gimi9 Pandas Profiling

Dataset statistics

Number of variables	76
Number of observations	356
Missing cells	48
Missing cells (%)	0.2%
Duplicate rows	1
Duplicate rows (%)	0.3%
Total size in memory	211.5 KiB
Average record size in memory	608.4 B

Variable types

Categorical	72
Text	4

Dataset

Description	파일 다운로드
Author	서울교통공사
URL	https://data.seoul.go.kr/dataList/OA-13208/F/1/datasetView.do

Alerts

Dataset has 1 (0.3%) duplicate rows	Duplicates
`Unnamed: 16` is highly imbalanced (54.5%)	Imbalance
`Unnamed: 18` is highly imbalanced (53.4%)	Imbalance
`Unnamed: 19` is highly imbalanced (51.6%)	Imbalance
`Unnamed: 26` is highly imbalanced (50.2%)	Imbalance
`Unnamed: 29` is highly imbalanced (50.2%)	Imbalance
`Unnamed: 32` is highly imbalanced (51.5%)	Imbalance
`Unnamed: 33` is highly imbalanced (54.2%)	Imbalance
`Unnamed: 35` is highly imbalanced (54.0%)	Imbalance
`Unnamed: 36` is highly imbalanced (51.7%)	Imbalance
`Unnamed: 37` is highly imbalanced (51.7%)	Imbalance
`Unnamed: 39` is highly imbalanced (54.3%)	Imbalance
`Unnamed: 42` is highly imbalanced (50.2%)	Imbalance
`Unnamed: 47` is highly imbalanced (53.6%)	Imbalance
`Unnamed: 48` is highly imbalanced (51.3%)	Imbalance
`Unnamed: 51` is highly imbalanced (52.2%)	Imbalance
`Unnamed: 54` is highly imbalanced (76.7%)	Imbalance
`Unnamed: 55` is highly imbalanced (51.7%)	Imbalance
`Unnamed: 56` is highly imbalanced (54.5%)	Imbalance
`Unnamed: 58` is highly imbalanced (51.0%)	Imbalance
`Unnamed: 59` is highly imbalanced (58.5%)	Imbalance
`Unnamed: 61` is highly imbalanced (61.1%)	Imbalance
`Unnamed: 62` is highly imbalanced (77.0%)	Imbalance
`Unnamed: 65` is highly imbalanced (53.4%)	Imbalance
`Unnamed: 66` is highly imbalanced (75.5%)	Imbalance
`Unnamed: 67` is highly imbalanced (66.7%)	Imbalance
`Unnamed: 70` is highly imbalanced (57.2%)	Imbalance
`참고사항` is highly imbalanced (56.9%)	Imbalance
`Unnamed: 73` is highly imbalanced (56.2%)	Imbalance
`Unnamed: 74` is highly imbalanced (83.1%)	Imbalance
`Unnamed: 75` is highly imbalanced (50.2%)	Imbalance
`Unnamed: 1` has 21 (5.9%) missing values	Missing
`Unnamed: 2` has 8 (2.2%) missing values	Missing
`Unnamed: 3` has 9 (2.5%) missing values	Missing
`Unnamed: 5` has 10 (2.8%) missing values	Missing

Reproduction

Analysis started	2024-04-29 16:42:43.551986
Analysis finished	2024-04-29 16:42:44.571805
Duration	1.02 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Unnamed: 0
Categorical

Distinct	8
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

7호선	112
5호선	111
6호선	82
8호선	39
<NA>	9
Other values (3)	3

Length

Max length	5
Median length	3
Mean length	3.0308989
Min length	2

Unique

Unique	3 ?
Unique (%)	0.8%

Sample

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

Common Values

Value	Count	Frequency (%)
7호선	112	31.5%
5호선	111	31.2%
6호선	82	23.0%
8호선	39	11.0%
<NA>	9	2.5%
호선	1	0.3%
장비수량	1	0.3%
연신내제외	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
7호선	112	31.5%
5호선	111	31.2%
6호선	82	23.0%
8호선	39	11.0%
na	9	2.5%
호선	1	0.3%
장비수량	1	0.3%
연신내제외	1	0.3%

Unnamed: 1
Text

MISSING

Distinct	171
Distinct (%)	51.0%
Missing	21
Missing (%)	5.9%
Memory size	2.9 KiB

Length

Max length	14
Median length	4
Mean length	3.9164179
Min length	1

Characters and Unicode

Total characters	1312
Distinct characters	25
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	9 ?
Unique (%)	2.7%

Sample

1st row	외부 역 번호
2nd row	2511
3rd row	2512
4th row	2513
5th row	2514

Value	Count	Frequency (%)
12	3	0.9%
8	3	0.9%
2638	2	0.6%
2729	2	0.6%
2723	2	0.6%
2724	2	0.6%
2725	2	0.6%
2726	2	0.6%
2545	2	0.6%
2727	2	0.6%
Other values (163)	315	93.5%

Most occurring characters

Value	Count	Frequency (%)
2	425	32.4%
5	180	13.7%
7	136	10.4%
1	123	9.4%
6	117	8.9%
3	94	7.2%
4	92	7.0%
8	67	5.1%
9	30	2.3%
0	29	2.2%
Other values (15)	19	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1293	98.6%
Other Letter	14	1.1%
Control	2	0.2%
Close Punctuation	1	0.1%
Other Punctuation	1	0.1%
Open Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
역	3	21.4%
외	2	14.3%
제	1	7.1%
번	1	7.1%
부	1	7.1%
군	1	7.1%
내	1	7.1%
신	1	7.1%
연	1	7.1%
자	1	7.1%

Decimal Number

Value	Count	Frequency (%)
2	425	32.9%
5	180	13.9%
7	136	10.5%
1	123	9.5%
6	117	9.0%
3	94	7.3%
4	92	7.1%
8	67	5.2%
9	30	2.3%
0	29	2.2%

Control

Value	Count	Frequency (%)
	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1298	98.9%
Hangul	14	1.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	425	32.7%
5	180	13.9%
7	136	10.5%
1	123	9.5%
6	117	9.0%
3	94	7.2%
4	92	7.1%
8	67	5.2%
9	30	2.3%
0	29	2.2%
Other values (4)	5	0.4%

Hangul

Value	Count	Frequency (%)
역	3	21.4%
외	2	14.3%
제	1	7.1%
번	1	7.1%
부	1	7.1%
군	1	7.1%
내	1	7.1%
신	1	7.1%
연	1	7.1%
자	1	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1298	98.9%
Hangul	14	1.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	425	32.7%
5	180	13.9%
7	136	10.5%
1	123	9.5%
6	117	9.0%
3	94	7.2%
4	92	7.1%
8	67	5.2%
9	30	2.3%
0	29	2.2%
Other values (4)	5	0.4%

Hangul

Value	Count	Frequency (%)
역	3	21.4%
외	2	14.3%
제	1	7.1%
번	1	7.1%
부	1	7.1%
군	1	7.1%
내	1	7.1%
신	1	7.1%
연	1	7.1%
자	1	7.1%

Unnamed: 2
Text

MISSING

Distinct	185
Distinct (%)	53.2%
Missing	8
Missing (%)	2.2%
Memory size	2.9 KiB

Length

Max length	17
Median length	15
Mean length	3.408046
Min length	2

Characters and Unicode

Total characters	1186
Distinct characters	199
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	22 ?
Unique (%)	6.3%

Sample

1st row	구분 역사수:156역 연신내제외
2nd row	1. 기술관리소별(14개)
3rd row	방화기지
4th row	방화
5th row	개화산

Value	Count	Frequency (%)
소계	18	4.7%
마포구청	3	0.8%
이수	3	0.8%
한강진	3	0.8%
천왕	3	0.8%
고덕	3	0.8%
모란	3	0.8%
건대입구	3	0.8%
답십리	3	0.8%
개화산	3	0.8%
Other values (176)	338	88.3%

Most occurring characters

Value	Count	Frequency (%)
산	33	2.8%
구	31	2.6%
지	26	2.2%
계	25	2.1%
신	24	2.0%
동	24	2.0%
(	23	1.9%
)	23	1.9%
대	23	1.9%
	22	1.9%
Other values (189)	932	78.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1066	89.9%
Decimal Number	35	3.0%
Open Punctuation	23	1.9%
Close Punctuation	23	1.9%
Space Separator	22	1.9%
Control	14	1.2%
Other Punctuation	3	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	33	3.1%
구	31	2.9%
지	26	2.4%
계	25	2.3%
신	24	2.3%
동	24	2.3%
대	23	2.2%
장	20	1.9%
화	19	1.8%
소	19	1.8%
Other values (175)	822	77.1%

Decimal Number

Value	Count	Frequency (%)
5	10	28.6%
6	8	22.9%
7	5	14.3%
1	3	8.6%
4	3	8.6%
8	3	8.6%
3	2	5.7%
2	1	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	2	66.7%
:	1	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	23	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Space Separator

Value	Count	Frequency (%)
	22	100.0%

Control

Value	Count	Frequency (%)
	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1066	89.9%
Common	120	10.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	33	3.1%
구	31	2.9%
지	26	2.4%
계	25	2.3%
신	24	2.3%
동	24	2.3%
대	23	2.2%
장	20	1.9%
화	19	1.8%
소	19	1.8%
Other values (175)	822	77.1%

Common

Value	Count	Frequency (%)
(	23	19.2%
)	23	19.2%
	22	18.3%
	14	11.7%
5	10	8.3%
6	8	6.7%
7	5	4.2%
1	3	2.5%
4	3	2.5%
8	3	2.5%
Other values (4)	6	5.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1066	89.9%
ASCII	120	10.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
산	33	3.1%
구	31	2.9%
지	26	2.4%
계	25	2.3%
신	24	2.3%
동	24	2.3%
대	23	2.2%
장	20	1.9%
화	19	1.8%
소	19	1.8%
Other values (175)	822	77.1%

ASCII

Value	Count	Frequency (%)
(	23	19.2%
)	23	19.2%
	22	18.3%
	14	11.7%
5	10	8.3%
6	8	6.7%
7	5	4.2%
1	3	2.5%
4	3	2.5%
8	3	2.5%
Other values (4)	6	5.0%

Unnamed: 3
Text

MISSING

Distinct	66
Distinct (%)	19.0%
Missing	9
Missing (%)	2.5%
Memory size	2.9 KiB

Length

Max length	4
Median length	2
Mean length	2.0489914
Min length	1

Characters and Unicode

Total characters	711
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	21 ?
Unique (%)	6.1%

Sample

1st row	시설물량
2nd row	4684
3rd row	5
4th row	19
5th row	22

Value	Count	Frequency (%)
23	26	7.5%
19	24	6.9%
22	22	6.3%
20	20	5.8%
24	16	4.6%
26	14	4.0%
21	14	4.0%
25	12	3.5%
37	12	3.5%
33	12	3.5%
Other values (56)	175	50.4%

Most occurring characters

Value	Count	Frequency (%)
2	188	26.4%
3	132	18.6%
1	83	11.7%
4	70	9.8%
9	50	7.0%
5	47	6.6%
6	38	5.3%
7	37	5.2%
0	36	5.1%
8	26	3.7%
Other values (4)	4	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	707	99.4%
Other Letter	4	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	188	26.6%
3	132	18.7%
1	83	11.7%
4	70	9.9%
9	50	7.1%
5	47	6.6%
6	38	5.4%
7	37	5.2%
0	36	5.1%
8	26	3.7%

Other Letter

Value	Count	Frequency (%)
시	1	25.0%
설	1	25.0%
물	1	25.0%
량	1	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	707	99.4%
Hangul	4	0.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	188	26.6%
3	132	18.7%
1	83	11.7%
4	70	9.9%
9	50	7.1%
5	47	6.6%
6	38	5.4%
7	37	5.2%
0	36	5.1%
8	26	3.7%

Hangul

Value	Count	Frequency (%)
시	1	25.0%
설	1	25.0%
물	1	25.0%
량	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	707	99.4%
Hangul	4	0.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	188	26.6%
3	132	18.7%
1	83	11.7%
4	70	9.9%
9	50	7.1%
5	47	6.6%
6	38	5.4%
7	37	5.2%
0	36	5.1%
8	26	3.7%

Hangul

Value	Count	Frequency (%)
시	1	25.0%
설	1	25.0%
물	1	25.0%
량	1	25.0%

Unnamed: 4
Categorical

Distinct	48
Distinct (%)	13.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

8	34
9	32
12	32
16	28
7	24
Other values (43)	206

Length

Max length	4
Median length	2
Mean length	1.75
Min length	1

Unique

Unique	17 ?
Unique (%)	4.8%

Sample

1st row	단말기
2nd row	<NA>
3rd row	<NA>
4th row	2059
5th row	<NA>

Common Values

Value	Count	Frequency (%)
8	34	9.6%
9	32	9.0%
12	32	9.0%
16	28	7.9%
7	24	6.7%
10	22	6.2%
6	20	5.6%
13	18	5.1%
14	16	4.5%
15	14	3.9%
Other values (38)	116	32.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
8	34	9.6%
12	32	9.0%
9	32	9.0%
16	28	7.9%
7	24	6.7%
10	22	6.2%
6	20	5.6%
13	18	5.1%
14	16	4.5%
15	14	3.9%
Other values (38)	116	32.6%

Unnamed: 5
Text

MISSING

Distinct	54
Distinct (%)	15.6%
Missing	10
Missing (%)	2.8%
Memory size	2.9 KiB

Length

Max length	4
Median length	2
Mean length	1.9913295
Min length	1

Characters and Unicode

Total characters	689
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	15 ?
Unique (%)	4.3%

Sample

1st row	레이턴트
2nd row	3146
3rd row	10
4th row	13
5th row	32

Value	Count	Frequency (%)
16	42	12.1%
14	26	7.5%
12	24	6.9%
28	20	5.8%
20	20	5.8%
18	18	5.2%
10	16	4.6%
24	16	4.6%
0	13	3.8%
8	10	2.9%
Other values (44)	141	40.8%

Most occurring characters

Value	Count	Frequency (%)
1	184	26.7%
2	148	21.5%
0	63	9.1%
6	60	8.7%
4	55	8.0%
8	55	8.0%
3	52	7.5%
9	24	3.5%
5	22	3.2%
7	22	3.2%
Other values (4)	4	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	685	99.4%
Other Letter	4	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	184	26.9%
2	148	21.6%
0	63	9.2%
6	60	8.8%
4	55	8.0%
8	55	8.0%
3	52	7.6%
9	24	3.5%
5	22	3.2%
7	22	3.2%

Other Letter

Value	Count	Frequency (%)
레	1	25.0%
이	1	25.0%
턴	1	25.0%
트	1	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	685	99.4%
Hangul	4	0.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	184	26.9%
2	148	21.6%
0	63	9.2%
6	60	8.8%
4	55	8.0%
8	55	8.0%
3	52	7.6%
9	24	3.5%
5	22	3.2%
7	22	3.2%

Hangul

Value	Count	Frequency (%)
레	1	25.0%
이	1	25.0%
턴	1	25.0%
트	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	685	99.4%
Hangul	4	0.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	184	26.9%
2	148	21.6%
0	63	9.2%
6	60	8.8%
4	55	8.0%
8	55	8.0%
3	52	7.6%
9	24	3.5%
5	22	3.2%
7	22	3.2%

Hangul

Value	Count	Frequency (%)
레	1	25.0%
이	1	25.0%
턴	1	25.0%
트	1	25.0%

Unnamed: 6
Categorical

Distinct	50
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

16	32
8	32
15	22
12	22
11	22
Other values (45)	226

Length

Max length	9
Median length	2
Mean length	1.9466292
Min length	1

Unique

Unique	16 ?
Unique (%)	4.5%

Sample

1st row	Agm 장비 수량
2nd row	<NA>
3rd row	<NA>
4th row	2486
5th row	<NA>

Common Values

Value	Count	Frequency (%)
16	32	9.0%
8	32	9.0%
15	22	6.2%
12	22	6.2%
11	22	6.2%
10	22	6.2%
18	20	5.6%
13	20	5.6%
14	16	4.5%
19	14	3.9%
Other values (40)	134	37.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
16	32	8.9%
8	32	8.9%
15	22	6.1%
12	22	6.1%
11	22	6.1%
10	22	6.1%
18	20	5.6%
13	20	5.6%
14	16	4.5%
19	14	3.9%
Other values (42)	136	38.0%

Unnamed: 7
Categorical

Distinct	21
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

2	110
0	83
<NA>	82
1	44
4	14
Other values (16)	23

Length

Max length	49
Median length	1
Mean length	1.9101124
Min length	1

Unique

Unique	12 ?
Unique (%)	3.4%

Sample

1st row	개집표기
2nd row	EMI(영국TTSI)
3rd row	1형
4th row	173
5th row	<NA>

Common Values

Value	Count	Frequency (%)
2	110	30.9%
0	83	23.3%
<NA>	82	23.0%
1	44	12.4%
4	14	3.9%
3	4	1.1%
26	3	0.8%
173	2	0.6%
7	2	0.6%
32	1	0.3%
Other values (11)	11	3.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2	110	30.3%
0	83	22.9%
na	82	22.6%
1	44	12.1%
4	14	3.9%
3	4	1.1%
26	3	0.8%
7	2	0.6%
	2	0.6%
173	2	0.6%
Other values (17)	17	4.7%

Unnamed: 8
Categorical

Distinct	13
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	136
0	134
1	58
2	15
6	3
Other values (8)	10

Length

Max length	4
Median length	1
Mean length	2.1629213
Min length	1

Unique

Unique	6 ?
Unique (%)	1.7%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	2형
4th row	43
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	136	38.2%
0	134	37.6%
1	58	16.3%
2	15	4.2%
6	3	0.8%
43	2	0.6%
7	2	0.6%
2형	1	0.3%
5	1	0.3%
4	1	0.3%
Other values (3)	3	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	136	38.2%
0	134	37.6%
1	58	16.3%
2	15	4.2%
6	3	0.8%
43	2	0.6%
7	2	0.6%
2형	1	0.3%
5	1	0.3%
4	1	0.3%
Other values (3)	3	0.8%

Unnamed: 9
Categorical

Distinct	27
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	85
0	83
3	64
4	24
6	20
Other values (22)	80

Length

Max length	4
Median length	1
Mean length	1.7808989
Min length	1

Unique

Unique	12 ?
Unique (%)	3.4%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	3형
4th row	385
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	85	23.9%
0	83	23.3%
3	64	18.0%
4	24	6.7%
6	20	5.6%
2	18	5.1%
5	12	3.4%
8	10	2.8%
9	8	2.2%
1	6	1.7%
Other values (17)	26	7.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	85	23.9%
0	83	23.3%
3	64	18.0%
4	24	6.7%
6	20	5.6%
2	18	5.1%
5	12	3.4%
8	10	2.8%
9	8	2.2%
1	6	1.7%
Other values (17)	26	7.3%

Unnamed: 10
Categorical

Distinct	14
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	137
0	135
1	56
2	14
6	3
Other values (9)	11

Length

Max length	4
Median length	1
Mean length	2.1713483
Min length	1

Unique

Unique	7 ?
Unique (%)	2.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	4형
4th row	42
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	137	38.5%
0	135	37.9%
1	56	15.7%
2	14	3.9%
6	3	0.8%
42	2	0.6%
4	2	0.6%
4형	1	0.3%
3	1	0.3%
8	1	0.3%
Other values (4)	4	1.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	137	38.5%
0	135	37.9%
1	56	15.7%
2	14	3.9%
6	3	0.8%
42	2	0.6%
4	2	0.6%
4형	1	0.3%
3	1	0.3%
8	1	0.3%
Other values (4)	4	1.1%

Unnamed: 11
Categorical

Distinct	18
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

2	110
<NA>	85
0	83
1	44
4	14
Other values (13)	20

Length

Max length	4
Median length	1
Mean length	1.7640449
Min length	1

Unique

Unique	9 ?
Unique (%)	2.5%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	5형
4th row	173
5th row	<NA>

Common Values

Value	Count	Frequency (%)
2	110	30.9%
<NA>	85	23.9%
0	83	23.3%
1	44	12.4%
4	14	3.9%
3	4	1.1%
26	3	0.8%
7	2	0.6%
173	2	0.6%
25	1	0.3%
Other values (8)	8	2.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2	110	30.9%
na	85	23.9%
0	83	23.3%
1	44	12.4%
4	14	3.9%
3	4	1.1%
26	3	0.8%
7	2	0.6%
173	2	0.6%
32	1	0.3%
Other values (8)	8	2.2%

Unnamed: 12
Categorical

Distinct	13
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	137
<NA>	133
1	36
2	32
3	8
Other values (8)	10

Length

Max length	9
Median length	1
Mean length	2.1629213
Min length	1

Unique

Unique	6 ?
Unique (%)	1.7%

Sample

1st row	<NA>
2nd row	삼성병합(SDS)
3rd row	1형
4th row	67
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	137	38.5%
<NA>	133	37.4%
1	36	10.1%
2	32	9.0%
3	8	2.2%
67	2	0.6%
6	2	0.6%
삼성병합(SDS)	1	0.3%
1형	1	0.3%
26	1	0.3%
Other values (3)	3	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	137	38.5%
na	133	37.4%
1	36	10.1%
2	32	9.0%
3	8	2.2%
67	2	0.6%
6	2	0.6%
삼성병합(sds	1	0.3%
1형	1	0.3%
26	1	0.3%
Other values (3)	3	0.8%

Unnamed: 13
Categorical

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	172
<NA>	166
1	12
6	3
3	2

Length

Max length	4
Median length	1
Mean length	2.4016854
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	2형
4th row	6
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	172	48.3%
<NA>	166	46.6%
1	12	3.4%
6	3	0.8%
3	2	0.6%
2형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	172	48.3%
na	166	46.6%
1	12	3.4%
6	3	0.8%
3	2	0.6%
2형	1	0.3%

Unnamed: 14
Categorical

Distinct	23
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	115
<NA>	113
8	26
6	22
4	18
Other values (18)	62

Length

Max length	4
Median length	1
Mean length	2.0421348
Min length	1

Unique

Unique	8 ?
Unique (%)	2.2%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	3L형
4th row	408
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	115	32.3%
<NA>	113	31.7%
8	26	7.3%
6	22	6.2%
4	18	5.1%
3	12	3.4%
5	12	3.4%
12	8	2.2%
7	8	2.2%
9	4	1.1%
Other values (13)	18	5.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	115	32.3%
na	113	31.7%
8	26	7.3%
6	22	6.2%
4	18	5.1%
3	12	3.4%
5	12	3.4%
12	8	2.2%
7	8	2.2%
9	4	1.1%
Other values (13)	18	5.1%

Unnamed: 15
Categorical

Distinct	24
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	115
<NA>	113
6	24
3	20
4	14
Other values (19)	70

Length

Max length	4
Median length	1
Mean length	2.0280899
Min length	1

Unique

Unique	8 ?
Unique (%)	2.2%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	3R형
4th row	341
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	115	32.3%
<NA>	113	31.7%
6	24	6.7%
3	20	5.6%
4	14	3.9%
7	12	3.4%
5	12	3.4%
2	12	3.4%
8	8	2.2%
11	4	1.1%
Other values (14)	22	6.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	115	32.3%
na	113	31.7%
6	24	6.7%
3	20	5.6%
4	14	3.9%
7	12	3.4%
5	12	3.4%
2	12	3.4%
8	8	2.2%
11	4	1.1%
Other values (14)	22	6.2%

Unnamed: 16
Categorical

IMBALANCE

Distinct	11
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	160
<NA>	158
1	26
2	3
17	2
Other values (6)	7

Length

Max length	4
Median length	1
Mean length	2.3426966
Min length	1

Unique

Unique	5 ?
Unique (%)	1.4%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	4형
4th row	17
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	160	44.9%
<NA>	158	44.4%
1	26	7.3%
2	3	0.8%
17	2	0.6%
3	2	0.6%
4형	1	0.3%
5	1	0.3%
4	1	0.3%
6	1	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	160	44.9%
na	158	44.4%
1	26	7.3%
2	3	0.8%
17	2	0.6%
3	2	0.6%
4형	1	0.3%
5	1	0.3%
4	1	0.3%
6	1	0.3%

Unnamed: 17
Categorical

Distinct	3
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	183
<NA>	172
5형	1

Length

Max length	4
Median length	1
Mean length	2.4522472
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	5형
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	183	51.4%
<NA>	172	48.3%
5형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	183	51.4%
na	172	48.3%
5형	1	0.3%

Unnamed: 18
Categorical

IMBALANCE

Distinct	9
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	165
<NA>	163
1	16
3	4
10	2
Other values (4)	6

Length

Max length	12
Median length	1
Mean length	2.4129213
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	장애인용 (삼성SDS)
3rd row	6형
4th row	10
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	165	46.3%
<NA>	163	45.8%
1	16	4.5%
3	4	1.1%
10	2	0.6%
2	2	0.6%
4	2	0.6%
장애인용 (삼성SDS)	1	0.3%
6형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	165	46.2%
na	163	45.7%
1	16	4.5%
3	4	1.1%
10	2	0.6%
2	2	0.6%
4	2	0.6%
장애인용	1	0.3%
삼성sds	1	0.3%
6형	1	0.3%

Unnamed: 19
Categorical

IMBALANCE

Distinct	8
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	165
<NA>	164
1	16
3	4
10	2
Other values (3)	5

Length

Max length	4
Median length	1
Mean length	2.3904494
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	7형
4th row	10
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	165	46.3%
<NA>	164	46.1%
1	16	4.5%
3	4	1.1%
10	2	0.6%
2	2	0.6%
4	2	0.6%
7형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	165	46.3%
na	164	46.1%
1	16	4.5%
3	4	1.1%
10	2	0.6%
2	2	0.6%
4	2	0.6%
7형	1	0.3%

Unnamed: 20
Categorical

Distinct	21
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	140
<NA>	83
0	77
2	31
8	5
Other values (16)	20

Length

Max length	50
Median length	1
Mean length	1.9101124
Min length	1

Unique

Unique	12 ?
Unique (%)	3.4%

Sample

1st row	<NA>
2nd row	전용(C&C_Atype)
3rd row	1형
4th row	111
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	140	39.3%
<NA>	83	23.3%
0	77	21.6%
2	31	8.7%
8	5	1.4%
111	2	0.6%
3	2	0.6%
4	2	0.6%
12	2	0.6%
7	1	0.3%
Other values (11)	11	3.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	140	38.6%
na	83	22.9%
0	77	21.2%
2	31	8.5%
8	5	1.4%
4	2	0.6%
12	2	0.6%
	2	0.6%
3	2	0.6%
111	2	0.6%
Other values (17)	17	4.7%

Unnamed: 21
Categorical

Distinct	21
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	112
<NA>	85
0	77
2	53
4	4
Other values (16)	25

Length

Max length	4
Median length	1
Mean length	1.7696629
Min length	1

Unique

Unique	9 ?
Unique (%)	2.5%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	2형
4th row	136
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	112	31.5%
<NA>	85	23.9%
0	77	21.6%
2	53	14.9%
4	4	1.1%
5	4	1.1%
3	2	0.6%
11	2	0.6%
13	2	0.6%
7	2	0.6%
Other values (11)	13	3.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	112	31.5%
na	85	23.9%
0	77	21.6%
2	53	14.9%
4	4	1.1%
5	4	1.1%
7	2	0.6%
136	2	0.6%
10	2	0.6%
13	2	0.6%
Other values (11)	13	3.7%

Unnamed: 22
Categorical

Distinct	19
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	140
<NA>	85
0	77
2	31
8	5
Other values (14)	18

Length

Max length	4
Median length	1
Mean length	1.755618
Min length	1

Unique

Unique	10 ?
Unique (%)	2.8%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	3형
4th row	111
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	140	39.3%
<NA>	85	23.9%
0	77	21.6%
2	31	8.7%
8	5	1.4%
111	2	0.6%
3	2	0.6%
4	2	0.6%
12	2	0.6%
11	1	0.3%
Other values (9)	9	2.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	140	39.3%
na	85	23.9%
0	77	21.6%
2	31	8.7%
8	5	1.4%
111	2	0.6%
3	2	0.6%
4	2	0.6%
12	2	0.6%
7	1	0.3%
Other values (9)	9	2.5%

Unnamed: 23
Categorical

Distinct	12
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	156
<NA>	149
2	20
3	10
4	10
Other values (7)	11

Length

Max length	9
Median length	1
Mean length	2.2949438
Min length	1

Unique

Unique	4 ?
Unique (%)	1.1%

Sample

1st row	<NA>
2nd row	삼성전용(SDS)
3rd row	1형
4th row	68
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	156	43.8%
<NA>	149	41.9%
2	20	5.6%
3	10	2.8%
4	10	2.8%
68	3	0.8%
8	2	0.6%
5	2	0.6%
삼성전용(SDS)	1	0.3%
1형	1	0.3%
Other values (2)	2	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	156	43.8%
na	149	41.9%
2	20	5.6%
3	10	2.8%
4	10	2.8%
68	3	0.8%
8	2	0.6%
5	2	0.6%
삼성전용(sds	1	0.3%
1형	1	0.3%
Other values (2)	2	0.6%

Unnamed: 24
Categorical

Distinct	3
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	183
<NA>	172
2형	1

Length

Max length	4
Median length	1
Mean length	2.4522472
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	2형
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	183	51.4%
<NA>	172	48.3%
2형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	183	51.4%
na	172	48.3%
2형	1	0.3%

Unnamed: 25
Categorical

Distinct	11
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	156
<NA>	150
2	20
3	10
4	10
Other values (6)	10

Length

Max length	4
Median length	1
Mean length	2.2808989
Min length	1

Unique

Unique	3 ?
Unique (%)	0.8%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	3형
4th row	68
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	156	43.8%
<NA>	150	42.1%
2	20	5.6%
3	10	2.8%
4	10	2.8%
68	3	0.8%
8	2	0.6%
5	2	0.6%
3형	1	0.3%
41	1	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	156	43.8%
na	150	42.1%
2	20	5.6%
3	10	2.8%
4	10	2.8%
68	3	0.8%
8	2	0.6%
5	2	0.6%
3형	1	0.3%
41	1	0.3%

Unnamed: 26
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	170
2	6
전용_우장산 (유니맥)	1
1형	1

Length

Max length	12
Median length	1
Mean length	2.4662921
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	전용_우장산 (유니맥)
3rd row	1형
4th row	2
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	170	47.8%
2	6	1.7%
전용_우장산 (유니맥)	1	0.3%
1형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	49.9%
na	170	47.6%
2	6	1.7%
전용_우장산	1	0.3%
유니맥	1	0.3%
1형	1	0.3%

Unnamed: 27
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	171
5	6
2형	1

Length

Max length	4
Median length	1
Mean length	2.4438202
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	171	48.0%
5	6	1.7%
2형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	50.0%
na	171	48.0%
5	6	1.7%
2형	1	0.3%

Unnamed: 28
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	171
2	6
3형	1

Length

Max length	4
Median length	1
Mean length	2.4438202
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	171	48.0%
2	6	1.7%
3형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	50.0%
na	171	48.0%
2	6	1.7%
3형	1	0.3%

Unnamed: 29
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	170
1	6
전용_장지 (국제)	1
1형	1

Length

Max length	10
Median length	1
Mean length	2.4606742
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	전용_장지 (국제)
3rd row	1형
4th row	1
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	170	47.8%
1	6	1.7%
전용_장지 (국제)	1	0.3%
1형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	49.9%
na	170	47.6%
1	6	1.7%
전용_장지	1	0.3%
국제	1	0.3%
1형	1	0.3%

Unnamed: 30
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	171
5	6
2형	1

Length

Max length	4
Median length	1
Mean length	2.4438202
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	171	48.0%
5	6	1.7%
2형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	50.0%
na	171	48.0%
5	6	1.7%
2형	1	0.3%

Unnamed: 31
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	171
1	6
3형	1

Length

Max length	4
Median length	1
Mean length	2.4438202
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	171	48.0%
1	6	1.7%
3형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	50.0%
na	171	48.0%
1	6	1.7%
3형	1	0.3%

Unnamed: 32
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	159
<NA>	157
1	18
2	15
21	2
Other values (5)	5

Length

Max length	6
Median length	1
Mean length	2.3511236
Min length	1

Unique

Unique	5 ?
Unique (%)	1.4%

Sample

1st row	<NA>
2nd row	전용(국제)
3rd row	1형
4th row	21
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	159	44.7%
<NA>	157	44.1%
1	18	5.1%
2	15	4.2%
21	2	0.6%
전용(국제)	1	0.3%
1형	1	0.3%
16	1	0.3%
3	1	0.3%
17	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	159	44.7%
na	157	44.1%
1	18	5.1%
2	15	4.2%
21	2	0.6%
전용(국제	1	0.3%
1형	1	0.3%
16	1	0.3%
3	1	0.3%
17	1	0.3%

Unnamed: 33
Categorical

IMBALANCE

Distinct	13
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	161
<NA>	159
5	6
8	6
3	5
Other values (8)	19

Length

Max length	4
Median length	1
Mean length	2.3539326
Min length	1

Unique

Unique	3 ?
Unique (%)	0.8%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	2형
4th row	69
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	161	45.2%
<NA>	159	44.7%
5	6	1.7%
8	6	1.7%
3	5	1.4%
7	4	1.1%
6	4	1.1%
1	4	1.1%
69	2	0.6%
4	2	0.6%
Other values (3)	3	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	161	45.2%
na	159	44.7%
5	6	1.7%
8	6	1.7%
3	5	1.4%
7	4	1.1%
6	4	1.1%
1	4	1.1%
69	2	0.6%
4	2	0.6%
Other values (3)	3	0.8%

Unnamed: 34
Categorical

Distinct	9
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	159
<NA>	158
1	18
2	15
21	2
Other values (4)	4

Length

Max length	4
Median length	1
Mean length	2.3455056
Min length	1

Unique

Unique	4 ?
Unique (%)	1.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	3형
4th row	21
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	159	44.7%
<NA>	158	44.4%
1	18	5.1%
2	15	4.2%
21	2	0.6%
3형	1	0.3%
16	1	0.3%
3	1	0.3%
17	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	159	44.7%
na	158	44.4%
1	18	5.1%
2	15	4.2%
21	2	0.6%
3형	1	0.3%
16	1	0.3%
3	1	0.3%
17	1	0.3%

Unnamed: 35
Categorical

IMBALANCE

Distinct	8
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	167
<NA>	165
1	18
6	2
장애인용(국제)	1
Other values (3)	3

Length

Max length	8
Median length	1
Mean length	2.4129213
Min length	1

Unique

Unique	4 ?
Unique (%)	1.1%

Sample

1st row	<NA>
2nd row	장애인용(국제)
3rd row	1형
4th row	6
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	167	46.9%
<NA>	165	46.3%
1	18	5.1%
6	2	0.6%
장애인용(국제)	1	0.3%
1형	1	0.3%
2	1	0.3%
4	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	167	46.9%
na	165	46.3%
1	18	5.1%
6	2	0.6%
장애인용(국제	1	0.3%
1형	1	0.3%
2	1	0.3%
4	1	0.3%

Unnamed: 36
Categorical

IMBALANCE

Distinct	7
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	167
<NA>	166
1	18
6	2
2형	1
Other values (2)	2

Length

Max length	4
Median length	1
Mean length	2.4016854
Min length	1

Unique

Unique	3 ?
Unique (%)	0.8%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	2형
4th row	6
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	167	46.9%
<NA>	166	46.6%
1	18	5.1%
6	2	0.6%
2형	1	0.3%
2	1	0.3%
4	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	167	46.9%
na	166	46.6%
1	18	5.1%
6	2	0.6%
2형	1	0.3%
2	1	0.3%
4	1	0.3%

Unnamed: 37
Categorical

IMBALANCE

Distinct	7
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	169
<NA>	166
1	14
2	3
5	2
Other values (2)	2

Length

Max length	9
Median length	1
Mean length	2.4241573
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	장애인용(유니맥)
3rd row	1형
4th row	5
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	169	47.5%
<NA>	166	46.6%
1	14	3.9%
2	3	0.8%
5	2	0.6%
장애인용(유니맥)	1	0.3%
1형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	169	47.5%
na	166	46.6%
1	14	3.9%
2	3	0.8%
5	2	0.6%
장애인용(유니맥	1	0.3%
1형	1	0.3%

Unnamed: 38
Categorical

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	169
<NA>	167
1	14
2	3
5	2

Length

Max length	4
Median length	1
Mean length	2.4101124
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	169	47.5%
<NA>	167	46.9%
1	14	3.9%
2	3	0.8%
5	2	0.6%
2형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	169	47.5%
na	167	46.9%
1	14	3.9%
2	3	0.8%
5	2	0.6%
2형	1	0.3%

Unnamed: 39
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	169
1	6
개방형 개집표기_마곡 (소트프너울)	1
1형	1

Length

Max length	19
Median length	1
Mean length	2.5280899
Min length	1

Unique

Unique	3 ?
Unique (%)	0.8%

Sample

1st row	<NA>
2nd row	개방형 개집표기_마곡 (소트프너울)
3rd row	1형
4th row	1
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	169	47.5%
1	6	1.7%
개방형 개집표기_마곡 (소트프너울)	1	0.3%
1형	1	0.3%
기타 개집표기 Utims :168대	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	49.3%
na	169	46.8%
1	6	1.7%
개방형	1	0.3%
개집표기_마곡	1	0.3%
소트프너울	1	0.3%
1형	1	0.3%
기타	1	0.3%
개집표기	1	0.3%
utims	1	0.3%

Unnamed: 40
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	171
3	6
2형	1

Length

Max length	4
Median length	1
Mean length	2.4438202
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	171	48.0%
3	6	1.7%
2형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	50.0%
na	171	48.0%
3	6	1.7%
2형	1	0.3%

Unnamed: 41
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	171
1	6
3형	1

Length

Max length	4
Median length	1
Mean length	2.4438202
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	171	48.0%
1	6	1.7%
3형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	50.0%
na	171	48.0%
1	6	1.7%
3형	1	0.3%

Unnamed: 42
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	170
5	6
개방형 개집표기_건대입구 (국제)	1
1형	1

Length

Max length	18
Median length	1
Mean length	2.4831461
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	개방형 개집표기_건대입구 (국제)
3rd row	1형
4th row	5
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	170	47.8%
5	6	1.7%
개방형 개집표기_건대입구 (국제)	1	0.3%
1형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	49.7%
na	170	47.5%
5	6	1.7%
개방형	1	0.3%
개집표기_건대입구	1	0.3%
국제	1	0.3%
1형	1	0.3%

Unnamed: 43
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	171
9	6
2형	1

Length

Max length	4
Median length	1
Mean length	2.4438202
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	2형
4th row	9
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	171	48.0%
9	6	1.7%
2형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	50.0%
na	171	48.0%
9	6	1.7%
2형	1	0.3%

Unnamed: 44
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	171
5	6
3형	1

Length

Max length	4
Median length	1
Mean length	2.4438202
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	171	48.0%
5	6	1.7%
3형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	50.0%
na	171	48.0%
5	6	1.7%
3형	1	0.3%

Unnamed: 45
Categorical

Distinct	7
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	170
<NA>	162
1	12
2	6
12	4
Other values (2)	2

Length

Max length	20
Median length	1
Mean length	2.4325843
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	개방형 비상개집표기 (부천구간:국제)
3rd row	1형
4th row	12
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	170	47.8%
<NA>	162	45.5%
1	12	3.4%
2	6	1.7%
12	4	1.1%
개방형 비상개집표기 (부천구간:국제)	1	0.3%
1형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	170	47.5%
na	162	45.3%
1	12	3.4%
2	6	1.7%
12	4	1.1%
개방형	1	0.3%
비상개집표기	1	0.3%
부천구간:국제	1	0.3%
1형	1	0.3%

Unnamed: 46
Categorical

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	170
<NA>	163
1	12
2	6
12	4

Length

Max length	4
Median length	1
Mean length	2.3876404
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	5형
4th row	12
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	170	47.8%
<NA>	163	45.8%
1	12	3.4%
2	6	1.7%
12	4	1.1%
5형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	170	47.8%
na	163	45.8%
1	12	3.4%
2	6	1.7%
12	4	1.1%
5형	1	0.3%

Unnamed: 47
Categorical

IMBALANCE

Distinct	8
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	169
<NA>	166
1	9
2	5
3	3
Other values (3)	4

Length

Max length	15
Median length	1
Mean length	2.4410112
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	개방형 비상개집표기 (국제)
3rd row	1형
4th row	7
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	169	47.5%
<NA>	166	46.6%
1	9	2.5%
2	5	1.4%
3	3	0.8%
7	2	0.6%
개방형 비상개집표기 (국제)	1	0.3%
1형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	169	47.2%
na	166	46.4%
1	9	2.5%
2	5	1.4%
3	3	0.8%
7	2	0.6%
개방형	1	0.3%
비상개집표기	1	0.3%
국제	1	0.3%
1형	1	0.3%

Unnamed: 48
Categorical

IMBALANCE

Distinct	7
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	169
<NA>	167
1	9
2	5
3	3
Other values (2)	3

Length

Max length	4
Median length	1
Mean length	2.4101124
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	5형
4th row	7
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	169	47.5%
<NA>	167	46.9%
1	9	2.5%
2	5	1.4%
3	3	0.8%
7	2	0.6%
5형	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	169	47.5%
na	167	46.9%
1	9	2.5%
2	5	1.4%
3	3	0.8%
7	2	0.6%
5형	1	0.3%

Unnamed: 49
Categorical

Distinct	11
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	146
0	140
1	47
2	9
3	5
Other values (6)	9

Length

Max length	16
Median length	1
Mean length	2.2837079
Min length	1

Unique

Unique	4 ?
Unique (%)	1.1%

Sample

1st row	<NA>
2nd row	개방형 비상개집표기 (유니맥)
3rd row	1형
4th row	29
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	146	41.0%
0	140	39.3%
1	47	13.2%
2	9	2.5%
3	5	1.4%
5	3	0.8%
29	2	0.6%
개방형 비상개집표기 (유니맥)	1	0.3%
1형	1	0.3%
13	1	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	146	40.8%
0	140	39.1%
1	47	13.1%
2	9	2.5%
3	5	1.4%
5	3	0.8%
29	2	0.6%
개방형	1	0.3%
비상개집표기	1	0.3%
유니맥	1	0.3%
Other values (3)	3	0.8%

Unnamed: 50
Categorical

Distinct	10
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	147
0	140
1	47
2	9
3	5
Other values (5)	8

Length

Max length	4
Median length	1
Mean length	2.25
Min length	1

Unique

Unique	3 ?
Unique (%)	0.8%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	5형
4th row	29
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	147	41.3%
0	140	39.3%
1	47	13.2%
2	9	2.5%
3	5	1.4%
5	3	0.8%
29	2	0.6%
5형	1	0.3%
13	1	0.3%
8	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	147	41.3%
0	140	39.3%
1	47	13.2%
2	9	2.5%
3	5	1.4%
5	3	0.8%
29	2	0.6%
5형	1	0.3%
13	1	0.3%
8	1	0.3%

Unnamed: 51
Categorical

IMBALANCE

Distinct	7
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	170
<NA>	167
1	10
2	5
5	2
Other values (2)	2

Length

Max length	7
Median length	1
Mean length	2.4269663
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	E/V용게이트
3rd row	국제
4th row	5
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	170	47.8%
<NA>	167	46.9%
1	10	2.8%
2	5	1.4%
5	2	0.6%
E/V용게이트	1	0.3%
국제	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	170	47.8%
na	167	46.9%
1	10	2.8%
2	5	1.4%
5	2	0.6%
e/v용게이트	1	0.3%
국제	1	0.3%

Unnamed: 52
Categorical

Distinct	12
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	143
0	140
2	32
1	26
4	3
Other values (7)	12

Length

Max length	4
Median length	1
Mean length	2.2191011
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	유니맥
4th row	43
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	143	40.2%
0	140	39.3%
2	32	9.0%
1	26	7.3%
4	3	0.8%
43	2	0.6%
7	2	0.6%
9	2	0.6%
3	2	0.6%
5	2	0.6%
Other values (2)	2	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	143	40.2%
0	140	39.3%
2	32	9.0%
1	26	7.3%
4	3	0.8%
43	2	0.6%
7	2	0.6%
9	2	0.6%
3	2	0.6%
5	2	0.6%
Other values (2)	2	0.6%

Unnamed: 53
Categorical

Distinct	19
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	158
2	88
<NA>	48
0	40
13	3
Other values (14)	19

Length

Max length	11
Median length	1
Mean length	1.4803371
Min length	1

Unique

Unique	9 ?
Unique (%)	2.5%

Sample

1st row	<NA>
2nd row	비상 게이트 (철문)
3rd row	<NA>
4th row	170
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	158	44.4%
2	88	24.7%
<NA>	48	13.5%
0	40	11.2%
13	3	0.8%
3	2	0.6%
16	2	0.6%
170	2	0.6%
15	2	0.6%
9	2	0.6%
Other values (9)	9	2.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	158	44.1%
2	88	24.6%
na	48	13.4%
0	40	11.2%
13	3	0.8%
3	2	0.6%
16	2	0.6%
170	2	0.6%
15	2	0.6%
9	2	0.6%
Other values (11)	11	3.1%

Unnamed: 54
Categorical

IMBALANCE

Distinct	16
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	312
<NA>	16
0	7
12	3
9	3
Other values (11)	15

Length

Max length	8
Median length	1
Mean length	1.2022472
Min length	1

Unique

Unique	7 ?
Unique (%)	2.0%

Sample

1st row	비상모드제어장치
2nd row	<NA>
3rd row	<NA>
4th row	156
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	312	87.6%
<NA>	16	4.5%
0	7	2.0%
12	3	0.8%
9	3	0.8%
156	2	0.6%
14	2	0.6%
8	2	0.6%
51	2	0.6%
비상모드제어장치	1	0.3%
Other values (6)	6	1.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	312	87.6%
na	16	4.5%
0	7	2.0%
12	3	0.8%
9	3	0.8%
156	2	0.6%
14	2	0.6%
8	2	0.6%
51	2	0.6%
비상모드제어장치	1	0.3%
Other values (6)	6	1.7%

Unnamed: 55
Categorical

IMBALANCE

Distinct	30
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

2	188
4	82
3	24
<NA>	15
5	8
Other values (25)	39

Length

Max length	7
Median length	1
Mean length	1.238764
Min length	1

Unique

Unique	19 ?
Unique (%)	5.3%

Sample

1st row	1회권 장비
2nd row	1회권 발매기
3rd row	<NA>
4th row	440
5th row	442

Common Values

Value	Count	Frequency (%)
2	188	52.8%
4	82	23.0%
3	24	6.7%
<NA>	15	4.2%
5	8	2.2%
0	8	2.2%
6	4	1.1%
440	2	0.6%
37	2	0.6%
12	2	0.6%
Other values (20)	21	5.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2	188	52.5%
4	82	22.9%
3	24	6.7%
na	15	4.2%
5	8	2.2%
0	8	2.2%
6	4	1.1%
12	2	0.6%
1회권	2	0.6%
8	2	0.6%
Other values (21)	23	6.4%

Unnamed: 56
Categorical

IMBALANCE

Distinct	23
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	198
2	94
<NA>	16
3	14
0	8
Other values (18)	26

Length

Max length	7
Median length	1
Mean length	1.2191011
Min length	1

Unique

Unique	11 ?
Unique (%)	3.1%

Sample

1st row	<NA>
2nd row	보증금 환급기
3rd row	<NA>
4th row	223
5th row	224

Common Values

Value	Count	Frequency (%)
1	198	55.6%
2	94	26.4%
<NA>	16	4.5%
3	14	3.9%
0	8	2.2%
16	3	0.8%
223	2	0.6%
10	2	0.6%
12	2	0.6%
5	2	0.6%
Other values (13)	15	4.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	198	55.5%
2	94	26.3%
na	16	4.5%
3	14	3.9%
0	8	2.2%
16	3	0.8%
5	2	0.6%
17	2	0.6%
4	2	0.6%
12	2	0.6%
Other values (14)	16	4.5%

Unnamed: 57
Categorical

Distinct	17
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	124
<NA>	98
0	91
2	21
10	3
Other values (12)	19

Length

Max length	9
Median length	1
Mean length	1.8735955
Min length	1

Unique

Unique	7 ?
Unique (%)	2.0%

Sample

1st row	<NA>
2nd row	교통 카드 정산기
3rd row	<NA>
4th row	86
5th row	87

Common Values

Value	Count	Frequency (%)
1	124	34.8%
<NA>	98	27.5%
0	91	25.6%
2	21	5.9%
10	3	0.8%
8	3	0.8%
3	3	0.8%
86	2	0.6%
4	2	0.6%
6	2	0.6%
Other values (7)	7	2.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	124	34.6%
na	98	27.4%
0	91	25.4%
2	21	5.9%
10	3	0.8%
8	3	0.8%
3	3	0.8%
4	2	0.6%
6	2	0.6%
86	2	0.6%
Other values (9)	9	2.5%

Unnamed: 58
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	157
0	152
1	35
2	4
15	2
Other values (5)	6

Length

Max length	9
Median length	1
Mean length	2.3539326
Min length	1

Unique

Unique	4 ?
Unique (%)	1.1%

Sample

1st row	<NA>
2nd row	교통 카드 발권기
3rd row	<NA>
4th row	15
5th row	16

Common Values

Value	Count	Frequency (%)
<NA>	157	44.1%
0	152	42.7%
1	35	9.8%
2	4	1.1%
15	2	0.6%
4	2	0.6%
교통 카드 발권기	1	0.3%
16	1	0.3%
3	1	0.3%
6	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	157	43.9%
0	152	42.5%
1	35	9.8%
2	4	1.1%
15	2	0.6%
4	2	0.6%
교통	1	0.3%
카드	1	0.3%
발권기	1	0.3%
16	1	0.3%
Other values (2)	2	0.6%

Unnamed: 59
Categorical

IMBALANCE

Distinct	23
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	222
2	78
<NA>	17
0	10
3	6
Other values (18)	23

Length

Max length	6
Median length	1
Mean length	1.2275281
Min length	1

Unique

Unique	14 ?
Unique (%)	3.9%

Sample

1st row	충전기
2nd row	유인 충전기
3rd row	<NA>
4th row	198
5th row	200

Common Values

Value	Count	Frequency (%)
1	222	62.4%
2	78	21.9%
<NA>	17	4.8%
0	10	2.8%
3	6	1.7%
12	3	0.8%
14	2	0.6%
198	2	0.6%
20	2	0.6%
11	1	0.3%
Other values (13)	13	3.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	222	62.2%
2	78	21.8%
na	17	4.8%
0	10	2.8%
3	6	1.7%
12	3	0.8%
14	2	0.6%
198	2	0.6%
20	2	0.6%
충전기	2	0.6%
Other values (13)	13	3.6%

Unnamed: 60
Categorical

Distinct	23
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

2	162
1	84
<NA>	26
3	24
0	21
Other values (18)	39

Length

Max length	6
Median length	1
Mean length	1.3005618
Min length	1

Unique

Unique	11 ?
Unique (%)	3.1%

Sample

1st row	<NA>
2nd row	무인 충전기
3rd row	<NA>
4th row	277
5th row	279

Common Values

Value	Count	Frequency (%)
2	162	45.5%
1	84	23.6%
<NA>	26	7.3%
3	24	6.7%
0	21	5.9%
4	16	4.5%
16	2	0.6%
20	2	0.6%
18	2	0.6%
32	2	0.6%
Other values (13)	15	4.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2	162	45.4%
1	84	23.5%
na	26	7.3%
3	24	6.7%
0	21	5.9%
4	16	4.5%
32	2	0.6%
277	2	0.6%
5	2	0.6%
18	2	0.6%
Other values (14)	16	4.5%

Unnamed: 61
Categorical

IMBALANCE

Distinct	20
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	248
2	56
<NA>	17
0	9
3	4
Other values (15)	22

Length

Max length	7
Median length	1
Mean length	1.2247191
Min length	1

Unique

Unique	10 ?
Unique (%)	2.8%

Sample

1st row	휴대용 정산기
2nd row	<NA>
3rd row	<NA>
4th row	186
5th row	188

Common Values

Value	Count	Frequency (%)
1	248	69.7%
2	56	15.7%
<NA>	17	4.8%
0	9	2.5%
3	4	1.1%
14	3	0.8%
11	3	0.8%
186	2	0.6%
16	2	0.6%
12	2	0.6%
Other values (10)	10	2.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	248	69.5%
2	56	15.7%
na	17	4.8%
0	9	2.5%
3	4	1.1%
14	3	0.8%
11	3	0.8%
186	2	0.6%
16	2	0.6%
12	2	0.6%
Other values (11)	11	3.1%

Unnamed: 62
Categorical

IMBALANCE

Distinct	18
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	312
<NA>	14
0	7
9	3
12	3
Other values (13)	17

Length

Max length	4
Median length	1
Mean length	1.1853933
Min length	1

Unique

Unique	9 ?
Unique (%)	2.5%

Sample

1st row	전산기류
2nd row	SMS
3rd row	<NA>
4th row	156
5th row	158

Common Values

Value	Count	Frequency (%)
1	312	87.6%
<NA>	14	3.9%
0	7	2.0%
9	3	0.8%
12	3	0.8%
156	2	0.6%
14	2	0.6%
51	2	0.6%
8	2	0.6%
15	1	0.3%
Other values (8)	8	2.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	312	87.6%
na	14	3.9%
0	7	2.0%
9	3	0.8%
12	3	0.8%
156	2	0.6%
14	2	0.6%
51	2	0.6%
8	2	0.6%
전산기류	1	0.3%
Other values (8)	8	2.2%

Unnamed: 63
Categorical

Distinct	12
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	141
0	134
1	63
2	7
4	3
Other values (7)	8

Length

Max length	4
Median length	1
Mean length	2.2050562
Min length	1

Unique

Unique	6 ?
Unique (%)	1.7%

Sample

1st row	<NA>
2nd row	RMP
3rd row	<NA>
4th row	32
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	141	39.6%
0	134	37.6%
1	63	17.7%
2	7	2.0%
4	3	0.8%
32	2	0.6%
RMP	1	0.3%
5	1	0.3%
3	1	0.3%
6	1	0.3%
Other values (2)	2	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	141	39.6%
0	134	37.6%
1	63	17.7%
2	7	2.0%
4	3	0.8%
32	2	0.6%
rmp	1	0.3%
5	1	0.3%
3	1	0.3%
6	1	0.3%
Other values (2)	2	0.6%

Unnamed: 64
Categorical

Distinct	8
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	157
0	149
1	41
2	3
15	2
Other values (3)	4

Length

Max length	4
Median length	1
Mean length	2.3342697
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	MSC
3rd row	<NA>
4th row	15
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	157	44.1%
0	149	41.9%
1	41	11.5%
2	3	0.8%
15	2	0.6%
4	2	0.6%
MSC	1	0.3%
5	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	157	44.1%
0	149	41.9%
1	41	11.5%
2	3	0.8%
15	2	0.6%
4	2	0.6%
msc	1	0.3%
5	1	0.3%

Unnamed: 65
Categorical

IMBALANCE

Distinct	11
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	156
0	148
1	44
MWS	1
14	1
Other values (6)	6

Length

Max length	4
Median length	1
Mean length	2.3286517
Min length	1

Unique

Unique	8 ?
Unique (%)	2.2%

Sample

1st row	<NA>
2nd row	MWS
3rd row	<NA>
4th row	14
5th row	16

Common Values

Value	Count	Frequency (%)
<NA>	156	43.8%
0	148	41.6%
1	44	12.4%
MWS	1	0.3%
14	1	0.3%
16	1	0.3%
4	1	0.3%
3	1	0.3%
6	1	0.3%
2	1	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	156	43.8%
0	148	41.6%
1	44	12.4%
mws	1	0.3%
14	1	0.3%
16	1	0.3%
4	1	0.3%
3	1	0.3%
6	1	0.3%
2	1	0.3%

Unnamed: 66
Categorical

IMBALANCE

Distinct	18
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	308
<NA>	16
0	7
2	4
9	3
Other values (13)	18

Length

Max length	5
Median length	1
Mean length	1.1938202
Min length	1

Unique

Unique	9 ?
Unique (%)	2.5%

Sample

1st row	통신 장치
2nd row	<NA>
3rd row	<NA>
4th row	158
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	308	86.5%
<NA>	16	4.5%
0	7	2.0%
2	4	1.1%
9	3	0.8%
12	3	0.8%
158	2	0.6%
51	2	0.6%
8	2	0.6%
16	1	0.3%
Other values (8)	8	2.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	308	86.3%
na	16	4.5%
0	7	2.0%
2	4	1.1%
9	3	0.8%
12	3	0.8%
158	2	0.6%
51	2	0.6%
8	2	0.6%
장치	1	0.3%
Other values (9)	9	2.5%

Unnamed: 67
Categorical

IMBALANCE

Distinct	18
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	276
2	36
<NA>	16
0	7
12	3
Other values (13)	18

Length

Max length	4
Median length	1
Mean length	1.1994382
Min length	1

Unique

Unique	9 ?
Unique (%)	2.5%

Sample

1st row	UPS
2nd row	<NA>
3rd row	<NA>
4th row	174
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	276	77.5%
2	36	10.1%
<NA>	16	4.5%
0	7	2.0%
12	3	0.8%
11	3	0.8%
174	2	0.6%
14	2	0.6%
10	2	0.6%
19	1	0.3%
Other values (8)	8	2.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	276	77.5%
2	36	10.1%
na	16	4.5%
0	7	2.0%
12	3	0.8%
11	3	0.8%
174	2	0.6%
14	2	0.6%
10	2	0.6%
ups	1	0.3%
Other values (8)	8	2.2%

Unnamed: 68
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	178
<NA>	171
1	6
부정 방지 시스템	1

Length

Max length	9
Median length	1
Mean length	2.4634831
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	178	50.0%
<NA>	171	48.0%
1	6	1.7%
부정 방지 시스템	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	178	49.7%
na	171	47.8%
1	6	1.7%
부정	1	0.3%
방지	1	0.3%
시스템	1	0.3%

Unnamed: 69
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	182
<NA>	171
3	2
교통 카드 조회기	1

Length

Max length	9
Median length	1
Mean length	2.4634831
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	교통 카드 조회기
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	182	51.1%
<NA>	171	48.0%
3	2	0.6%
교통 카드 조회기	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	182	50.8%
na	171	47.8%
3	2	0.6%
교통	1	0.3%
카드	1	0.3%
조회기	1	0.3%

Unnamed: 70
Categorical

IMBALANCE

Distinct	25
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	242
2	36
3	26
<NA>	11
6	4
Other values (20)	37

Length

Max length	6
Median length	1
Mean length	1.1853933
Min length	1

Unique

Unique	9 ?
Unique (%)	2.5%

Sample

1st row	전산네트워크
2nd row	스위치
3rd row	<NA>
4th row	256
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	242	68.0%
2	36	10.1%
3	26	7.3%
<NA>	11	3.1%
6	4	1.1%
7	4	1.1%
0	3	0.8%
16	3	0.8%
21	3	0.8%
15	3	0.8%
Other values (15)	21	5.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	242	68.0%
2	36	10.1%
3	26	7.3%
na	11	3.1%
6	4	1.1%
7	4	1.1%
0	3	0.8%
16	3	0.8%
21	3	0.8%
15	3	0.8%
Other values (15)	21	5.9%

Unnamed: 71
Categorical

Distinct	3
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	183
<NA>	172
클라 이언트	1

Length

Max length	6
Median length	1
Mean length	2.4634831
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	클라 이언트
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	183	51.4%
<NA>	172	48.3%
클라 이언트	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	183	51.3%
na	172	48.2%
클라	1	0.3%
이언트	1	0.3%

참고사항
Categorical

IMBALANCE

Distinct	20
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	230
2	54
<NA>	26
0	22
3	4
Other values (15)	20

Length

Max length	8
Median length	1
Mean length	1.2949438
Min length	1

Unique

Unique	11 ?
Unique (%)	3.1%

Sample

1st row	역사환불 서비스
2nd row	<NA>
3rd row	<NA>
4th row	175
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	230	64.6%
2	54	15.2%
<NA>	26	7.3%
0	22	6.2%
3	4	1.1%
14	3	0.8%
175	2	0.6%
16	2	0.6%
11	2	0.6%
17	1	0.3%
Other values (10)	10	2.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	230	64.4%
2	54	15.1%
na	26	7.3%
0	22	6.2%
3	4	1.1%
14	3	0.8%
175	2	0.6%
16	2	0.6%
11	2	0.6%
56	1	0.3%
Other values (11)	11	3.1%

Unnamed: 73
Categorical

IMBALANCE

Distinct	17
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

1	230
2	58
<NA>	26
0	22
14	3
Other values (12)	17

Length

Max length	9
Median length	1
Mean length	1.2949438
Min length	1

Unique

Unique	8 ?
Unique (%)	2.2%

Sample

1st row	5678 행복미소
2nd row	<NA>
3rd row	<NA>
4th row	173
5th row	<NA>

Common Values

Value	Count	Frequency (%)
1	230	64.6%
2	58	16.3%
<NA>	26	7.3%
0	22	6.2%
14	3	0.8%
11	3	0.8%
16	2	0.6%
17	2	0.6%
173	2	0.6%
8	1	0.3%
Other values (7)	7	2.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	230	64.4%
2	58	16.2%
na	26	7.3%
0	22	6.2%
14	3	0.8%
11	3	0.8%
16	2	0.6%
17	2	0.6%
173	2	0.6%
행복미소	1	0.3%
Other values (8)	8	2.2%

Unnamed: 74
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

<NA>	334
0	11
1	8
자전거 보관설비	1
6	1

Length

Max length	8
Median length	4
Mean length	3.8342697
Min length	1

Unique

Unique	3 ?
Unique (%)	0.8%

Sample

1st row	자전거 보관설비
2nd row	<NA>
3rd row	<NA>
4th row	6
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	334	93.8%
0	11	3.1%
1	8	2.2%
자전거 보관설비	1	0.3%
6	1	0.3%
4	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	334	93.6%
0	11	3.1%
1	8	2.2%
자전거	1	0.3%
보관설비	1	0.3%
6	1	0.3%
4	1	0.3%

Unnamed: 75
Categorical

IMBALANCE

Distinct	7
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 KiB

0	166
<NA>	165
1	17
2	4
7	2
Other values (2)	2

Length

Max length	14
Median length	1
Mean length	2.4269663
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	유아용 게이트 (디자인실)
2nd row	<NA>
3rd row	<NA>
4th row	7
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	166	46.6%
<NA>	165	46.3%
1	17	4.8%
2	4	1.1%
7	2	0.6%
유아용 게이트 (디자인실)	1	0.3%
3	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	166	46.4%
na	165	46.1%
1	17	4.7%
2	4	1.1%
7	2	0.6%
유아용	1	0.3%
게이트	1	0.3%
디자인실	1	0.3%
3	1	0.3%

First rows
Last rows

	Unnamed: 0	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 5	Unnamed: 6	Unnamed: 7	Unnamed: 8	Unnamed: 9	Unnamed: 10	Unnamed: 11	Unnamed: 12	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23	Unnamed: 24	Unnamed: 25	Unnamed: 26	Unnamed: 27	Unnamed: 28	Unnamed: 29	Unnamed: 30	Unnamed: 31	Unnamed: 32	Unnamed: 33	Unnamed: 34	Unnamed: 35	Unnamed: 36	Unnamed: 37	Unnamed: 38	Unnamed: 39	Unnamed: 40	Unnamed: 41	Unnamed: 42	Unnamed: 43	Unnamed: 44	Unnamed: 45	Unnamed: 46	Unnamed: 47	Unnamed: 48	Unnamed: 49	Unnamed: 50	Unnamed: 51	Unnamed: 52	Unnamed: 53	Unnamed: 54	Unnamed: 55	Unnamed: 56	Unnamed: 57	Unnamed: 58	Unnamed: 59	Unnamed: 60	Unnamed: 61	Unnamed: 62	Unnamed: 63	Unnamed: 64	Unnamed: 65	Unnamed: 66	Unnamed: 67	Unnamed: 68	Unnamed: 69	Unnamed: 70	Unnamed: 71	참고사항	Unnamed: 73	Unnamed: 74	Unnamed: 75
0	호선	외부 역 번호	구분 역사수:156역 연신내제외	시설물량	단말기	레이턴트	Agm 장비 수량	개집표기	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	비상모드제어장치	1회권 장비	<NA>	<NA>	<NA>	충전기	<NA>	휴대용 정산기	전산기류	<NA>	<NA>	<NA>	통신 장치	UPS	부정 방지 시스템	교통 카드 조회기	전산네트워크	<NA>	역사환불 서비스	5678 행복미소	자전거 보관설비	유아용 게이트 (디자인실)
1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	EMI(영국TTSI)	<NA>	<NA>	<NA>	<NA>	삼성병합(SDS)	<NA>	<NA>	<NA>	<NA>	<NA>	장애인용 (삼성SDS)	<NA>	전용(C&C_Atype)	<NA>	<NA>	삼성전용(SDS)	<NA>	<NA>	전용_우장산 (유니맥)	<NA>	<NA>	전용_장지 (국제)	<NA>	<NA>	전용(국제)	<NA>	<NA>	장애인용(국제)	<NA>	장애인용(유니맥)	<NA>	개방형 개집표기_마곡 (소트프너울)	<NA>	<NA>	개방형 개집표기_건대입구 (국제)	<NA>	<NA>	개방형 비상개집표기 (부천구간:국제)	<NA>	개방형 비상개집표기 (국제)	<NA>	개방형 비상개집표기 (유니맥)	<NA>	E/V용게이트	<NA>	비상 게이트 (철문)	<NA>	1회권 발매기	보증금 환급기	교통 카드 정산기	교통 카드 발권기	유인 충전기	무인 충전기	<NA>	SMS	RMP	MSC	MWS	<NA>	<NA>	<NA>	<NA>	스위치	클라 이언트	<NA>	<NA>	<NA>	<NA>
2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1형	2형	3형	4형	5형	1형	2형	3L형	3R형	4형	5형	6형	7형	1형	2형	3형	1형	2형	3형	1형	2형	3형	1형	2형	3형	1형	2형	3형	1형	2형	1형	2형	1형	2형	3형	1형	2형	3형	1형	5형	1형	5형	1형	5형	국제	유니맥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	장비수량	<NA>	<NA>	4684	2059	3146	2486	173	43	385	42	173	67	6	408	341	17	0	10	10	111	136	111	68	0	68	2	5	2	1	5	1	21	69	21	6	6	5	5	1	3	1	5	9	5	12	12	7	7	29	29	5	43	170	156	440	223	86	15	198	277	186	156	32	15	14	158	174	1	0	256	0	175	173	6	7
4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	442	224	87	16	200	279	188	158	<NA>	<NA>	16	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	<NA>	<NA>	1. 기술관리소별(14개)	<NA>	<NA>	<NA>	<NA>	RF단말기 Utims : 1678대(도봉중정비TB용 3대포함), 실관리수량 : 1675대	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	RF자동개집표기 Utims : 646대(도봉중정비TB용 3대포함), 실관리수량 : 643대	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	기타 개집표기 Utims :168대	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	5호선	<NA>	방화기지	5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	5	<NA>	<NA>	<NA>	<NA>	<NA>
7	5호선	2511	방화	19	6	10	8	1	1	2	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	1	2	1	<NA>	<NA>	1	2	1	1	<NA>	<NA>	<NA>	1	1	<NA>	<NA>	1	<NA>	1	1	<NA>	<NA>
8	5호선	2512	개화산	22	7	13	9	2	<NA>	2	1	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>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	1	1	2	1	<NA>	<NA>	1	2	1	1	<NA>	<NA>	1	1	1	<NA>	<NA>	2	<NA>	1	1	<NA>	<NA>
9	5호선	2513	김포공항	38	16	32	21	4	<NA>	6	<NA>	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	3	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	2	1	5	3	1	<NA>	1	2	1	1	<NA>	<NA>	<NA>	1	1	<NA>	<NA>	1	<NA>	1	1	<NA>	1

	Unnamed: 0	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 5	Unnamed: 6	Unnamed: 7	Unnamed: 8	Unnamed: 9	Unnamed: 10	Unnamed: 11	Unnamed: 12	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 18	Unnamed: 19	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23	Unnamed: 25	Unnamed: 26	Unnamed: 27	Unnamed: 28	Unnamed: 29	Unnamed: 30	Unnamed: 31	Unnamed: 32	Unnamed: 33	Unnamed: 34	Unnamed: 35	Unnamed: 36	Unnamed: 37	Unnamed: 38	Unnamed: 39	Unnamed: 40	Unnamed: 41	Unnamed: 42	Unnamed: 43	Unnamed: 44	Unnamed: 45	Unnamed: 46	Unnamed: 47	Unnamed: 48	Unnamed: 49	Unnamed: 50	Unnamed: 51	Unnamed: 52	Unnamed: 53	Unnamed: 54	Unnamed: 55	Unnamed: 56	Unnamed: 57	Unnamed: 58	Unnamed: 59	Unnamed: 60	Unnamed: 61	Unnamed: 62	Unnamed: 63	Unnamed: 64	Unnamed: 65	Unnamed: 66	Unnamed: 67	Unnamed: 68	Unnamed: 70	참고사항	Unnamed: 73	Unnamed: 74	Unnamed: 75
346	8호선	2821	복정	18	6	10	8	1	1	1	1	1	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	2	1	0	0	1	1	1	1	0	0	0	1	1	0	1	1	1	<NA>	0
347	8호선	2822	산성	24	9	18	13	1	0	3	0	1	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	2	1	0	0	1	2	1	1	0	0	0	1	1	0	1	1	1	<NA>	0
348	8호선	2823	남한산성입구	24	10	18	13	2	1	3	1	2	0	0	0	0	0	0	0	1	2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	2	1	0	0	1	2	1	1	0	0	0	1	1	0	1	1	1	<NA>	0
349	8호선	2824	단대오거리	27	12	21	15	2	1	3	2	2	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	1	1	3	1	0	0	1	2	1	1	0	0	0	1	1	0	1	1	1	<NA>	0
350	8호선	2825	신흥	17	5	9	6	1	1	3	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	2	1	0	0	1	2	1	1	0	0	0	1	1	0	1	1	1	<NA>	0
351	8호선	2826	수진	20	7	13	9	1	1	3	0	1	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	2	1	0	0	1	2	1	1	0	0	0	1	1	0	1	1	1	<NA>	0
352	8호선	2827	모란	20	7	12	8	1	1	2	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	1	1	2	1	0	0	1	2	1	1	0	1	1	1	1	0	1	1	1	<NA>	0
353	8호선	<NA>	모란기지	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	6	0	0	<NA>	0
354	8호선	17	8호선 소계	429	162	299	212	26	12	51	13	26	0	0	0	0	0	0	0	17	21	17	0	0	0	0	0	1	5	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	1	1	3	3	0	9	15	17	39	20	3	1	20	32	19	17	1	2	2	17	18	0	29	18	17	<NA>	0
355	연신내제외	156역	호선별 합계	4688	2059	3146	2486	173	43	385	42	173	67	6	408	341	17	10	10	111	136	111	68	68	2	5	2	1	5	1	21	69	21	6	6	5	5	1	3	1	5	9	5	12	12	7	7	29	29	5	43	170	156	440	223	86	15	198	277	186	156	32	15	15	158	174	1	256	175	173	<NA>	7

Most frequently occurring

	Unnamed: 0	Unnamed: 1	Unnamed: 2	Unnamed: 3	Unnamed: 4	Unnamed: 5	Unnamed: 6	Unnamed: 7	Unnamed: 8	Unnamed: 9	Unnamed: 10	Unnamed: 11	Unnamed: 12	Unnamed: 13	Unnamed: 14	Unnamed: 15	Unnamed: 16	Unnamed: 17	Unnamed: 18	Unnamed: 19	Unnamed: 20	Unnamed: 21	Unnamed: 22	Unnamed: 23	Unnamed: 24	Unnamed: 25	Unnamed: 26	Unnamed: 27	Unnamed: 28	Unnamed: 29	Unnamed: 30	Unnamed: 31	Unnamed: 32	Unnamed: 33	Unnamed: 34	Unnamed: 35	Unnamed: 36	Unnamed: 37	Unnamed: 38	Unnamed: 39	Unnamed: 40	Unnamed: 41	Unnamed: 42	Unnamed: 43	Unnamed: 44	Unnamed: 45	Unnamed: 46	Unnamed: 47	Unnamed: 48	Unnamed: 49	Unnamed: 50	Unnamed: 51	Unnamed: 52	Unnamed: 53	Unnamed: 54	Unnamed: 55	Unnamed: 56	Unnamed: 57	Unnamed: 58	Unnamed: 59	Unnamed: 60	Unnamed: 61	Unnamed: 62	Unnamed: 63	Unnamed: 64	Unnamed: 65	Unnamed: 66	Unnamed: 67	Unnamed: 68	Unnamed: 69	Unnamed: 70	Unnamed: 71	참고사항	Unnamed: 73	Unnamed: 74	Unnamed: 75	# duplicates
0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Control

Close Punctuation

Other Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Control

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values

Length

Common Values

Length

Common Values

Length

Common Values

Length

Common Values

Length