https://www.data.go.kr/data/15116982/fileData.do

Alerts

Dataset has 6 (1.4%) duplicate rows	Duplicates
`2. 산업소분류 및 읍면동별 사업체수, 종사자수` is highly imbalanced (77.4%)	Imbalance
`Unnamed: 1` is highly imbalanced (81.5%)	Imbalance
`2. Number of Establishments and Workers by Industrial Groups & Provinces` is highly imbalanced (82.7%)	Imbalance
`Unnamed: 23` is highly imbalanced (81.5%)	Imbalance
`Unnamed: 2` has 324 (75.9%) missing values	Missing
`Unnamed: 3` has 105 (24.6%) missing values	Missing
`Unnamed: 4` has 105 (24.6%) missing values	Missing
`Unnamed: 5` has 427 (100.0%) missing values	Missing
`Unnamed: 6` has 81 (19.0%) missing values	Missing
`Unnamed: 7` has 93 (21.8%) missing values	Missing
`Unnamed: 8` has 81 (19.0%) missing values	Missing
`Unnamed: 9` has 93 (21.8%) missing values	Missing
`Unnamed: 11` has 427 (100.0%) missing values	Missing
`Unnamed: 13` has 93 (21.8%) missing values	Missing
`Unnamed: 15` has 93 (21.8%) missing values	Missing
`Unnamed: 19` has 93 (21.8%) missing values	Missing
`Unnamed: 21` has 93 (21.8%) missing values	Missing
`Unnamed: 22` has 427 (100.0%) missing values	Missing
`Unnamed: 5` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 11` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 22` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-03-14 11:03:41.509568
Analysis finished	2024-03-14 11:03:42.445919
Duration	0.94 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

2. 산업소분류 및 읍면동별 사업체수, 종사자수
Categorical

IMBALANCE

Distinct	23
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	373
산업분류 Industrial Classification	12
2. 산업소분류 및 읍면동별 사업체수, 종사자수	11
C	6
F	2
Other values (18)	23

Length

Max length	30
Median length	4
Mean length	5.0819672
Min length	1

Unique

Unique	13 ?
Unique (%)	3.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	373	87.4%
산업분류 Industrial Classification	12	2.8%
2. 산업소분류 및 읍면동별 사업체수, 종사자수	11	2.6%
C	6	1.4%
F	2	0.5%
Q	2	0.5%
N	2	0.5%
L	2	0.5%
J	2	0.5%
H	2	0.5%
Other values (13)	13	3.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	373	73.7%
industrial	12	2.4%
classification	12	2.4%
산업분류	12	2.4%
2	11	2.2%
산업소분류	11	2.2%
및	11	2.2%
읍면동별	11	2.2%
사업체수	11	2.2%
종사자수	11	2.2%
Other values (20)	31	6.1%

Unnamed: 1
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	415
(2021 기준년도, 강원도 양양군)	12

Length

Max length	20
Median length	4
Mean length	4.4496487
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	(2021 기준년도, 강원도 양양군)
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	415	97.2%
(2021 기준년도, 강원도 양양군)	12	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	415	89.6%
2021	12	2.6%
기준년도	12	2.6%
강원도	12	2.6%
양양군	12	2.6%

Unnamed: 2
Text

MISSING

Distinct	75
Distinct (%)	72.8%
Missing	324
Missing (%)	75.9%
Memory size	3.5 KiB

Length

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

Characters and Unicode

Total characters	206
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	65 ?
Unique (%)	63.1%

Sample

1st row	**
2nd row	**
3rd row	01
4th row	02
5th row	03

Value	Count	Frequency (%)
	20	19.4%
86	2	1.9%
34	2	1.9%
42	2	1.9%
68	2	1.9%
49	2	1.9%
28	2	1.9%
10	2	1.9%
59	2	1.9%
75	2	1.9%
Other values (65)	65	63.1%

Most occurring characters

Value	Count	Frequency (%)
*	40	19.4%
1	20	9.7%
2	20	9.7%
6	20	9.7%
5	19	9.2%
3	17	8.3%
4	16	7.8%
0	15	7.3%
7	14	6.8%
8	13	6.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	166	80.6%
Other Punctuation	40	19.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	20	12.0%
2	20	12.0%
6	20	12.0%
5	19	11.4%
3	17	10.2%
4	16	9.6%
0	15	9.0%
7	14	8.4%
8	13	7.8%
9	12	7.2%

Other Punctuation

Value	Count	Frequency (%)
*	40	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	206	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
*	40	19.4%
1	20	9.7%
2	20	9.7%
6	20	9.7%
5	19	9.2%
3	17	8.3%
4	16	7.8%
0	15	7.3%
7	14	6.8%
8	13	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	206	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	40	19.4%
1	20	9.7%
2	20	9.7%
6	20	9.7%
5	19	9.2%
3	17	8.3%
4	16	7.8%
0	15	7.3%
7	14	6.8%
8	13	6.3%

Unnamed: 3
Text

MISSING

Distinct	229
Distinct (%)	71.1%
Missing	105
Missing (%)	24.6%
Memory size	3.5 KiB

Length

Max length	3
Median length	3
Mean length	2.7080745
Min length	2

Characters and Unicode

Total characters	872
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	228 ?
Unique (%)	70.8%

Sample

1st row	**
2nd row	**
3rd row	**
4th row	011
5th row	012

Value	Count	Frequency (%)
	94	29.2%
764	1	0.3%
425	1	0.3%
426	1	0.3%
512	1	0.3%
521	1	0.3%
529	1	0.3%
551	1	0.3%
559	1	0.3%
561	1	0.3%
Other values (219)	219	68.0%

Most occurring characters

Value	Count	Frequency (%)
*	188	21.6%
1	125	14.3%
2	114	13.1%
3	78	8.9%
4	73	8.4%
5	58	6.7%
6	58	6.7%
7	50	5.7%
0	49	5.6%
9	42	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	684	78.4%
Other Punctuation	188	21.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	125	18.3%
2	114	16.7%
3	78	11.4%
4	73	10.7%
5	58	8.5%
6	58	8.5%
7	50	7.3%
0	49	7.2%
9	42	6.1%
8	37	5.4%

Other Punctuation

Value	Count	Frequency (%)
*	188	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	872	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
*	188	21.6%
1	125	14.3%
2	114	13.1%
3	78	8.9%
4	73	8.4%
5	58	6.7%
6	58	6.7%
7	50	5.7%
0	49	5.6%
9	42	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	872	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	188	21.6%
1	125	14.3%
2	114	13.1%
3	78	8.9%
4	73	8.4%
5	58	6.7%
6	58	6.7%
7	50	5.7%
0	49	5.6%
9	42	4.8%

Unnamed: 4
Text

MISSING

Distinct	322
Distinct (%)	100.0%
Missing	105
Missing (%)	24.6%
Memory size	3.5 KiB

Length

Max length	45
Median length	30
Mean length	19.397516
Min length	7

Characters and Unicode

Total characters	6246
Distinct characters	288
Distinct categories	8 ?
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	322 ?
Unique (%)	100.0%

Sample

1st row	TT 전체산업
2nd row	A.농업, 임업 및 어업(01~03)
3rd row	01.농업
4th row	011.작물 재배업
5th row	012.축산업

Value	Count	Frequency (%)
및	166	14.4%
제조업	98	8.5%
서비스업	42	3.6%
기타	12	1.0%
운송업	12	1.0%
소매업	9	0.8%
광업	8	0.7%
도매업	7	0.6%
제외	7	0.6%
기계	7	0.6%
Other values (630)	783	68.0%

Most occurring characters

Value	Count	Frequency (%)
	1890	30.3%
업	324	5.2%
.	321	5.1%
및	166	2.7%
제	157	2.5%
1	151	2.4%
2	134	2.1%
조	121	1.9%
기	106	1.7%
3	101	1.6%
Other values (278)	2775	44.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2977	47.7%
Space Separator	1890	30.3%
Decimal Number	903	14.5%
Other Punctuation	402	6.4%
Uppercase Letter	21	0.3%
Close Punctuation	19	0.3%
Open Punctuation	19	0.3%
Math Symbol	15	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	324	10.9%
및	166	5.6%
제	157	5.3%
조	121	4.1%
기	106	3.6%
비	83	2.8%
품	69	2.3%
스	66	2.2%
서	54	1.8%
물	41	1.4%
Other values (240)	1790	60.1%

Uppercase Letter

Value	Count	Frequency (%)
T	2	9.5%
N	1	4.8%
C	1	4.8%
M	1	4.8%
L	1	4.8%
O	1	4.8%
R	1	4.8%
A	1	4.8%
S	1	4.8%
Q	1	4.8%
Other values (10)	10	47.6%

Decimal Number

Value	Count	Frequency (%)
1	151	16.7%
2	134	14.8%
3	101	11.2%
4	96	10.6%
6	86	9.5%
5	84	9.3%
0	70	7.8%
7	69	7.6%
9	58	6.4%
8	54	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	321	79.9%
,	69	17.2%
;	8	2.0%
?	4	1.0%

Space Separator

Value	Count	Frequency (%)
	1890	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	19	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	19	100.0%

Math Symbol

Value	Count	Frequency (%)
~	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3248	52.0%
Hangul	2977	47.7%
Latin	21	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	324	10.9%
및	166	5.6%
제	157	5.3%
조	121	4.1%
기	106	3.6%
비	83	2.8%
품	69	2.3%
스	66	2.2%
서	54	1.8%
물	41	1.4%
Other values (240)	1790	60.1%

Latin

Value	Count	Frequency (%)
T	2	9.5%
N	1	4.8%
C	1	4.8%
M	1	4.8%
L	1	4.8%
O	1	4.8%
R	1	4.8%
A	1	4.8%
S	1	4.8%
Q	1	4.8%
Other values (10)	10	47.6%

Common

Value	Count	Frequency (%)
	1890	58.2%
.	321	9.9%
1	151	4.6%
2	134	4.1%
3	101	3.1%
4	96	3.0%
6	86	2.6%
5	84	2.6%
0	70	2.2%
,	69	2.1%
Other values (8)	246	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3269	52.3%
Hangul	2971	47.6%
Compat Jamo	6	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1890	57.8%
.	321	9.8%
1	151	4.6%
2	134	4.1%
3	101	3.1%
4	96	2.9%
6	86	2.6%
5	84	2.6%
0	70	2.1%
,	69	2.1%
Other values (28)	267	8.2%

Hangul

Value	Count	Frequency (%)
업	324	10.9%
및	166	5.6%
제	157	5.3%
조	121	4.1%
기	106	3.6%
비	83	2.8%
품	69	2.3%
스	66	2.2%
서	54	1.8%
물	41	1.4%
Other values (239)	1784	60.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	6	100.0%

Unnamed: 5
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	427
Missing (%)	100.0%
Memory size	3.9 KiB

Unnamed: 6
Text

MISSING

Distinct	89
Distinct (%)	25.7%
Missing	81
Missing (%)	19.0%
Memory size	3.5 KiB

Length

Max length	11
Median length	1
Mean length	1.8930636
Min length	1

Characters and Unicode

Total characters	655
Distinct characters	24
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	51 ?
Unique (%)	14.7%

Sample

1st row	양양군
2nd row	사업체수 Estab.
3rd row	4,989
4th row	46
5th row	34

Value	Count	Frequency (%)
0	90	25.1%
1	19	5.3%
3	18	5.0%
2	17	4.7%
6	15	4.2%
사업체수	12	3.4%
estab	12	3.4%
5	12	3.4%
양양군	12	3.4%
4	8	2.2%
Other values (80)	143	39.9%

Most occurring characters

Value	Count	Frequency (%)
0	108	16.5%
1	93	14.2%
3	49	7.5%
2	47	7.2%
6	39	6.0%
5	35	5.3%
7	33	5.0%
4	30	4.6%
8	29	4.4%
양	24	3.7%
Other values (14)	168	25.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	485	74.0%
Other Letter	84	12.8%
Lowercase Letter	48	7.3%
Other Punctuation	14	2.1%
Control	12	1.8%
Uppercase Letter	12	1.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	108	22.3%
1	93	19.2%
3	49	10.1%
2	47	9.7%
6	39	8.0%
5	35	7.2%
7	33	6.8%
4	30	6.2%
8	29	6.0%
9	22	4.5%

Other Letter

Value	Count	Frequency (%)
양	24	28.6%
수	12	14.3%
체	12	14.3%
업	12	14.3%
사	12	14.3%
군	12	14.3%

Lowercase Letter

Value	Count	Frequency (%)
t	12	25.0%
b	12	25.0%
a	12	25.0%
s	12	25.0%

Other Punctuation

Value	Count	Frequency (%)
.	12	85.7%
,	2	14.3%

Control

Value	Count	Frequency (%)
	12	100.0%

Uppercase Letter

Value	Count	Frequency (%)
E	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	511	78.0%
Hangul	84	12.8%
Latin	60	9.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	108	21.1%
1	93	18.2%
3	49	9.6%
2	47	9.2%
6	39	7.6%
5	35	6.8%
7	33	6.5%
4	30	5.9%
8	29	5.7%
9	22	4.3%
Other values (3)	26	5.1%

Hangul

Value	Count	Frequency (%)
양	24	28.6%
수	12	14.3%
체	12	14.3%
업	12	14.3%
사	12	14.3%
군	12	14.3%

Latin

Value	Count	Frequency (%)
t	12	20.0%
b	12	20.0%
a	12	20.0%
s	12	20.0%
E	12	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	571	87.2%
Hangul	84	12.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	108	18.9%
1	93	16.3%
3	49	8.6%
2	47	8.2%
6	39	6.8%
5	35	6.1%
7	33	5.8%
4	30	5.3%
8	29	5.1%
9	22	3.9%
Other values (8)	86	15.1%

Hangul

Value	Count	Frequency (%)
양	24	28.6%
수	12	14.3%
체	12	14.3%
업	12	14.3%
사	12	14.3%
군	12	14.3%

Unnamed: 7
Text

MISSING

Distinct	133
Distinct (%)	39.8%
Missing	93
Missing (%)	21.8%
Memory size	3.5 KiB

Length

Max length	12
Median length	6
Mean length	2.2724551
Min length	1

Characters and Unicode

Total characters	759
Distinct characters	22
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	86 ?
Unique (%)	25.7%

Sample

1st row	종사자수 Workers
2nd row	16,351
3rd row	142
4th row	86
5th row	62

Value	Count	Frequency (%)
0	90	26.0%
workers	12	3.5%
종사자수	12	3.5%
3	11	3.2%
1	9	2.6%
9	8	2.3%
5	8	2.3%
12	5	1.4%
8	5	1.4%
24	4	1.2%
Other values (124)	182	52.6%

Most occurring characters

Value	Count	Frequency (%)
0	122	16.1%
1	101	13.3%
2	81	10.7%
3	57	7.5%
9	48	6.3%
4	46	6.1%
6	43	5.7%
5	42	5.5%
8	32	4.2%
7	27	3.6%
Other values (12)	160	21.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	599	78.9%
Lowercase Letter	72	9.5%
Other Letter	48	6.3%
Other Punctuation	16	2.1%
Uppercase Letter	12	1.6%
Control	12	1.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	122	20.4%
1	101	16.9%
2	81	13.5%
3	57	9.5%
9	48	8.0%
4	46	7.7%
6	43	7.2%
5	42	7.0%
8	32	5.3%
7	27	4.5%

Lowercase Letter

Value	Count	Frequency (%)
r	24	33.3%
e	12	16.7%
k	12	16.7%
o	12	16.7%
s	12	16.7%

Other Letter

Value	Count	Frequency (%)
종	12	25.0%
수	12	25.0%
자	12	25.0%
사	12	25.0%

Other Punctuation

Value	Count	Frequency (%)
,	16	100.0%

Uppercase Letter

Value	Count	Frequency (%)
W	12	100.0%

Control

Value	Count	Frequency (%)
	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	627	82.6%
Latin	84	11.1%
Hangul	48	6.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	122	19.5%
1	101	16.1%
2	81	12.9%
3	57	9.1%
9	48	7.7%
4	46	7.3%
6	43	6.9%
5	42	6.7%
8	32	5.1%
7	27	4.3%
Other values (2)	28	4.5%

Latin

Value	Count	Frequency (%)
r	24	28.6%
e	12	14.3%
k	12	14.3%
o	12	14.3%
W	12	14.3%
s	12	14.3%

Hangul

Value	Count	Frequency (%)
종	12	25.0%
수	12	25.0%
자	12	25.0%
사	12	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	711	93.7%
Hangul	48	6.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	122	17.2%
1	101	14.2%
2	81	11.4%
3	57	8.0%
9	48	6.8%
4	46	6.5%
6	43	6.0%
5	42	5.9%
8	32	4.5%
7	27	3.8%
Other values (8)	112	15.8%

Hangul

Value	Count	Frequency (%)
종	12	25.0%
수	12	25.0%
자	12	25.0%
사	12	25.0%

Unnamed: 8
Text

MISSING

Distinct	65
Distinct (%)	18.8%
Missing	81
Missing (%)	19.0%
Memory size	3.5 KiB

Length

Max length	11
Median length	1
Mean length	1.7138728
Min length	1

Characters and Unicode

Total characters	593
Distinct characters	24
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	34 ?
Unique (%)	9.8%

Sample

1st row	양양읍
2nd row	사업체수 Estab.
3rd row	2,044
4th row	12
5th row	8

Value	Count	Frequency (%)
0	123	34.4%
1	31	8.7%
4	20	5.6%
3	13	3.6%
2	13	3.6%
사업체수	12	3.4%
estab	12	3.4%
양양읍	12	3.4%
5	10	2.8%
9	8	2.2%
Other values (56)	104	29.1%

Most occurring characters

Value	Count	Frequency (%)
0	136	22.9%
1	78	13.2%
4	44	7.4%
3	36	6.1%
2	33	5.6%
5	32	5.4%
양	24	4.0%
8	20	3.4%
9	18	3.0%
6	15	2.5%
Other values (14)	157	26.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	424	71.5%
Other Letter	84	14.2%
Lowercase Letter	48	8.1%
Other Punctuation	13	2.2%
Uppercase Letter	12	2.0%
Control	12	2.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	136	32.1%
1	78	18.4%
4	44	10.4%
3	36	8.5%
2	33	7.8%
5	32	7.5%
8	20	4.7%
9	18	4.2%
6	15	3.5%
7	12	2.8%

Other Letter

Value	Count	Frequency (%)
양	24	28.6%
읍	12	14.3%
수	12	14.3%
체	12	14.3%
업	12	14.3%
사	12	14.3%

Lowercase Letter

Value	Count	Frequency (%)
b	12	25.0%
t	12	25.0%
a	12	25.0%
s	12	25.0%

Other Punctuation

Value	Count	Frequency (%)
.	12	92.3%
,	1	7.7%

Uppercase Letter

Value	Count	Frequency (%)
E	12	100.0%

Control

Value	Count	Frequency (%)
	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	449	75.7%
Hangul	84	14.2%
Latin	60	10.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	136	30.3%
1	78	17.4%
4	44	9.8%
3	36	8.0%
2	33	7.3%
5	32	7.1%
8	20	4.5%
9	18	4.0%
6	15	3.3%
7	12	2.7%
Other values (3)	25	5.6%

Hangul

Value	Count	Frequency (%)
양	24	28.6%
읍	12	14.3%
수	12	14.3%
체	12	14.3%
업	12	14.3%
사	12	14.3%

Latin

Value	Count	Frequency (%)
b	12	20.0%
t	12	20.0%
a	12	20.0%
s	12	20.0%
E	12	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	509	85.8%
Hangul	84	14.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	136	26.7%
1	78	15.3%
4	44	8.6%
3	36	7.1%
2	33	6.5%
5	32	6.3%
8	20	3.9%
9	18	3.5%
6	15	2.9%
b	12	2.4%
Other values (8)	85	16.7%

Hangul

Value	Count	Frequency (%)
양	24	28.6%
읍	12	14.3%
수	12	14.3%
체	12	14.3%
업	12	14.3%
사	12	14.3%

Unnamed: 9
Text

MISSING

Distinct	103
Distinct (%)	30.8%
Missing	93
Missing (%)	21.8%
Memory size	3.5 KiB

Length

Max length	12
Median length	1
Mean length	2.011976
Min length	1

Characters and Unicode

Total characters	672
Distinct characters	22
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	59 ?
Unique (%)	17.7%

Sample

1st row	종사자수 Workers
2nd row	7,836
3rd row	38
4th row	27
5th row	21

Value	Count	Frequency (%)
0	123	35.5%
workers	12	3.5%
종사자수	12	3.5%
2	10	2.9%
1	8	2.3%
9	7	2.0%
6	7	2.0%
3	6	1.7%
47	6	1.7%
4	5	1.4%
Other values (94)	150	43.4%

Most occurring characters

Value	Count	Frequency (%)
0	141	21.0%
1	76	11.3%
2	54	8.0%
3	49	7.3%
7	39	5.8%
4	38	5.7%
6	36	5.4%
8	35	5.2%
5	28	4.2%
9	27	4.0%
Other values (12)	149	22.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	523	77.8%
Lowercase Letter	72	10.7%
Other Letter	48	7.1%
Uppercase Letter	12	1.8%
Control	12	1.8%
Other Punctuation	5	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	141	27.0%
1	76	14.5%
2	54	10.3%
3	49	9.4%
7	39	7.5%
4	38	7.3%
6	36	6.9%
8	35	6.7%
5	28	5.4%
9	27	5.2%

Lowercase Letter

Value	Count	Frequency (%)
r	24	33.3%
s	12	16.7%
e	12	16.7%
k	12	16.7%
o	12	16.7%

Other Letter

Value	Count	Frequency (%)
종	12	25.0%
수	12	25.0%
자	12	25.0%
사	12	25.0%

Uppercase Letter

Value	Count	Frequency (%)
W	12	100.0%

Control

Value	Count	Frequency (%)
	12	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	540	80.4%
Latin	84	12.5%
Hangul	48	7.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	141	26.1%
1	76	14.1%
2	54	10.0%
3	49	9.1%
7	39	7.2%
4	38	7.0%
6	36	6.7%
8	35	6.5%
5	28	5.2%
9	27	5.0%
Other values (2)	17	3.1%

Latin

Value	Count	Frequency (%)
r	24	28.6%
s	12	14.3%
e	12	14.3%
k	12	14.3%
o	12	14.3%
W	12	14.3%

Hangul

Value	Count	Frequency (%)
종	12	25.0%
수	12	25.0%
자	12	25.0%
사	12	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	624	92.9%
Hangul	48	7.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	141	22.6%
1	76	12.2%
2	54	8.7%
3	49	7.9%
7	39	6.2%
4	38	6.1%
6	36	5.8%
8	35	5.6%
5	28	4.5%
9	27	4.3%
Other values (8)	101	16.2%

Hangul

Value	Count	Frequency (%)
종	12	25.0%
수	12	25.0%
자	12	25.0%
사	12	25.0%

Unnamed: 10
Categorical

Distinct	31
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

0	200
<NA>	81
1	36
2	18
사업체수 Estab.	12
Other values (26)	80

Length

Max length	11
Median length	1
Mean length	1.941452
Min length	1

Unique

Unique	16 ?
Unique (%)	3.7%

Sample

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

Common Values

Value	Count	Frequency (%)
0	200	46.8%
<NA>	81	19.0%
1	36	8.4%
2	18	4.2%
사업체수 Estab.	12	2.8%
서면	12	2.8%
3	12	2.8%
5	11	2.6%
4	9	2.1%
7	5	1.2%
Other values (21)	31	7.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	200	45.6%
na	81	18.5%
1	36	8.2%
2	18	4.1%
사업체수	12	2.7%
estab	12	2.7%
서면	12	2.7%
3	12	2.7%
5	11	2.5%
4	9	2.1%
Other values (22)	36	8.2%

Unnamed: 11
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	427
Missing (%)	100.0%
Memory size	3.9 KiB

2. Number of Establishments and Workers by Industrial Groups & Provinces
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	416
2. Number of Establishments and Workers by Industrial Groups & Provinces	11

Length

Max length	72
Median length	4
Mean length	5.7517564
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	416	97.4%
2. Number of Establishments and Workers by Industrial Groups & Provinces	11	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	416	77.5%
2	11	2.0%
number	11	2.0%
of	11	2.0%
establishments	11	2.0%
and	11	2.0%
workers	11	2.0%
by	11	2.0%
industrial	11	2.0%
groups	11	2.0%
Other values (2)	22	4.1%

Unnamed: 13
Text

MISSING

Distinct	58
Distinct (%)	17.4%
Missing	93
Missing (%)	21.8%
Memory size	3.5 KiB

Length

Max length	12
Median length	1
Mean length	1.6437126
Min length	1

Characters and Unicode

Total characters	549
Distinct characters	22
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	32 ?
Unique (%)	9.6%

Sample

1st row	종사자수 Workers
2nd row	1,736
3rd row	6
4th row	6
5th row	6

Value	Count	Frequency (%)
0	200	57.8%
2	14	4.0%
종사자수	12	3.5%
workers	12	3.5%
3	10	2.9%
1	10	2.9%
4	7	2.0%
6	6	1.7%
5	4	1.2%
89	3	0.9%
Other values (49)	68	19.7%

Most occurring characters

Value	Count	Frequency (%)
0	208	37.9%
1	43	7.8%
2	35	6.4%
3	26	4.7%
r	24	4.4%
6	20	3.6%
4	19	3.5%
5	18	3.3%
7	14	2.6%
8	12	2.2%
Other values (12)	130	23.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	404	73.6%
Lowercase Letter	72	13.1%
Other Letter	48	8.7%
Uppercase Letter	12	2.2%
Control	12	2.2%
Other Punctuation	1	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	208	51.5%
1	43	10.6%
2	35	8.7%
3	26	6.4%
6	20	5.0%
4	19	4.7%
5	18	4.5%
7	14	3.5%
8	12	3.0%
9	9	2.2%

Lowercase Letter

Value	Count	Frequency (%)
r	24	33.3%
s	12	16.7%
e	12	16.7%
k	12	16.7%
o	12	16.7%

Other Letter

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Uppercase Letter

Value	Count	Frequency (%)
W	12	100.0%

Control

Value	Count	Frequency (%)
	12	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	417	76.0%
Latin	84	15.3%
Hangul	48	8.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	208	49.9%
1	43	10.3%
2	35	8.4%
3	26	6.2%
6	20	4.8%
4	19	4.6%
5	18	4.3%
7	14	3.4%
8	12	2.9%
	12	2.9%
Other values (2)	10	2.4%

Latin

Value	Count	Frequency (%)
r	24	28.6%
s	12	14.3%
e	12	14.3%
k	12	14.3%
o	12	14.3%
W	12	14.3%

Hangul

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	501	91.3%
Hangul	48	8.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	208	41.5%
1	43	8.6%
2	35	7.0%
3	26	5.2%
r	24	4.8%
6	20	4.0%
4	19	3.8%
5	18	3.6%
7	14	2.8%
8	12	2.4%
Other values (8)	82	16.4%

Hangul

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Unnamed: 14
Categorical

Distinct	32
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

0	185
<NA>	81
1	38
2	18
3	16
Other values (27)	89

Length

Max length	11
Median length	1
Mean length	1.9789227
Min length	1

Unique

Unique	14 ?
Unique (%)	3.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	185	43.3%
<NA>	81	19.0%
1	38	8.9%
2	18	4.2%
3	16	3.7%
4	13	3.0%
사업체수 Estab.	12	2.8%
손양면	12	2.8%
7	10	2.3%
10	5	1.2%
Other values (22)	37	8.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	185	42.1%
na	81	18.5%
1	38	8.7%
2	18	4.1%
3	16	3.6%
4	13	3.0%
사업체수	12	2.7%
estab	12	2.7%
손양면	12	2.7%
7	10	2.3%
Other values (23)	42	9.6%

Unnamed: 15
Text

MISSING

Distinct	54
Distinct (%)	16.2%
Missing	93
Missing (%)	21.8%
Memory size	3.5 KiB

Length

Max length	12
Median length	1
Mean length	1.6646707
Min length	1

Characters and Unicode

Total characters	556
Distinct characters	22
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	31 ?
Unique (%)	9.3%

Sample

1st row	종사자수 Workers
2nd row	1,607
3rd row	17
4th row	17
5th row	10

Value	Count	Frequency (%)
0	185	53.5%
1	15	4.3%
종사자수	12	3.5%
workers	12	3.5%
3	12	3.5%
4	10	2.9%
5	9	2.6%
2	9	2.6%
23	6	1.7%
8	5	1.4%
Other values (45)	71	20.5%

Most occurring characters

Value	Count	Frequency (%)
0	197	35.4%
1	53	9.5%
2	33	5.9%
3	32	5.8%
4	26	4.7%
r	24	4.3%
5	23	4.1%
8	16	2.9%
6	13	2.3%
7	13	2.3%
Other values (12)	126	22.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	411	73.9%
Lowercase Letter	72	12.9%
Other Letter	48	8.6%
Uppercase Letter	12	2.2%
Control	12	2.2%
Other Punctuation	1	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	197	47.9%
1	53	12.9%
2	33	8.0%
3	32	7.8%
4	26	6.3%
5	23	5.6%
8	16	3.9%
6	13	3.2%
7	13	3.2%
9	5	1.2%

Lowercase Letter

Value	Count	Frequency (%)
r	24	33.3%
s	12	16.7%
e	12	16.7%
k	12	16.7%
o	12	16.7%

Other Letter

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Uppercase Letter

Value	Count	Frequency (%)
W	12	100.0%

Control

Value	Count	Frequency (%)
	12	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	424	76.3%
Latin	84	15.1%
Hangul	48	8.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	197	46.5%
1	53	12.5%
2	33	7.8%
3	32	7.5%
4	26	6.1%
5	23	5.4%
8	16	3.8%
6	13	3.1%
7	13	3.1%
	12	2.8%
Other values (2)	6	1.4%

Latin

Value	Count	Frequency (%)
r	24	28.6%
s	12	14.3%
e	12	14.3%
k	12	14.3%
o	12	14.3%
W	12	14.3%

Hangul

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	508	91.4%
Hangul	48	8.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	197	38.8%
1	53	10.4%
2	33	6.5%
3	32	6.3%
4	26	5.1%
r	24	4.7%
5	23	4.5%
8	16	3.1%
6	13	2.6%
7	13	2.6%
Other values (8)	78	15.4%

Hangul

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Unnamed: 16
Categorical

Distinct	33
Distinct (%)	7.7%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

0	197
<NA>	81
1	47
2	16
3	14
Other values (28)	72

Length

Max length	11
Median length	1
Mean length	1.971897
Min length	1

Unique

Unique	17 ?
Unique (%)	4.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	197	46.1%
<NA>	81	19.0%
1	47	11.0%
2	16	3.7%
3	14	3.3%
사업체수 Estab.	12	2.8%
현북면	12	2.8%
7	8	1.9%
4	7	1.6%
9	3	0.7%
Other values (23)	30	7.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	197	44.9%
na	81	18.5%
1	47	10.7%
2	16	3.6%
3	14	3.2%
사업체수	12	2.7%
estab	12	2.7%
현북면	12	2.7%
7	8	1.8%
4	7	1.6%
Other values (24)	33	7.5%

Unnamed: 17
Categorical

Distinct	41
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

0	197
<NA>	93
1	21
2	18
5	15
Other values (36)	83

Length

Max length	12
Median length	1
Mean length	2.0936768
Min length	1

Unique

Unique	22 ?
Unique (%)	5.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	197	46.1%
<NA>	93	21.8%
1	21	4.9%
2	18	4.2%
5	15	3.5%
3	12	2.8%
종사자수 Workers	12	2.8%
4	5	1.2%
8	5	1.2%
15	4	0.9%
Other values (31)	45	10.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	197	44.9%
na	93	21.2%
1	21	4.8%
2	18	4.1%
5	15	3.4%
3	12	2.7%
종사자수	12	2.7%
workers	12	2.7%
8	5	1.1%
4	5	1.1%
Other values (32)	49	11.2%

Unnamed: 18
Categorical

Distinct	35
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

0	172
<NA>	81
1	47
3	20
2	15
Other values (30)	92

Length

Max length	11
Median length	1
Mean length	2.0140515
Min length	1

Unique

Unique	14 ?
Unique (%)	3.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	172	40.3%
<NA>	81	19.0%
1	47	11.0%
3	20	4.7%
2	15	3.5%
사업체수 Estab.	12	2.8%
현남면	12	2.8%
4	12	2.8%
5	7	1.6%
6	5	1.2%
Other values (25)	44	10.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	172	39.2%
na	81	18.5%
1	47	10.7%
3	20	4.6%
2	15	3.4%
사업체수	12	2.7%
estab	12	2.7%
현남면	12	2.7%
4	12	2.7%
5	7	1.6%
Other values (26)	49	11.2%

Unnamed: 19
Text

MISSING

Distinct	55
Distinct (%)	16.5%
Missing	93
Missing (%)	21.8%
Memory size	3.5 KiB

Length

Max length	12
Median length	1
Mean length	1.6796407
Min length	1

Characters and Unicode

Total characters	561
Distinct characters	22
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	26 ?
Unique (%)	7.8%

Sample

1st row	종사자수 Workers
2nd row	1,698
3rd row	33
4th row	19
5th row	14

Value	Count	Frequency (%)
0	172	49.7%
1	25	7.2%
종사자수	12	3.5%
workers	12	3.5%
3	9	2.6%
2	9	2.6%
5	7	2.0%
35	6	1.7%
6	6	1.7%
21	5	1.4%
Other values (46)	83	24.0%

Most occurring characters

Value	Count	Frequency (%)
0	175	31.2%
1	70	12.5%
2	40	7.1%
3	36	6.4%
r	24	4.3%
4	20	3.6%
5	19	3.4%
9	17	3.0%
6	16	2.9%
7	14	2.5%
Other values (12)	130	23.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	416	74.2%
Lowercase Letter	72	12.8%
Other Letter	48	8.6%
Uppercase Letter	12	2.1%
Control	12	2.1%
Other Punctuation	1	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	175	42.1%
1	70	16.8%
2	40	9.6%
3	36	8.7%
4	20	4.8%
5	19	4.6%
9	17	4.1%
6	16	3.8%
7	14	3.4%
8	9	2.2%

Lowercase Letter

Value	Count	Frequency (%)
r	24	33.3%
s	12	16.7%
e	12	16.7%
k	12	16.7%
o	12	16.7%

Other Letter

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Uppercase Letter

Value	Count	Frequency (%)
W	12	100.0%

Control

Value	Count	Frequency (%)
	12	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	429	76.5%
Latin	84	15.0%
Hangul	48	8.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	175	40.8%
1	70	16.3%
2	40	9.3%
3	36	8.4%
4	20	4.7%
5	19	4.4%
9	17	4.0%
6	16	3.7%
7	14	3.3%
	12	2.8%
Other values (2)	10	2.3%

Latin

Value	Count	Frequency (%)
r	24	28.6%
s	12	14.3%
e	12	14.3%
k	12	14.3%
o	12	14.3%
W	12	14.3%

Hangul

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	513	91.4%
Hangul	48	8.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	175	34.1%
1	70	13.6%
2	40	7.8%
3	36	7.0%
r	24	4.7%
4	20	3.9%
5	19	3.7%
9	17	3.3%
6	16	3.1%
7	14	2.7%
Other values (8)	82	16.0%

Hangul

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Unnamed: 20
Categorical

Distinct	44
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

0	146
<NA>	81
1	47
2	32
4	13
Other values (39)	108

Length

Max length	11
Median length	1
Mean length	2.0257611
Min length	1

Unique

Unique	22 ?
Unique (%)	5.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	146	34.2%
<NA>	81	19.0%
1	47	11.0%
2	32	7.5%
4	13	3.0%
사업체수 Estab.	12	2.8%
강현면	12	2.8%
3	11	2.6%
5	10	2.3%
7	8	1.9%
Other values (34)	55	12.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	146	33.3%
na	81	18.5%
1	47	10.7%
2	32	7.3%
4	13	3.0%
사업체수	12	2.7%
estab	12	2.7%
강현면	12	2.7%
3	11	2.5%
5	10	2.3%
Other values (35)	63	14.4%

Unnamed: 21
Text

MISSING

Distinct	68
Distinct (%)	20.4%
Missing	93
Missing (%)	21.8%
Memory size	3.5 KiB

Length

Max length	12
Median length	1
Mean length	1.7185629
Min length	1

Characters and Unicode

Total characters	574
Distinct characters	22
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	40 ?
Unique (%)	12.0%

Sample

1st row	종사자수 Workers
2nd row	2,559
3rd row	41
4th row	12
5th row	7

Value	Count	Frequency (%)
0	146	42.2%
1	28	8.1%
2	15	4.3%
종사자수	12	3.5%
workers	12	3.5%
3	10	2.9%
4	9	2.6%
5	9	2.6%
10	8	2.3%
6	6	1.7%
Other values (59)	91	26.3%

Most occurring characters

Value	Count	Frequency (%)
0	156	27.2%
1	71	12.4%
2	45	7.8%
3	39	6.8%
5	26	4.5%
4	25	4.4%
r	24	4.2%
6	20	3.5%
7	19	3.3%
9	17	3.0%
Other values (12)	132	23.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	429	74.7%
Lowercase Letter	72	12.5%
Other Letter	48	8.4%
Uppercase Letter	12	2.1%
Control	12	2.1%
Other Punctuation	1	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	156	36.4%
1	71	16.6%
2	45	10.5%
3	39	9.1%
5	26	6.1%
4	25	5.8%
6	20	4.7%
7	19	4.4%
9	17	4.0%
8	11	2.6%

Lowercase Letter

Value	Count	Frequency (%)
r	24	33.3%
e	12	16.7%
s	12	16.7%
k	12	16.7%
o	12	16.7%

Other Letter

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Uppercase Letter

Value	Count	Frequency (%)
W	12	100.0%

Control

Value	Count	Frequency (%)
	12	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	442	77.0%
Latin	84	14.6%
Hangul	48	8.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	156	35.3%
1	71	16.1%
2	45	10.2%
3	39	8.8%
5	26	5.9%
4	25	5.7%
6	20	4.5%
7	19	4.3%
9	17	3.8%
	12	2.7%
Other values (2)	12	2.7%

Latin

Value	Count	Frequency (%)
r	24	28.6%
e	12	14.3%
s	12	14.3%
k	12	14.3%
o	12	14.3%
W	12	14.3%

Hangul

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	526	91.6%
Hangul	48	8.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	156	29.7%
1	71	13.5%
2	45	8.6%
3	39	7.4%
5	26	4.9%
4	25	4.8%
r	24	4.6%
6	20	3.8%
7	19	3.6%
9	17	3.2%
Other values (8)	84	16.0%

Hangul

Value	Count	Frequency (%)
수	12	25.0%
자	12	25.0%
사	12	25.0%
종	12	25.0%

Unnamed: 22
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	427
Missing (%)	100.0%
Memory size	3.9 KiB

Unnamed: 23
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.5 KiB

<NA>	415
(단위 : 개, 명)	12

Length

Max length	11
Median length	4
Mean length	4.1967213
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	(단위 : 개, 명)
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	415	97.2%
(단위 : 개, 명)	12	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	415	89.6%
단위	12	2.6%
	12	2.6%
개	12	2.6%
명	12	2.6%

First rows
Last rows

	2. 산업소분류 및 읍면동별 사업체수, 종사자수	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 5	Unnamed: 6	Unnamed: 7	Unnamed: 8	Unnamed: 9	Unnamed: 10	Unnamed: 11	2. Number of Establishments and Workers by Industrial Groups & Provinces	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23
0	<NA>	(2021 기준년도, 강원도 양양군)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	(단위 : 개, 명)
2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	산업분류 Industrial Classification	<NA>	<NA>	<NA>	<NA>	<NA>	양양군	<NA>	양양읍	<NA>	서면	<NA>	<NA>	<NA>	손양면	<NA>	현북면	<NA>	현남면	<NA>	강현면	<NA>	<NA>	<NA>
5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	<NA>	<NA>	종사자수 Workers	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	종사자수 Workers	<NA>	<NA>
6	**	<NA>	**	**	TT 전체산업	<NA>	4,989	16,351	2,044	7,836	431	<NA>	<NA>	1,736	409	1,607	428	915	704	1,698	973	2,559	<NA>	<NA>
7	A	<NA>	**	**	A.농업, 임업 및 어업(01~03)	<NA>	46	142	12	38	3	<NA>	<NA>	6	7	17	5	7	9	33	10	41	<NA>	<NA>
8	<NA>	<NA>	01	**	01.농업	<NA>	34	86	8	27	3	<NA>	<NA>	6	7	17	4	5	5	19	7	12	<NA>	<NA>
9	<NA>	<NA>	<NA>	011	011.작물 재배업	<NA>	26	62	6	21	3	<NA>	<NA>	6	5	10	3	4	4	14	5	7	<NA>	<NA>

	2. 산업소분류 및 읍면동별 사업체수, 종사자수	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 5	Unnamed: 6	Unnamed: 7	Unnamed: 8	Unnamed: 9	Unnamed: 10	Unnamed: 11	2. Number of Establishments and Workers by Industrial Groups & Provinces	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23
417	<NA>	<NA>	<NA>	941	941.산업 및 전문가 단체	<NA>	12	14	7	9	0	<NA>	<NA>	0	2	2	1	1	0	0	2	2	<NA>	<NA>
418	<NA>	<NA>	<NA>	942	942.노동조합	<NA>	2	2	1	1	0	<NA>	<NA>	0	0	0	0	0	0	0	1	1	<NA>	<NA>
419	<NA>	<NA>	<NA>	949	949.기타 협회 및 단체	<NA>	158	298	69	113	19	<NA>	<NA>	30	16	36	18	21	18	29	18	69	<NA>	<NA>
420	<NA>	<NA>	95	**	95.개인 및 소비용품 수리업	<NA>	63	110	45	85	2	<NA>	<NA>	3	3	3	2	3	2	2	9	14	<NA>	<NA>
421	<NA>	<NA>	<NA>	951	951.컴퓨터 및 통신장비 수리업	<NA>	3	3	1	1	0	<NA>	<NA>	0	1	1	0	0	1	1	0	0	<NA>	<NA>
422	<NA>	<NA>	<NA>	952	952.자동차 및 모터사이클 수리업	<NA>	39	78	29	66	1	<NA>	<NA>	2	1	1	1	1	0	0	7	8	<NA>	<NA>
423	<NA>	<NA>	<NA>	953	953.개인 및 가정용품 수리업	<NA>	21	29	15	18	1	<NA>	<NA>	1	1	1	1	2	1	1	2	6	<NA>	<NA>
424	<NA>	<NA>	96	**	96.기타 개인 서비스업	<NA>	126	237	86	153	2	<NA>	<NA>	2	10	36	3	3	11	17	14	26	<NA>	<NA>
425	<NA>	<NA>	<NA>	961	961.미용, 욕탕 및 유사 서비스업	<NA>	77	93	56	63	1	<NA>	<NA>	1	3	5	3	3	5	8	9	13	<NA>	<NA>
426	<NA>	<NA>	<NA>	969	969.그 외 기타 개인 서비스업	<NA>	49	144	30	90	1	<NA>	<NA>	1	7	31	0	0	6	9	5	13	<NA>	<NA>

Most frequently occurring

	2. 산업소분류 및 읍면동별 사업체수, 종사자수	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 6	Unnamed: 7	Unnamed: 8	Unnamed: 9	Unnamed: 10	2. Number of Establishments and Workers by Industrial Groups & Provinces	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19	Unnamed: 20	Unnamed: 21	Unnamed: 23	# duplicates
5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	46
1	산업분류 Industrial Classification	<NA>	<NA>	<NA>	<NA>	양양군	<NA>	양양읍	<NA>	서면	<NA>	<NA>	손양면	<NA>	현북면	<NA>	현남면	<NA>	강현면	<NA>	<NA>	12
2	<NA>	(2021 기준년도, 강원도 양양군)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	12
3	<NA>	<NA>	<NA>	<NA>	<NA>	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	<NA>	종사자수 Workers	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	종사자수 Workers	사업체수 Estab.	종사자수 Workers	<NA>	12
4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	(단위 : 개, 명)	12
0	2. 산업소분류 및 읍면동별 사업체수, 종사자수	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2. Number of Establishments and Workers by Industrial Groups & Provinces	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	11

Overview

Variables

Common Values

Length

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

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

Decimal Number

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Compat Jamo

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Lowercase Letter

Other Punctuation

Control

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Letter

Other Punctuation

Uppercase Letter

Control

Most occurring scripts

Most frequent character per script

Common