gimi9 Pandas Profiling

Dataset statistics

Number of variables	27
Number of observations	1376
Missing cells	3227
Missing cells (%)	8.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	293.1 KiB
Average record size in memory	218.1 B

Variable types

Numeric	1
Text	12
DateTime	4
Categorical	9
Unsupported	1

Dataset

Description	KOTRA의 2019년도 2분기 기준 해외 유망프로젝트 정보에 대한 데이터로 프로젝트명, 국가명, 프로젝트 규모, 발주처명 등의 정보를 제공
Author	대한무역투자진흥공사
URL	https://www.data.go.kr/data/15048867/fileData.do

Alerts

`문의사항링크` has constant value ""	Constant
`관련문서` has constant value ""	Constant
`등록일시` has constant value ""	Constant
`수정일시` has constant value ""	Constant
`중분류명` is highly imbalanced (69.8%)	Imbalance
`프로젝트소스` is highly imbalanced (69.8%)	Imbalance
`소분류명` has 840 (61.0%) missing values	Missing
`해외발주처명` has 219 (15.9%) missing values	Missing
`입찰예정일자` has 27 (2.0%) missing values	Missing
`규모금액(백만불)` has 25 (1.8%) missing values	Missing
`홈페이지` has 1376 (100.0%) missing values	Missing
`무역관의견` has 61 (4.4%) missing values	Missing
`자료원` has 654 (47.5%) missing values	Missing
`연번` has unique values	Unique
`프로젝트번호` has unique values	Unique
`홈페이지` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-12-12 07:00:37.777684
Analysis finished	2023-12-12 07:00:40.738323
Duration	2.96 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연번
Real number (ℝ)

UNIQUE

Distinct	1376
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	688.5

Minimum	1
Maximum	1376
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.2 KiB

Quantile statistics

Minimum	1
5-th percentile	69.75
Q1	344.75
median	688.5
Q3	1032.25
95-th percentile	1307.25
Maximum	1376
Range	1375
Interquartile range (IQR)	687.5

Descriptive statistics

Standard deviation	397.3613
Coefficient of variation (CV)	0.57714059
Kurtosis	-1.2
Mean	688.5
Median Absolute Deviation (MAD)	344
Skewness	0
Sum	947376
Variance	157896
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
916	1	0.1%
924	1	0.1%
923	1	0.1%
922	1	0.1%
921	1	0.1%
920	1	0.1%
919	1	0.1%
918	1	0.1%
917	1	0.1%
Other values (1366)	1366	99.3%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
1376	1	0.1%
1375	1	0.1%
1374	1	0.1%
1373	1	0.1%
1372	1	0.1%
1371	1	0.1%
1370	1	0.1%
1369	1	0.1%
1368	1	0.1%
1367	1	0.1%

프로젝트번호
Text

UNIQUE

Distinct	1376
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

Length

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

Characters and Unicode

Total characters	13760
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	1376 ?
Unique (%)	100.0%

Sample

1st row	2017-01125
2nd row	2017-01103
3rd row	2017-01074
4th row	2017-01036
5th row	2017-00775

Value	Count	Frequency (%)
2017-01125	1	0.1%
2013-00145	1	0.1%
2013-00134	1	0.1%
2013-00138	1	0.1%
2013-00139	1	0.1%
2013-00140	1	0.1%
2013-00141	1	0.1%
2013-00142	1	0.1%
2013-00143	1	0.1%
2013-00129	1	0.1%
Other values (1366)	1366	99.3%

Most occurring characters

Value	Count	Frequency (%)
0	4577	33.3%
2	2095	15.2%
1	2000	14.5%
-	1376	10.0%
3	935	6.8%
4	775	5.6%
5	538	3.9%
6	527	3.8%
7	380	2.8%
8	292	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12384	90.0%
Dash Punctuation	1376	10.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4577	37.0%
2	2095	16.9%
1	2000	16.1%
3	935	7.6%
4	775	6.3%
5	538	4.3%
6	527	4.3%
7	380	3.1%
8	292	2.4%
9	265	2.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1376	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13760	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4577	33.3%
2	2095	15.2%
1	2000	14.5%
-	1376	10.0%
3	935	6.8%
4	775	5.6%
5	538	3.9%
6	527	3.8%
7	380	2.8%
8	292	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13760	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4577	33.3%
2	2095	15.2%
1	2000	14.5%
-	1376	10.0%
3	935	6.8%
4	775	5.6%
5	538	3.9%
6	527	3.8%
7	380	2.8%
8	292	2.1%

프로젝트명
Text

Distinct	1363
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

Length

Max length	195
Median length	113
Mean length	36.735465
Min length	3

Characters and Unicode

Total characters	50548
Distinct characters	738
Distinct categories	12 ?
Distinct scripts	5 ?
Distinct blocks	7 ?

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

Unique

Unique	1350 ?
Unique (%)	98.1%

Sample

1st row	105 MW Gabral-Kelam hydro power project
2nd row	Capacity Enhancement Of Chitral Hydel Power Station
3rd row	Construction of Rajanpur DG Khan Section(N-55) as 4-Lane Highway
4th row	Shyok Dam Multipurpose Project
5th row	Sindh E-Government Cloud Application

Value	Count	Frequency (%)
프로젝트	473	5.6%
project	219	2.6%
건설	178	2.1%
of	169	2.0%
and	112	1.3%
	95	1.1%
power	86	1.0%
및	83	1.0%
plant	70	0.8%
for	64	0.8%
Other values (3515)	6866	81.6%

Most occurring characters

Value	Count	Frequency (%)
	7079	14.0%
a	2450	4.8%
e	2372	4.7%
o	2013	4.0%
t	1999	4.0%
n	1991	3.9%
r	1924	3.8%
i	1647	3.3%
l	958	1.9%
s	956	1.9%
Other values (728)	27159	53.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	22439	44.4%
Other Letter	12212	24.2%
Space Separator	7080	14.0%
Uppercase Letter	6409	12.7%
Decimal Number	960	1.9%
Open Punctuation	428	0.8%
Close Punctuation	426	0.8%
Other Punctuation	339	0.7%
Dash Punctuation	237	0.5%
Math Symbol	11	< 0.1%
Other values (2)	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
트	652	5.3%
로	633	5.2%
프	575	4.7%
젝	542	4.4%
설	293	2.4%
건	255	2.1%
시	243	2.0%
전	233	1.9%
스	227	1.9%
리	209	1.7%
Other values (637)	8350	68.4%

Lowercase Letter

Value	Count	Frequency (%)
a	2450	10.9%
e	2372	10.6%
o	2013	9.0%
t	1999	8.9%
n	1991	8.9%
r	1924	8.6%
i	1647	7.3%
l	958	4.3%
s	956	4.3%
c	844	3.8%
Other values (17)	5285	23.6%

Uppercase Letter

Value	Count	Frequency (%)
P	818	12.8%
S	562	8.8%
C	439	6.8%
T	438	6.8%
A	406	6.3%
I	364	5.7%
E	349	5.4%
M	341	5.3%
R	319	5.0%
N	264	4.1%
Other values (17)	2109	32.9%

Decimal Number

Value	Count	Frequency (%)
0	231	24.1%
2	218	22.7%
1	170	17.7%
3	91	9.5%
6	68	7.1%
5	64	6.7%
4	63	6.6%
8	28	2.9%
7	18	1.9%
9	8	0.8%

Other Punctuation

Value	Count	Frequency (%)
,	168	49.6%
/	49	14.5%
&	46	13.6%
.	38	11.2%
:	26	7.7%
*	5	1.5%
'	3	0.9%
、	2	0.6%
·	2	0.6%

Open Punctuation

Value	Count	Frequency (%)
(	310	72.4%
[	111	25.9%
（	5	1.2%
【	2	0.5%

Close Punctuation

Value	Count	Frequency (%)
)	306	71.8%
]	112	26.3%
）	7	1.6%
】	1	0.2%

Math Symbol

Value	Count	Frequency (%)
~	7	63.6%
∼	2	18.2%
+	1	9.1%
×	1	9.1%

Space Separator

Value	Count	Frequency (%)
	7079	> 99.9%
	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	237	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	4	100.0%

Final Punctuation

Value	Count	Frequency (%)
”	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28846	57.1%
Hangul	11949	23.6%
Common	9488	18.8%
Han	263	0.5%
Cyrillic	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
트	652	5.5%
로	633	5.3%
프	575	4.8%
젝	542	4.5%
설	293	2.5%
건	255	2.1%
시	243	2.0%
전	233	1.9%
스	227	1.9%
리	209	1.7%
Other values (498)	8087	67.7%

Han

Value	Count	Frequency (%)
市	16	6.1%
目	13	4.9%
州	11	4.2%
山	9	3.4%
理	9	3.4%
省	8	3.0%
水	7	2.7%
化	7	2.7%
西	5	1.9%
中	5	1.9%
Other values (129)	173	65.8%

Latin

Value	Count	Frequency (%)
a	2450	8.5%
e	2372	8.2%
o	2013	7.0%
t	1999	6.9%
n	1991	6.9%
r	1924	6.7%
i	1647	5.7%
l	958	3.3%
s	956	3.3%
c	844	2.9%
Other values (43)	11692	40.5%

Common

Value	Count	Frequency (%)
	7079	74.6%
(	310	3.3%
)	306	3.2%
-	237	2.5%
0	231	2.4%
2	218	2.3%
1	170	1.8%
,	168	1.8%
]	112	1.2%
[	111	1.2%
Other values (27)	546	5.8%

Cyrillic

Value	Count	Frequency (%)
С	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38302	75.8%
Hangul	11949	23.6%
CJK	263	0.5%
None	23	< 0.1%
Punctuation	7	< 0.1%
Cyrillic	2	< 0.1%
Math Operators	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7079	18.5%
a	2450	6.4%
e	2372	6.2%
o	2013	5.3%
t	1999	5.2%
n	1991	5.2%
r	1924	5.0%
i	1647	4.3%
l	958	2.5%
s	956	2.5%
Other values (67)	14913	38.9%

Hangul

Value	Count	Frequency (%)
트	652	5.5%
로	633	5.3%
프	575	4.8%
젝	542	4.5%
설	293	2.5%
건	255	2.1%
시	243	2.0%
전	233	1.9%
스	227	1.9%
리	209	1.7%
Other values (498)	8087	67.7%

CJK

Value	Count	Frequency (%)
市	16	6.1%
目	13	4.9%
州	11	4.2%
山	9	3.4%
理	9	3.4%
省	8	3.0%
水	7	2.7%
化	7	2.7%
西	5	1.9%
中	5	1.9%
Other values (129)	173	65.8%

None

Value	Count	Frequency (%)
）	7	30.4%
（	5	21.7%
【	2	8.7%
、	2	8.7%
·	2	8.7%
ł	1	4.3%
	1	4.3%
×	1	4.3%
３	1	4.3%
】	1	4.3%

Punctuation

Value	Count	Frequency (%)
“	4	57.1%
”	3	42.9%

Cyrillic

Value	Count	Frequency (%)
С	2	100.0%

Math Operators

Value	Count	Frequency (%)
∼	2	100.0%

등록일자
Date

Distinct	652
Distinct (%)	47.4%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

Minimum	2011-01-31 00:00:00
Maximum	2017-11-17 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

국가명
Text

Distinct	91
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

Length

Max length	8
Median length	7
Mean length	3.3655523
Min length	2

Characters and Unicode

Total characters	4631
Distinct characters	123
Distinct categories	1 ?
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	18 ?
Unique (%)	1.3%

Sample

1st row	파키스탄
2nd row	파키스탄
3rd row	파키스탄
4th row	파키스탄
5th row	파키스탄

Value	Count	Frequency (%)
중국	203	14.8%
인도	93	6.8%
베트남	91	6.6%
러시아연방	88	6.4%
브라질	50	3.6%
카자흐스탄	41	3.0%
파키스탄	40	2.9%
멕시코	34	2.5%
폴란드	34	2.5%
아르헨티나	30	2.2%
Other values (81)	672	48.8%

Most occurring characters

Value	Count	Frequency (%)
아	314	6.8%
국	248	5.4%
중	203	4.4%
시	184	4.0%
리	161	3.5%
라	158	3.4%
스	155	3.3%
도	146	3.2%
이	130	2.8%
트	128	2.8%
Other values (113)	2804	60.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4631	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
아	314	6.8%
국	248	5.4%
중	203	4.4%
시	184	4.0%
리	161	3.5%
라	158	3.4%
스	155	3.3%
도	146	3.2%
이	130	2.8%
트	128	2.8%
Other values (113)	2804	60.5%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4631	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
아	314	6.8%
국	248	5.4%
중	203	4.4%
시	184	4.0%
리	161	3.5%
라	158	3.4%
스	155	3.3%
도	146	3.2%
이	130	2.8%
트	128	2.8%
Other values (113)	2804	60.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4631	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
아	314	6.8%
국	248	5.4%
중	203	4.4%
시	184	4.0%
리	161	3.5%
라	158	3.4%
스	155	3.3%
도	146	3.2%
이	130	2.8%
트	128	2.8%
Other values (113)	2804	60.5%

중분류명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

프로젝트	1162
IT사업단	196
공공조달	14
지식서비스사업단	3
기후변화사업팀	1

Length

Max length	8
Median length	4
Mean length	4.153343
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	프로젝트
2nd row	프로젝트
3rd row	프로젝트
4th row	프로젝트
5th row	IT사업단

Common Values

Value	Count	Frequency (%)
프로젝트	1162	84.4%
IT사업단	196	14.2%
공공조달	14	1.0%
지식서비스사업단	3	0.2%
기후변화사업팀	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
프로젝트	1162	84.4%
it사업단	196	14.2%
공공조달	14	1.0%
지식서비스사업단	3	0.2%
기후변화사업팀	1	0.1%

소분류명
Text

MISSING

Distinct	60
Distinct (%)	11.2%
Missing	840
Missing (%)	61.0%
Memory size	10.9 KiB

Length

Max length	13
Median length	11
Mean length	7.5802239
Min length	2

Characters and Unicode

Total characters	4063
Distinct characters	111
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	9 ?
Unique (%)	1.7%

Sample

1st row	발전(수력)
2nd row	발전(수력)
3rd row	토목(도로)
4th row	발전(수력)
5th row	IT

Value	Count	Frequency (%)
신재생(태양광	72	13.3%
신재생(풍력	43	8.0%
환경(하수처리장	37	6.9%
발전(화력발전	31	5.7%
토목(도로	29	5.4%
발전(수력	25	4.6%
신재생(바이오매스	20	3.7%
산업(석유화학	19	3.5%
건축(주택	18	3.3%
환경(특수폐기물	17	3.1%
Other values (51)	229	42.4%

Most occurring characters

Value	Count	Frequency (%)
)	512	12.6%
(	512	12.6%
신	161	4.0%
생	157	3.9%
재	157	3.9%
전	151	3.7%
력	141	3.5%
수	135	3.3%
경	117	2.9%
환	116	2.9%
Other values (101)	1904	46.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2987	73.5%
Close Punctuation	512	12.6%
Open Punctuation	512	12.6%
Uppercase Letter	44	1.1%
Other Punctuation	4	0.1%
Space Separator	4	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
신	161	5.4%
생	157	5.3%
재	157	5.3%
전	151	5.1%
력	141	4.7%
수	135	4.5%
경	117	3.9%
환	116	3.9%
발	106	3.5%
토	77	2.6%
Other values (89)	1669	55.9%

Uppercase Letter

Value	Count	Frequency (%)
I	8	18.2%
S	8	18.2%
T	8	18.2%
E	6	13.6%
L	6	13.6%
D	4	9.1%
G	2	4.5%
N	2	4.5%

Close Punctuation

Value	Count	Frequency (%)
)	512	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	512	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2987	73.5%
Common	1032	25.4%
Latin	44	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
신	161	5.4%
생	157	5.3%
재	157	5.3%
전	151	5.1%
력	141	4.7%
수	135	4.5%
경	117	3.9%
환	116	3.9%
발	106	3.5%
토	77	2.6%
Other values (89)	1669	55.9%

Latin

Value	Count	Frequency (%)
I	8	18.2%
S	8	18.2%
T	8	18.2%
E	6	13.6%
L	6	13.6%
D	4	9.1%
G	2	4.5%
N	2	4.5%

Common

Value	Count	Frequency (%)
)	512	49.6%
(	512	49.6%
,	4	0.4%
	4	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2987	73.5%
ASCII	1076	26.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
)	512	47.6%
(	512	47.6%
I	8	0.7%
S	8	0.7%
T	8	0.7%
E	6	0.6%
L	6	0.6%
,	4	0.4%
D	4	0.4%
	4	0.4%
Other values (2)	4	0.4%

Hangul

Value	Count	Frequency (%)
신	161	5.4%
생	157	5.3%
재	157	5.3%
전	151	5.1%
력	141	4.7%
수	135	4.5%
경	117	3.9%
환	116	3.9%
발	106	3.5%
토	77	2.6%
Other values (89)	1669	55.9%

현장위치
Text

Distinct	1230
Distinct (%)	89.4%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

Length

Max length	200
Median length	80
Mean length	18.702762
Min length	1

Characters and Unicode

Total characters	25735
Distinct characters	614
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	7 ?

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

Unique

Unique	1136 ?
Unique (%)	82.6%

Sample

1st row	Swat, Khyber Pakhtunkhwa
2nd row	Chitral, KPK
3rd row	DG Khan-Peshawar
4th row	Gilgit Baltistan
5th row	Karachi, Pakistan

Value	Count	Frequency (%)
city	55	1.3%
of	52	1.2%
province	52	1.2%
주	47	1.1%
지역	47	1.1%
	45	1.1%
러시아	38	0.9%
district	37	0.9%
and	33	0.8%
vietnam	30	0.7%
Other values (2245)	3816	89.7%

Most occurring characters

Value	Count	Frequency (%)
	2894	11.2%
a	2131	8.3%
n	1257	4.9%
i	1218	4.7%
o	941	3.7%
e	927	3.6%
r	871	3.4%
t	792	3.1%
,	572	2.2%
h	537	2.1%
Other values (604)	13595	52.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	12921	50.2%
Other Letter	5790	22.5%
Space Separator	2894	11.2%
Uppercase Letter	2749	10.7%
Other Punctuation	647	2.5%
Open Punctuation	217	0.8%
Close Punctuation	217	0.8%
Decimal Number	192	0.7%
Dash Punctuation	103	0.4%
Final Punctuation	3	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	328	5.7%
아	160	2.8%
주	143	2.5%
라	139	2.4%
스	139	2.4%
이	129	2.2%
부	111	1.9%
지	106	1.8%
성	105	1.8%
리	103	1.8%
Other values (525)	4327	74.7%

Lowercase Letter

Value	Count	Frequency (%)
a	2131	16.5%
n	1257	9.7%
i	1218	9.4%
o	941	7.3%
e	927	7.2%
r	871	6.7%
t	792	6.1%
h	537	4.2%
u	507	3.9%
s	501	3.9%
Other values (17)	3239	25.1%

Uppercase Letter

Value	Count	Frequency (%)
A	248	9.0%
S	220	8.0%
P	218	7.9%
C	185	6.7%
M	176	6.4%
B	174	6.3%
T	165	6.0%
K	161	5.9%
N	134	4.9%
D	131	4.8%
Other values (16)	937	34.1%

Decimal Number

Value	Count	Frequency (%)
0	51	26.6%
1	35	18.2%
2	22	11.5%
3	17	8.9%
4	16	8.3%
5	13	6.8%
6	13	6.8%
8	13	6.8%
7	8	4.2%
9	4	2.1%

Other Punctuation

Value	Count	Frequency (%)
,	572	88.4%
.	41	6.3%
&	17	2.6%
/	8	1.2%
:	7	1.1%
#	1	0.2%
;	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	211	97.2%
（	6	2.8%

Close Punctuation

Value	Count	Frequency (%)
)	210	96.8%
）	7	3.2%

Space Separator

Value	Count	Frequency (%)
	2894	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	103	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	3	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15671	60.9%
Hangul	5503	21.4%
Common	4274	16.6%
Han	287	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	328	6.0%
아	160	2.9%
주	143	2.6%
라	139	2.5%
스	139	2.5%
이	129	2.3%
부	111	2.0%
지	106	1.9%
성	105	1.9%
리	103	1.9%
Other values (419)	4040	73.4%

Han

Value	Count	Frequency (%)
市	43	15.0%
州	41	14.3%
省	22	7.7%
南	10	3.5%
湖	10	3.5%
山	9	3.1%
江	7	2.4%
北	6	2.1%
中	6	2.1%
西	5	1.7%
Other values (96)	128	44.6%

Latin

Value	Count	Frequency (%)
a	2131	13.6%
n	1257	8.0%
i	1218	7.8%
o	941	6.0%
e	927	5.9%
r	871	5.6%
t	792	5.1%
h	537	3.4%
u	507	3.2%
s	501	3.2%
Other values (44)	5989	38.2%

Common

Value	Count	Frequency (%)
	2894	67.7%
,	572	13.4%
(	211	4.9%
)	210	4.9%
-	103	2.4%
0	51	1.2%
.	41	1.0%
1	35	0.8%
2	22	0.5%
&	17	0.4%
Other values (15)	118	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19925	77.4%
Hangul	5503	21.4%
CJK	286	1.1%
None	16	0.1%
Punctuation	3	< 0.1%
Number Forms	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2894	14.5%
a	2131	10.7%
n	1257	6.3%
i	1218	6.1%
o	941	4.7%
e	927	4.7%
r	871	4.4%
t	792	4.0%
,	572	2.9%
h	537	2.7%
Other values (64)	7785	39.1%

Hangul

Value	Count	Frequency (%)
시	328	6.0%
아	160	2.9%
주	143	2.6%
라	139	2.5%
스	139	2.5%
이	129	2.3%
부	111	2.0%
지	106	1.9%
성	105	1.9%
리	103	1.9%
Other values (419)	4040	73.4%

CJK

Value	Count	Frequency (%)
市	43	15.0%
州	41	14.3%
省	22	7.7%
南	10	3.5%
湖	10	3.5%
山	9	3.1%
江	7	2.4%
北	6	2.1%
中	6	2.1%
西	5	1.7%
Other values (95)	127	44.4%

None

Value	Count	Frequency (%)
）	7	43.8%
（	6	37.5%
ł	3	18.8%

Punctuation

Value	Count	Frequency (%)
’	3	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
臨	1	100.0%

해외발주처명
Text

MISSING

Distinct	960
Distinct (%)	83.0%
Missing	219
Missing (%)	15.9%
Memory size	10.9 KiB

Length

Max length	50
Median length	32
Mean length	26.362143
Min length	3

Characters and Unicode

Total characters	30501
Distinct characters	331
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	834 ?
Unique (%)	72.1%

Sample

1st row	Energy & Power Department, Government of KPK
2nd row	WAPDA(Water & Power Development)
3rd row	National Highway Authority
4th row	WAPDA(Water & Power Development)
5th row	Ministry of Information Technology Govt of Sindh

Value	Count	Frequency (%)
of	179	4.3%
ministry	89	2.1%
	83	2.0%
ltd	78	1.9%
and	66	1.6%
de	63	1.5%
development	58	1.4%
energy	54	1.3%
co	51	1.2%
power	48	1.1%
Other values (1568)	3414	81.6%

Most occurring characters

Value	Count	Frequency (%)
	3040	10.0%
n	2085	6.8%
e	1902	6.2%
o	1787	5.9%
a	1783	5.8%
i	1744	5.7%
t	1625	5.3%
r	1571	5.2%
s	699	2.3%
l	683	2.2%
Other values (321)	13582	44.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	19013	62.3%
Uppercase Letter	6505	21.3%
Space Separator	3040	10.0%
Other Letter	1033	3.4%
Other Punctuation	465	1.5%
Open Punctuation	179	0.6%
Close Punctuation	173	0.6%
Dash Punctuation	46	0.2%
Decimal Number	41	0.1%
Initial Punctuation	2	< 0.1%
Other values (3)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	41	4.0%
공	36	3.5%
사	34	3.3%
시	26	2.5%
통	22	2.1%
전	20	1.9%
청	17	1.6%
유	16	1.5%
정	16	1.5%
자	16	1.5%
Other values (244)	789	76.4%

Lowercase Letter

Value	Count	Frequency (%)
n	2085	11.0%
e	1902	10.0%
o	1787	9.4%
a	1783	9.4%
i	1744	9.2%
t	1625	8.5%
r	1571	8.3%
s	699	3.7%
l	683	3.6%
d	588	3.1%
Other values (17)	4546	23.9%

Uppercase Letter

Value	Count	Frequency (%)
E	584	9.0%
C	583	9.0%
A	561	8.6%
P	449	6.9%
S	429	6.6%
T	395	6.1%
M	365	5.6%
I	365	5.6%
N	343	5.3%
L	320	4.9%
Other values (16)	2111	32.5%

Other Punctuation

Value	Count	Frequency (%)
.	252	54.2%
,	118	25.4%
&	77	16.6%
:	9	1.9%
/	6	1.3%
'	2	0.4%
，	1	0.2%

Decimal Number

Value	Count	Frequency (%)
1	12	29.3%
3	8	19.5%
0	8	19.5%
6	6	14.6%
2	5	12.2%
8	2	4.9%

Open Punctuation

Value	Count	Frequency (%)
(	177	98.9%
（	2	1.1%

Close Punctuation

Value	Count	Frequency (%)
)	171	98.8%
）	2	1.2%

Final Punctuation

Value	Count	Frequency (%)
”	1	50.0%
’	1	50.0%

Space Separator

Value	Count	Frequency (%)
	3040	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	46	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	2	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	25518	83.7%
Common	3950	13.0%
Hangul	901	3.0%
Han	132	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	41	4.6%
공	36	4.0%
사	34	3.8%
시	26	2.9%
통	22	2.4%
전	20	2.2%
청	17	1.9%
유	16	1.8%
정	16	1.8%
자	16	1.8%
Other values (175)	657	72.9%

Han

Value	Count	Frequency (%)
公	13	9.8%
司	12	9.1%
有	12	9.1%
限	12	9.1%
技	6	4.5%
科	5	3.8%
上	3	2.3%
集	3	2.3%
海	3	2.3%
市	2	1.5%
Other values (59)	61	46.2%

Latin

Value	Count	Frequency (%)
n	2085	8.2%
e	1902	7.5%
o	1787	7.0%
a	1783	7.0%
i	1744	6.8%
t	1625	6.4%
r	1571	6.2%
s	699	2.7%
l	683	2.7%
d	588	2.3%
Other values (43)	11051	43.3%

Common

Value	Count	Frequency (%)
	3040	77.0%
.	252	6.4%
(	177	4.5%
)	171	4.3%
,	118	3.0%
&	77	1.9%
-	46	1.2%
1	12	0.3%
:	9	0.2%
3	8	0.2%
Other values (14)	40	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29456	96.6%
Hangul	901	3.0%
CJK	131	0.4%
None	8	< 0.1%
Punctuation	4	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3040	10.3%
n	2085	7.1%
e	1902	6.5%
o	1787	6.1%
a	1783	6.1%
i	1744	5.9%
t	1625	5.5%
r	1571	5.3%
s	699	2.4%
l	683	2.3%
Other values (60)	12537	42.6%

Hangul

Value	Count	Frequency (%)
부	41	4.6%
공	36	4.0%
사	34	3.8%
시	26	2.9%
통	22	2.4%
전	20	2.2%
청	17	1.9%
유	16	1.8%
정	16	1.8%
자	16	1.8%
Other values (175)	657	72.9%

CJK

Value	Count	Frequency (%)
公	13	9.9%
司	12	9.2%
有	12	9.2%
限	12	9.2%
技	6	4.6%
科	5	3.8%
上	3	2.3%
集	3	2.3%
海	3	2.3%
市	2	1.5%
Other values (58)	60	45.8%

None

Value	Count	Frequency (%)
ł	3	37.5%
（	2	25.0%
）	2	25.0%
，	1	12.5%

Punctuation

Value	Count	Frequency (%)
“	2	50.0%
”	1	25.0%
’	1	25.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
遼	1	100.0%

프로젝트단계명
Categorical

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

계획	669
세부계획	317
F/S	149
입찰	126
PQ	101

Length

Max length	6
Median length	2
Mean length	2.6097384
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F/S
2nd row	세부계획
3rd row	세부계획
4th row	입찰
5th row	세부계획

Common Values

Value	Count	Frequency (%)
계획	669	48.6%
세부계획	317	23.0%
F/S	149	10.8%
입찰	126	9.2%
PQ	101	7.3%
계약(착공)	14	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
계획	669	48.6%
세부계획	317	23.0%
f/s	149	10.8%
입찰	126	9.2%
pq	101	7.3%
계약(착공	14	1.0%

발주방식
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

국제입찰	988
수의계약	206
기타	182

Length

Max length	4
Median length	4
Mean length	3.7354651
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	국제입찰
2nd row	국제입찰
3rd row	국제입찰
4th row	국제입찰
5th row	국제입찰

Common Values

Value	Count	Frequency (%)
국제입찰	988	71.8%
수의계약	206	15.0%
기타	182	13.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국제입찰	988	71.8%
수의계약	206	15.0%
기타	182	13.2%

사업자선정방식
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

최저가격	624
기타	531
기술심사	221

Length

Max length	4
Median length	4
Mean length	3.2281977
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	최저가격
2nd row	최저가격
3rd row	최저가격
4th row	최저가격
5th row	기술심사

Common Values

Value	Count	Frequency (%)
최저가격	624	45.3%
기타	531	38.6%
기술심사	221	16.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
최저가격	624	45.3%
기타	531	38.6%
기술심사	221	16.1%

입찰예정일자
Date

MISSING

Distinct	544
Distinct (%)	40.3%
Missing	27
Missing (%)	2.0%
Memory size	10.9 KiB

Minimum	2009-01-01 00:00:00
Maximum	2018-10-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

재원조달
Text

Distinct	736
Distinct (%)	53.6%
Missing	4
Missing (%)	0.3%
Memory size	10.9 KiB

Length

Max length	132
Median length	100
Mean length	13.555394
Min length	2

Characters and Unicode

Total characters	18598
Distinct characters	370
Distinct categories	14 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	645 ?
Unique (%)	47.0%

Sample

1st row	World Bank(잠정)
2nd row	AFD(France)
3rd row	Government of Pakistan(10%), Asian Development Bank(Expected)
4th row	파키스탄 정부(30%), 나머지는 미정
5th row	Government of Sindh

Value	Count	Frequency (%)
발주자펀딩	204	5.6%
펀딩	154	4.2%
발주자	140	3.8%
	89	2.4%
및	80	2.2%
발주처	79	2.2%
adb	74	2.0%
투자유치	71	2.0%
합작투자	55	1.5%
자체	52	1.4%
Other values (1068)	2641	72.6%

Most occurring characters

Value	Count	Frequency (%)
	2270	12.2%
자	960	5.2%
n	681	3.7%
발	569	3.1%
주	562	3.0%
a	488	2.6%
펀	485	2.6%
딩	463	2.5%
e	427	2.3%
t	401	2.2%
Other values (360)	11292	60.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7694	41.4%
Lowercase Letter	4743	25.5%
Space Separator	2271	12.2%
Uppercase Letter	2107	11.3%
Other Punctuation	547	2.9%
Decimal Number	518	2.8%
Open Punctuation	276	1.5%
Close Punctuation	274	1.5%
Math Symbol	107	0.6%
Dash Punctuation	36	0.2%
Other values (4)	25	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
자	960	12.5%
발	569	7.4%
주	562	7.3%
펀	485	6.3%
딩	463	6.0%
투	300	3.9%
부	210	2.7%
정	198	2.6%
기	192	2.5%
금	178	2.3%
Other values (280)	3577	46.5%

Lowercase Letter

Value	Count	Frequency (%)
n	681	14.4%
a	488	10.3%
e	427	9.0%
t	401	8.5%
i	371	7.8%
r	331	7.0%
o	330	7.0%
d	204	4.3%
l	191	4.0%
u	164	3.5%
Other values (16)	1155	24.4%

Uppercase Letter

Value	Count	Frequency (%)
P	295	14.0%
B	270	12.8%
D	224	10.6%
A	220	10.4%
E	141	6.7%
I	127	6.0%
F	120	5.7%
O	117	5.6%
C	99	4.7%
U	89	4.2%
Other values (14)	405	19.2%

Decimal Number

Value	Count	Frequency (%)
0	183	35.3%
5	67	12.9%
1	57	11.0%
2	49	9.5%
8	47	9.1%
3	39	7.5%
7	32	6.2%
4	20	3.9%
6	16	3.1%
9	8	1.5%

Other Punctuation

Value	Count	Frequency (%)
,	221	40.4%
%	157	28.7%
/	100	18.3%
.	26	4.8%
:	23	4.2%
&	10	1.8%
;	8	1.5%
：	2	0.4%

Space Separator

Value	Count	Frequency (%)
	2270	> 99.9%
	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
+	105	98.1%
~	2	1.9%

Final Punctuation

Value	Count	Frequency (%)
’	5	83.3%
”	1	16.7%

Open Punctuation

Value	Count	Frequency (%)
(	276	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	274	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	36	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	17	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7694	41.4%
Latin	6850	36.8%
Common	4054	21.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
자	960	12.5%
발	569	7.4%
주	562	7.3%
펀	485	6.3%
딩	463	6.0%
투	300	3.9%
부	210	2.7%
정	198	2.6%
기	192	2.5%
금	178	2.3%
Other values (280)	3577	46.5%

Latin

Value	Count	Frequency (%)
n	681	9.9%
a	488	7.1%
e	427	6.2%
t	401	5.9%
i	371	5.4%
r	331	4.8%
o	330	4.8%
P	295	4.3%
B	270	3.9%
D	224	3.3%
Other values (40)	3032	44.3%

Common

Value	Count	Frequency (%)
	2270	56.0%
(	276	6.8%
)	274	6.8%
,	221	5.5%
0	183	4.5%
%	157	3.9%
+	105	2.6%
/	100	2.5%
5	67	1.7%
1	57	1.4%
Other values (20)	344	8.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10894	58.6%
Hangul	7694	41.4%
Punctuation	7	< 0.1%
None	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2270	20.8%
n	681	6.3%
a	488	4.5%
e	427	3.9%
t	401	3.7%
i	371	3.4%
r	331	3.0%
o	330	3.0%
P	295	2.7%
(	276	2.5%
Other values (65)	5024	46.1%

Hangul

Value	Count	Frequency (%)
자	960	12.5%
발	569	7.4%
주	562	7.3%
펀	485	6.3%
딩	463	6.0%
투	300	3.9%
부	210	2.7%
정	198	2.6%
기	192	2.5%
금	178	2.3%
Other values (280)	3577	46.5%

Punctuation

Value	Count	Frequency (%)
’	5	71.4%
“	1	14.3%
”	1	14.3%

None

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

규모금액(백만불)
Text

MISSING

Distinct	490
Distinct (%)	36.3%
Missing	25
Missing (%)	1.8%
Memory size	10.9 KiB

Length

Max length	23
Median length	11
Mean length	2.8956329
Min length	1

Characters and Unicode

Total characters	3912
Distinct characters	30
Distinct categories	8 ?
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	323 ?
Unique (%)	23.9%

Sample

1st row	413
2nd row	21.89
3rd row	287.08
4th row	1527
5th row	14

Value	Count	Frequency (%)
10	92	6.8%
100	52	3.8%
50	32	2.4%
200	29	2.1%
30	26	1.9%
20	24	1.8%
500	23	1.7%
300	19	1.4%
150	19	1.4%
12	19	1.4%
Other values (482)	1019	75.3%

Most occurring characters

Value	Count	Frequency (%)
0	1165	29.8%
1	633	16.2%
5	359	9.2%
2	357	9.1%
3	295	7.5%
4	217	5.5%
.	192	4.9%
6	177	4.5%
8	174	4.4%
7	160	4.1%
Other values (20)	183	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3639	93.0%
Other Punctuation	232	5.9%
Other Letter	18	0.5%
Close Punctuation	7	0.2%
Open Punctuation	7	0.2%
Math Symbol	4	0.1%
Space Separator	3	0.1%
Dash Punctuation	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
정	4	22.2%
미	3	16.7%
합	2	11.1%
단	1	5.6%
계	1	5.6%
자	1	5.6%
작	1	5.6%
기	1	5.6%
술	1	5.6%
도	1	5.6%
Other values (2)	2	11.1%

Decimal Number

Value	Count	Frequency (%)
0	1165	32.0%
1	633	17.4%
5	359	9.9%
2	357	9.8%
3	295	8.1%
4	217	6.0%
6	177	4.9%
8	174	4.8%
7	160	4.4%
9	102	2.8%

Other Punctuation

Value	Count	Frequency (%)
.	192	82.8%
,	39	16.8%
/	1	0.4%

Close Punctuation

Value	Count	Frequency (%)
)	7	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3894	99.5%
Hangul	18	0.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1165	29.9%
1	633	16.3%
5	359	9.2%
2	357	9.2%
3	295	7.6%
4	217	5.6%
.	192	4.9%
6	177	4.5%
8	174	4.5%
7	160	4.1%
Other values (8)	165	4.2%

Hangul

Value	Count	Frequency (%)
정	4	22.2%
미	3	16.7%
합	2	11.1%
단	1	5.6%
계	1	5.6%
자	1	5.6%
작	1	5.6%
기	1	5.6%
술	1	5.6%
도	1	5.6%
Other values (2)	2	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3894	99.5%
Hangul	18	0.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1165	29.9%
1	633	16.3%
5	359	9.2%
2	357	9.2%
3	295	7.6%
4	217	5.6%
.	192	4.9%
6	177	4.5%
8	174	4.5%
7	160	4.1%
Other values (8)	165	4.2%

Hangul

Value	Count	Frequency (%)
정	4	22.2%
미	3	16.7%
합	2	11.1%
단	1	5.6%
계	1	5.6%
자	1	5.6%
작	1	5.6%
기	1	5.6%
술	1	5.6%
도	1	5.6%
Other values (2)	2	11.1%

시공시작일자
Date

Distinct	372
Distinct (%)	27.2%
Missing	7
Missing (%)	0.5%
Memory size	10.9 KiB

Minimum	2009-01-01 00:00:00
Maximum	2020-03-10 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

시공종료일자
Date

Distinct	472
Distinct (%)	34.5%
Missing	9
Missing (%)	0.7%
Memory size	10.9 KiB

Minimum	2011-07-22 00:00:00
Maximum	2049-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

무역관명
Text

Distinct	95
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

Length

Max length	11
Median length	10
Mean length	6.537064
Min length	5

Characters and Unicode

Total characters	8995
Distinct characters	136
Distinct categories	1 ?
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	3 ?
Unique (%)	0.2%

Sample

1st row	카라치무역관
2nd row	카라치무역관
3rd row	카라치무역관
4th row	카라치무역관
5th row	카라치무역관

Value	Count	Frequency (%)
마닐라무역관	57	4.1%
하노이무역관	48	3.5%
상파울루무역관	46	3.3%
모스크바무역관	45	3.3%
알마티무역관	41	3.0%
베이징무역관	40	2.9%
뉴델리무역관	38	2.8%
호치민무역관	38	2.8%
카라치무역관	38	2.8%
바르샤바무역관	34	2.5%
Other values (85)	951	69.1%

Most occurring characters

Value	Count	Frequency (%)
무	1390	15.5%
역	1376	15.3%
관	1376	15.3%
이	261	2.9%
스	254	2.8%
라	179	2.0%
바	170	1.9%
카	155	1.7%
마	134	1.5%
아	121	1.3%
Other values (126)	3579	39.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8995	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
무	1390	15.5%
역	1376	15.3%
관	1376	15.3%
이	261	2.9%
스	254	2.8%
라	179	2.0%
바	170	1.9%
카	155	1.7%
마	134	1.5%
아	121	1.3%
Other values (126)	3579	39.8%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8995	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
무	1390	15.5%
역	1376	15.3%
관	1376	15.3%
이	261	2.9%
스	254	2.8%
라	179	2.0%
바	170	1.9%
카	155	1.7%
마	134	1.5%
아	121	1.3%
Other values (126)	3579	39.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8995	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
무	1390	15.5%
역	1376	15.3%
관	1376	15.3%
이	261	2.9%
스	254	2.8%
라	179	2.0%
바	170	1.9%
카	155	1.7%
마	134	1.5%
아	121	1.3%
Other values (126)	3579	39.8%

문의사항링크
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

news.kotra.or.kr/kotranews/subIndex/101.do	1376

Length

Max length	42
Median length	42
Mean length	42
Min length	42

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	news.kotra.or.kr/kotranews/subIndex/101.do
2nd row	news.kotra.or.kr/kotranews/subIndex/101.do
3rd row	news.kotra.or.kr/kotranews/subIndex/101.do
4th row	news.kotra.or.kr/kotranews/subIndex/101.do
5th row	news.kotra.or.kr/kotranews/subIndex/101.do

Common Values

Value	Count	Frequency (%)
news.kotra.or.kr/kotranews/subIndex/101.do	1376	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
news.kotra.or.kr/kotranews/subindex/101.do	1376	100.0%

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1376
Missing (%)	100.0%
Memory size	12.2 KiB

프로젝트소스
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

발주처 면담	1228
기타	103
일간지 및 기타 매체정보	40
국내업체 발굴	5

Length

Max length	13
Median length	6
Mean length	5.9077035
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	발주처 면담
2nd row	발주처 면담
3rd row	발주처 면담
4th row	발주처 면담
5th row	발주처 면담

Common Values

Value	Count	Frequency (%)
발주처 면담	1228	89.2%
기타	103	7.5%
일간지 및 기타 매체정보	40	2.9%
국내업체 발굴	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
발주처	1228	45.0%
면담	1228	45.0%
기타	143	5.2%
일간지	40	1.5%
및	40	1.5%
매체정보	40	1.5%
국내업체	5	0.2%
발굴	5	0.2%

프로젝트상세정보
Text

Distinct	1351
Distinct (%)	98.5%
Missing	5
Missing (%)	0.4%
Memory size	10.9 KiB

Length

Max length	1024
Median length	644
Mean length	448.16338
Min length	1

Characters and Unicode

Total characters	614432
Distinct characters	1466
Distinct categories	20 ?
Distinct scripts	4 ?
Distinct blocks	17 ?

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

Unique

Unique	1334 ?
Unique (%)	97.3%

Sample

1st row	Overview of Project: The project is located on Swat river. The project will have an installed capacity of 105 MW with 214.8m Gross head. Project Include construction of power plant with installation of 2 Francis turbines.Name of Owner: Energy & Power Department, Government of KPKPerson in charge: Mr. Muhammad NaeemStage of Project: Feasibility StageLocation: Swat, KPKTime table: Project will Start on Feb 2019 and will be completed on Feb 2022Estimated bidding date: October 2018 Funding agency: World Bank(Expected)Method of bidding: International Scale of Project (Cost) (Amount of money) : US$ 413 MillionEstimated construction period (Duration): 3 years
2nd row	Overview of Project: The existing 1.0 MW Chitral Hydel Power Station is located on the right bank of Lutkho River, 5 Km upstream of Chitral City. The Project was commissioned in 1975 by diverting the flows of Lutkho River through 3.72 Km long channel and installing 2 units of 200 KW and 2 units of 300 KW each. The power generated from Chitral Hydel Power Station is supplied to Chitral City through 11 KV Transmission Line. The power demand in Chitral area has now been increased and there is a dire need to upgrade the capacity of existing Hydel Power Station at Chitral. In the initial construction phase of Project, limited flows of Lutkho River were diverted to Power Channel for generation of 1 MW only. However the river has abundant flows which can be utilized for Power Generation by constructing a small diversion weir, remodeling of power channel & fore bay and installation of new penstocks and additional units. It is estimated that the Power can be enhanced up to 5 MW.Name of Owner: Water & power Development
3rd row	Overview of Project: Govt of Pakistan had approved the proposal for dualization and improvement of Indus Highway (N-55) from Sarai Gambila to Kohat (128 km) and construction of a 4-lane access controlled motorway(49 km) between Yarik and Sagu. It included construction of 26 bridges with one major bridge on Kurrum River. Indus Highway(N-55) is 1,264 km long that runs along the Indus River connecting port city Karachi with Kohat & Peshawar via D. G. Khan & D.I.Khan. The highway being the second largest road connection (after G.T Road) provides an alternate North-South link while traversing 491 km in Sindh, 360 km in Punjab & 396 km in KPK, and connecting Rajanpur, D.G.Khan, D.I.Khan, Bannu, Kohat & Peshawar.Name of Owner: National Highway Authority(NHA)Person in charge: Mr. Imtiaz Ahmed KhokharStage of Project: Designed StageLocation: DG Khan-PeshawarTime table: Designed Consultancy will complete on Jan 2018. Construction will Start from Sept 2018 and will Complete till Sept 2021Estimated bidding date: June
4th row	Overview of Project: The project will have an installed capacity of 640 MW Project Include construction of Dam(height: 1700ft) and power plant for the multipurpose.Type of the Dam will be RCC Gravity Dam. Name of Owner: Water and Power Development Authority(WAPDA)Person in charge: Mr. Hafiz Muhammad Mukhtar Stage of Project: Feasibility Study Location: Shyok Dam site is located on Shyok River about 3 km upstream of Khapalu Town which is under the administration of Baltistan Division of Gilgit BaltistanTime table: Feasibility Study will complete in Dec 2017, Construction will start on Sept 2018 and will be completed on March 2020Estimated bidding date: June 2018Funding agency: 30% Government of Pakistan, remaining 70% is not yet finalizeMethod of bidding: International Bidding Scale of Project (Cost) (Amount of money) : $1527.1 MillionEstimated construction period (Duration): 18 Months
5th row	Overview of Project: The main objective of this project is to establish a cloud based system for the province with the key segments like Cloud based Data Center having all government data in one data center, One GIS application for the entire province and sensor based data collection. The system will also be equipped with a Data Bank Application for taxation through one database where records of Urban and Rural Property, Registration of Deeds, collection of Stamp Duties through online banking, tax Lottery Scheme will be managed. The system will also have Financial Inclusion Program for the province by introducing payment system through smart cards. The system will focus on Public Service Delivery and ensure easy, fast and convenient interaction of public with government by establishing Facilitation Centers and introducing smart systems for Driving License, Motor Vehicle Booklet, Challan System, Land Titles and Tax Collection.Name of Owner: Information, Science & Technology Department, Government of Sindh.Pe

Value	Count	Frequency (%)
	4185	3.7%
of	1721	1.5%
the	1539	1.4%
프로젝트	1272	1.1%
and	1158	1.0%
및	1076	1.0%
ㅇ	824	0.7%
to	617	0.5%
for	501	0.4%
in	486	0.4%
Other values (34387)	99695	88.2%

Most occurring characters

Value	Count	Frequency (%)
	122046	19.9%
e	21237	3.5%
a	17964	2.9%
t	17090	2.8%
n	16770	2.7%
o	16274	2.6%
i	16046	2.6%
r	13713	2.2%
s	10576	1.7%
l	8693	1.4%
Other values (1456)	354023	57.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	202723	33.0%
Lowercase Letter	196091	31.9%
Space Separator	122058	19.9%
Uppercase Letter	30941	5.0%
Decimal Number	27837	4.5%
Other Punctuation	21301	3.5%
Dash Punctuation	4577	0.7%
Close Punctuation	3632	0.6%
Open Punctuation	3480	0.6%
Math Symbol	823	0.1%
Other values (10)	969	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	5817	2.9%
트	3551	1.8%
이	3546	1.7%
기	3138	1.5%
프	3099	1.5%
에	3046	1.5%
지	3028	1.5%
는	2996	1.5%
의	2988	1.5%
젝	2759	1.4%
Other values (1294)	168755	83.2%

Uppercase Letter

Value	Count	Frequency (%)
P	2858	9.2%
S	2638	8.5%
C	2402	7.8%
T	2170	7.0%
M	2043	6.6%
A	2017	6.5%
E	1783	5.8%
I	1734	5.6%
D	1610	5.2%
R	1278	4.1%
Other values (20)	10408	33.6%

Lowercase Letter

Value	Count	Frequency (%)
e	21237	10.8%
a	17964	9.2%
t	17090	8.7%
n	16770	8.6%
o	16274	8.3%
i	16046	8.2%
r	13713	7.0%
s	10576	5.4%
l	8693	4.4%
c	7527	3.8%
Other values (18)	50201	25.6%

Other Punctuation

Value	Count	Frequency (%)
,	6696	31.4%
.	5708	26.8%
:	3907	18.3%
'	2041	9.6%
/	1075	5.0%
*	657	3.1%
%	536	2.5%
;	244	1.1%
&	206	1.0%
·	102	0.5%
Other values (13)	129	0.6%

Math Symbol

Value	Count	Frequency (%)
=	266	32.3%
~	243	29.5%
+	192	23.3%
>	35	4.3%
<	26	3.2%
～	15	1.8%
→	12	1.5%
×	11	1.3%
≤	9	1.1%
∼	5	0.6%
Other values (6)	9	1.1%

Other Symbol

Value	Count	Frequency (%)
○	223	65.8%
□	44	13.0%
◆	17	5.0%
㎡	12	3.5%
㎢	8	2.4%
°	7	2.1%
℃	7	2.1%
㎥	7	2.1%
▶	6	1.8%
㎞	3	0.9%
Other values (3)	5	1.5%

Decimal Number

Value	Count	Frequency (%)
0	7152	25.7%
1	5186	18.6%
2	4852	17.4%
3	2525	9.1%
5	2223	8.0%
4	1746	6.3%
6	1313	4.7%
8	1082	3.9%
7	992	3.6%
9	766	2.8%

Other Number

Value	Count	Frequency (%)
³	19	22.1%
²	18	20.9%
①	15	17.4%
②	14	16.3%
③	9	10.5%
④	6	7.0%
⑤	2	2.3%
½	1	1.2%
⑬	1	1.2%
⑥	1	1.2%

Close Punctuation

Value	Count	Frequency (%)
)	3571	98.3%
）	32	0.9%
]	22	0.6%
』	3	0.1%
》	2	0.1%
」	1	< 0.1%
】	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	3422	98.3%
（	29	0.8%
[	22	0.6%
『	3	0.1%
《	2	0.1%
「	1	< 0.1%
【	1	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
`	4	50.0%
˚	2	25.0%
^	2	25.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	50.0%
Ⅴ	1	25.0%
Ⅰ	1	25.0%

Space Separator

Value	Count	Frequency (%)
	122046	> 99.9%
	12	< 0.1%

Currency Symbol

Value	Count	Frequency (%)
$	200	99.0%
€	2	1.0%

Initial Punctuation

Value	Count	Frequency (%)
“	77	55.8%
‘	61	44.2%

Final Punctuation

Value	Count	Frequency (%)
”	73	50.0%
’	73	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4577	100.0%

Control

Value	Count	Frequency (%)
	24	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	18	100.0%

Format

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	227037	37.0%
Hangul	201554	32.8%
Common	184674	30.1%
Han	1167	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	5817	2.9%
트	3551	1.8%
이	3546	1.8%
기	3138	1.6%
프	3099	1.5%
에	3046	1.5%
지	3028	1.5%
는	2996	1.5%
의	2988	1.5%
젝	2759	1.4%
Other values (924)	167586	83.1%

Han

Value	Count	Frequency (%)
市	62	5.3%
州	39	3.3%
公	33	2.8%
司	28	2.4%
有	27	2.3%
中	27	2.3%
限	26	2.2%
系	21	1.8%
江	18	1.5%
理	16	1.4%
Other values (359)	870	74.6%

Common

Value	Count	Frequency (%)
	122046	66.1%
0	7152	3.9%
,	6696	3.6%
.	5708	3.1%
1	5186	2.8%
2	4852	2.6%
-	4577	2.5%
:	3907	2.1%
)	3571	1.9%
(	3422	1.9%
Other values (92)	17557	9.5%

Latin

Value	Count	Frequency (%)
e	21237	9.4%
a	17964	7.9%
t	17090	7.5%
n	16770	7.4%
o	16274	7.2%
i	16046	7.1%
r	13713	6.0%
s	10576	4.7%
l	8693	3.8%
c	7527	3.3%
Other values (51)	81147	35.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	410621	66.8%
Hangul	199868	32.5%
Compat Jamo	1686	0.3%
CJK	1162	0.2%
None	372	0.1%
Punctuation	297	< 0.1%
Geometric Shapes	295	< 0.1%
Enclosed Alphanum	48	< 0.1%
CJK Compat	30	< 0.1%
Math Operators	16	< 0.1%
Other values (7)	37	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	122046	29.7%
e	21237	5.2%
a	17964	4.4%
t	17090	4.2%
n	16770	4.1%
o	16274	4.0%
i	16046	3.9%
r	13713	3.3%
s	10576	2.6%
l	8693	2.1%
Other values (80)	150212	36.6%

Hangul

Value	Count	Frequency (%)
로	5817	2.9%
트	3551	1.8%
이	3546	1.8%
기	3138	1.6%
프	3099	1.6%
에	3046	1.5%
지	3028	1.5%
는	2996	1.5%
의	2988	1.5%
젝	2759	1.4%
Other values (919)	165900	83.0%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	1652	98.0%
ㅁ	31	1.8%
ㄱ	1	0.1%
ㅈ	1	0.1%
ㅔ	1	0.1%

Geometric Shapes

Value	Count	Frequency (%)
○	223	75.6%
□	44	14.9%
◆	17	5.8%
▶	6	2.0%
▷	3	1.0%
●	2	0.7%

None

Value	Count	Frequency (%)
·	102	27.4%
）	32	8.6%
（	29	7.8%
Ø	28	7.5%
、	25	6.7%
，	23	6.2%
³	19	5.1%
²	18	4.8%
～	15	4.0%
	12	3.2%
Other values (26)	69	18.5%

Punctuation

Value	Count	Frequency (%)
“	77	25.9%
”	73	24.6%
’	73	24.6%
‘	61	20.5%
※	11	3.7%
…	2	0.7%

CJK

Value	Count	Frequency (%)
市	62	5.3%
州	39	3.4%
公	33	2.8%
司	28	2.4%
有	27	2.3%
中	27	2.3%
限	26	2.2%
系	21	1.8%
江	18	1.5%
理	16	1.4%
Other values (355)	865	74.4%

Enclosed Alphanum

Value	Count	Frequency (%)
①	15	31.2%
②	14	29.2%
③	9	18.8%
④	6	12.5%
⑤	2	4.2%
⑬	1	2.1%
⑥	1	2.1%

Arrows

Value	Count	Frequency (%)
→	12	92.3%
←	1	7.7%

CJK Compat

Value	Count	Frequency (%)
㎡	12	40.0%
㎢	8	26.7%
㎥	7	23.3%
㎞	3	10.0%

Math Operators

Value	Count	Frequency (%)
≤	9	56.2%
∼	5	31.2%
≥	2	12.5%

Letterlike Symbols

Value	Count	Frequency (%)
℃	7	77.8%
№	1	11.1%
ℓ	1	11.1%

Currency Symbols

Value	Count	Frequency (%)
€	2	100.0%

Modifier Letters

Value	Count	Frequency (%)
˚	2	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	50.0%
Ⅴ	1	25.0%
Ⅰ	1	25.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
洛	2	40.0%
立	1	20.0%
梁	1	20.0%
靈	1	20.0%

Misc Symbols

Value	Count	Frequency (%)
☞	2	100.0%

무역관의견
Text

MISSING

Distinct	1256
Distinct (%)	95.5%
Missing	61
Missing (%)	4.4%
Memory size	10.9 KiB

Length

Max length	1024
Median length	411
Mean length	204.4
Min length	1

Characters and Unicode

Total characters	268786
Distinct characters	1021
Distinct categories	17 ?
Distinct scripts	5 ?
Distinct blocks	13 ?

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

Unique

Unique	1211 ?
Unique (%)	92.1%

Sample

1st row	발주처 KPK주정부는 관심있는 한국 업체들의 적극적인입찰 참가를 희망하고 있음.또한 주정부 담당자는 Global Green Hub Korea 2017 행사에 방한하여타 프로젝트건으로 국내업체들과 면담을 가진 바 있음.
2nd row	발주처(WAPDA) 담당자는 과거 한국기업의 파키스탄 내 수행 실적에긍정적인 평가를 내리고 있어 동 프로젝트에도 한국기업의 참여를 희망함.기존 수력발전소(Hydel Power Station)를 업그레이드하는 프로젝트로관심 한국기업들의 참가가 유망할 것으로 보임.
3rd row	발주처(National Highway Authority) 담당자는 삼부토건 등 기존에 파키스탄에서 다수의 공사를 진행한 한국기업의 실적에 긍정적인 평가를 내리고 있어 동 프로젝트에도 한국기업의 참여가 유망할 것으로 전망됨.
4th row	발주처(WAPDA)는 과거 한국기업의 수행 실적에긍정적인 평가를 내리고 있어 동 프로젝트에도 한국기업의 참여를 희망함.이를 위해 발주처는 MDB/GDF 프로젝트 플라자 2017 행사에 참가하여동 프로젝트에 대해 발표하고 국내기업과 면담 예정임(Patan Hydropower Project와 함께 동 프로젝트를 소개할 예정)
5th row	신드주정부 IT부처 입찰건으로 클라우드 시스템 구축을 목적으로 함.동 발주처는 한국기업의 입찰 참가를 환영하는 입장이며이를 위해 담당자는 GMV 2017 행사에 참가하여 국내기업과 면담 예정임.

Value	Count	Frequency (%)
프로젝트	697	1.3%
및	540	1.0%
the	532	1.0%
	531	1.0%
동	414	0.7%
ㅇ	409	0.7%
있는	354	0.6%
것으로	347	0.6%
있음	329	0.6%
of	329	0.6%
Other values (17381)	51090	91.9%

Most occurring characters

Value	Count	Frequency (%)
	56045	20.9%
e	6086	2.3%
o	4485	1.7%
t	4434	1.6%
n	4410	1.6%
i	4317	1.6%
a	4226	1.6%
로	4120	1.5%
r	3729	1.4%
이	3102	1.2%
Other values (1011)	173832	64.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	135632	50.5%
Space Separator	56047	20.9%
Lowercase Letter	51763	19.3%
Uppercase Letter	9674	3.6%
Other Punctuation	7985	3.0%
Decimal Number	4683	1.7%
Dash Punctuation	925	0.3%
Close Punctuation	878	0.3%
Open Punctuation	872	0.3%
Math Symbol	125	< 0.1%
Other values (7)	202	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	4120	3.0%
이	3102	2.3%
기	2912	2.1%
에	2627	1.9%
업	2525	1.9%
가	2450	1.8%
는	2397	1.8%
한	2298	1.7%
트	2194	1.6%
의	2107	1.6%
Other values (900)	108900	80.3%

Lowercase Letter

Value	Count	Frequency (%)
e	6086	11.8%
o	4485	8.7%
t	4434	8.6%
n	4410	8.5%
i	4317	8.3%
a	4226	8.2%
r	3729	7.2%
s	2756	5.3%
l	2165	4.2%
c	2149	4.2%
Other values (19)	13006	25.1%

Uppercase Letter

Value	Count	Frequency (%)
P	1016	10.5%
C	782	8.1%
T	694	7.2%
A	665	6.9%
E	637	6.6%
S	623	6.4%
M	551	5.7%
I	523	5.4%
G	460	4.8%
D	459	4.7%
Other values (16)	3264	33.7%

Other Punctuation

Value	Count	Frequency (%)
,	2907	36.4%
.	2465	30.9%
'	1807	22.6%
:	191	2.4%
*	186	2.3%
/	171	2.1%
%	119	1.5%
&	66	0.8%
;	25	0.3%
，	13	0.2%
Other values (7)	35	0.4%

Decimal Number

Value	Count	Frequency (%)
0	1046	22.3%
1	1042	22.3%
2	1002	21.4%
3	444	9.5%
5	324	6.9%
4	294	6.3%
6	163	3.5%
9	126	2.7%
8	122	2.6%
7	120	2.6%

Math Symbol

Value	Count	Frequency (%)
>	34	27.2%
<	30	24.0%
~	26	20.8%
+	21	16.8%
=	13	10.4%
∼	1	0.8%

Other Symbol

Value	Count	Frequency (%)
○	51	77.3%
□	10	15.2%
●	3	4.5%
㎥	2	3.0%

Close Punctuation

Value	Count	Frequency (%)
)	872	99.3%
）	4	0.5%
]	2	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	868	99.5%
（	2	0.2%
[	2	0.2%

Other Number

Value	Count	Frequency (%)
②	4	36.4%
①	4	36.4%
③	3	27.3%

Space Separator

Value	Count	Frequency (%)
	56045	> 99.9%
	2	< 0.1%

Final Punctuation

Value	Count	Frequency (%)
’	36	60.0%
”	24	40.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	25	51.0%
“	24	49.0%

Dash Punctuation

Value	Count	Frequency (%)
-	925	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	13	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	135472	50.4%
Common	71717	26.7%
Latin	61435	22.9%
Han	160	0.1%
Cyrillic	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	4120	3.0%
이	3102	2.3%
기	2912	2.1%
에	2627	1.9%
업	2525	1.9%
가	2450	1.8%
는	2397	1.8%
한	2298	1.7%
트	2194	1.6%
의	2107	1.6%
Other values (817)	108740	80.3%

Han

Value	Count	Frequency (%)
市	19	11.9%
社	8	5.0%
州	7	4.4%
司	5	3.1%
公	5	3.1%
能	4	2.5%
限	4	2.5%
南	4	2.5%
有	4	2.5%
二	3	1.9%
Other values (73)	97	60.6%

Common

Value	Count	Frequency (%)
	56045	78.1%
,	2907	4.1%
.	2465	3.4%
'	1807	2.5%
0	1046	1.5%
1	1042	1.5%
2	1002	1.4%
-	925	1.3%
)	872	1.2%
(	868	1.2%
Other values (46)	2738	3.8%

Latin

Value	Count	Frequency (%)
e	6086	9.9%
o	4485	7.3%
t	4434	7.2%
n	4410	7.2%
i	4317	7.0%
a	4226	6.9%
r	3729	6.1%
s	2756	4.5%
l	2165	3.5%
c	2149	3.5%
Other values (44)	22678	36.9%

Cyrillic

Value	Count	Frequency (%)
к	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	134712	50.1%
ASCII	132921	49.5%
Compat Jamo	760	0.3%
CJK	160	0.1%
Punctuation	111	< 0.1%
Geometric Shapes	64	< 0.1%
None	40	< 0.1%
Enclosed Alphanum	11	< 0.1%
Cyrillic	2	< 0.1%
CJK Compat	2	< 0.1%
Other values (3)	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	56045	42.2%
e	6086	4.6%
o	4485	3.4%
t	4434	3.3%
n	4410	3.3%
i	4317	3.2%
a	4226	3.2%
r	3729	2.8%
,	2907	2.2%
s	2756	2.1%
Other values (76)	39526	29.7%

Hangul

Value	Count	Frequency (%)
로	4120	3.1%
이	3102	2.3%
기	2912	2.2%
에	2627	2.0%
업	2525	1.9%
가	2450	1.8%
는	2397	1.8%
한	2298	1.7%
트	2194	1.6%
의	2107	1.6%
Other values (814)	107980	80.2%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	756	99.5%
ㆍ	3	0.4%
ㅏ	1	0.1%

Geometric Shapes

Value	Count	Frequency (%)
○	51	79.7%
□	10	15.6%
●	3	4.7%

Punctuation

Value	Count	Frequency (%)
’	36	32.4%
‘	25	22.5%
”	24	21.6%
“	24	21.6%
※	2	1.8%

CJK

Value	Count	Frequency (%)
市	19	11.9%
社	8	5.0%
州	7	4.4%
司	5	3.1%
公	5	3.1%
能	4	2.5%
限	4	2.5%
南	4	2.5%
有	4	2.5%
二	3	1.9%
Other values (73)	97	60.6%

None

Value	Count	Frequency (%)
，	13	32.5%
·	13	32.5%
）	4	10.0%
。	3	7.5%
（	2	5.0%
	2	5.0%
：	1	2.5%
ı	1	2.5%
；	1	2.5%

Enclosed Alphanum

Value	Count	Frequency (%)
②	4	36.4%
①	4	36.4%
③	3	27.3%

Cyrillic

Value	Count	Frequency (%)
к	2	100.0%

CJK Compat

Value	Count	Frequency (%)
㎥	2	100.0%

Math Operators

Value	Count	Frequency (%)
∼	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
ℓ	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Common Values

Value	Count	Frequency (%)
KOTRA	1376	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
kotra	1376	100.0%

자료원
Text

MISSING

Distinct	722
Distinct (%)	100.0%
Missing	654
Missing (%)	47.5%
Memory size	10.9 KiB

Length

Max length	212
Median length	102
Mean length	42.801939
Min length	6

Characters and Unicode

Total characters	30903
Distinct characters	465
Distinct categories	12 ?
Distinct scripts	5 ?
Distinct blocks	7 ?

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

Unique

Unique	722 ?
Unique (%)	100.0%

Sample

1st row	105_MW_Gabral-Kelam_hydro_power___project_1510922691364.doc
2nd row	Chitral_Hydel_Power_Station_1510556034958.doc
3rd row	Construction_of_Rajanpur__DG_Khan_Section(NHA)_1510050346042.doc
4th row	Shyok_Dam_Multipurpose_Project_1509024709844.doc
5th row	IT_Sindh_Project(updated)_1503482696248.doc

Value	Count	Frequency (%)
프로젝트	62	2.1%
	60	2.0%
project	39	1.3%
발주처	34	1.2%
adb	28	1.0%
명함	25	0.9%
of	25	0.9%
명함.jpg	24	0.8%
담당자	23	0.8%
name	19	0.6%
Other values (1955)	2591	88.4%

Most occurring characters

Value	Count	Frequency (%)
	2226	7.2%
.	1182	3.8%
p	1116	3.6%
o	1112	3.6%
a	1056	3.4%
e	977	3.2%
i	887	2.9%
n	884	2.9%
1	879	2.8%
r	874	2.8%
Other values (455)	19710	63.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13370	43.3%
Uppercase Letter	4435	14.4%
Decimal Number	4020	13.0%
Other Letter	3768	12.2%
Space Separator	2226	7.2%
Other Punctuation	1601	5.2%
Connector Punctuation	590	1.9%
Dash Punctuation	291	0.9%
Close Punctuation	274	0.9%
Open Punctuation	274	0.9%
Other values (2)	54	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
명	201	5.3%
함	200	5.3%
트	147	3.9%
로	138	3.7%
프	130	3.5%
젝	122	3.2%
담	114	3.0%
발	113	3.0%
사	95	2.5%
주	79	2.1%
Other values (339)	2429	64.5%

Lowercase Letter

Value	Count	Frequency (%)
p	1116	8.3%
o	1112	8.3%
a	1056	7.9%
e	977	7.3%
i	887	6.6%
n	884	6.6%
r	874	6.5%
t	845	6.3%
d	790	5.9%
c	609	4.6%
Other values (36)	4220	31.6%

Uppercase Letter

Value	Count	Frequency (%)
P	495	11.2%
A	368	8.3%
S	289	6.5%
C	287	6.5%
T	260	5.9%
R	249	5.6%
E	241	5.4%
I	232	5.2%
G	226	5.1%
M	222	5.0%
Other values (33)	1566	35.3%

Decimal Number

Value	Count	Frequency (%)
1	879	21.9%
2	557	13.9%
4	523	13.0%
0	480	11.9%
3	339	8.4%
5	277	6.9%
6	275	6.8%
7	265	6.6%
8	216	5.4%
9	209	5.2%

Other Punctuation

Value	Count	Frequency (%)
.	1182	73.8%
,	401	25.0%
&	13	0.8%
#	4	0.2%
·	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	260	94.9%
]	10	3.6%
）	4	1.5%

Open Punctuation

Value	Count	Frequency (%)
(	257	93.8%
[	10	3.6%
（	7	2.6%

Math Symbol

Value	Count	Frequency (%)
+	33	63.5%
~	19	36.5%

Space Separator

Value	Count	Frequency (%)
	2226	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	590	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	291	100.0%

Other Symbol

Value	Count	Frequency (%)
■	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17708	57.3%
Common	9330	30.2%
Hangul	3732	12.1%
Cyrillic	97	0.3%
Han	36	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
명	201	5.4%
함	200	5.4%
트	147	3.9%
로	138	3.7%
프	130	3.5%
젝	122	3.3%
담	114	3.1%
발	113	3.0%
사	95	2.5%
주	79	2.1%
Other values (311)	2393	64.1%

Latin

Value	Count	Frequency (%)
p	1116	6.3%
o	1112	6.3%
a	1056	6.0%
e	977	5.5%
i	887	5.0%
n	884	5.0%
r	874	4.9%
t	845	4.8%
d	790	4.5%
c	609	3.4%
Other values (42)	8558	48.3%

Cyrillic

Value	Count	Frequency (%)
н	11	11.3%
а	9	9.3%
е	8	8.2%
о	7	7.2%
р	5	5.2%
и	4	4.1%
т	4	4.1%
с	3	3.1%
Е	3	3.1%
з	3	3.1%
Other values (27)	40	41.2%

Han

Value	Count	Frequency (%)
名	4	11.1%
片	4	11.1%
市	2	5.6%
州	2	5.6%
滋	1	2.8%
潤	1	2.8%
劉	1	2.8%
鄭	1	2.8%
文	1	2.8%
星	1	2.8%
Other values (18)	18	50.0%

Common

Value	Count	Frequency (%)
	2226	23.9%
.	1182	12.7%
1	879	9.4%
_	590	6.3%
2	557	6.0%
4	523	5.6%
0	480	5.1%
,	401	4.3%
3	339	3.6%
-	291	3.1%
Other values (17)	1862	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27024	87.4%
Hangul	3732	12.1%
Cyrillic	97	0.3%
CJK	35	0.1%
None	12	< 0.1%
Geometric Shapes	2	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2226	8.2%
.	1182	4.4%
p	1116	4.1%
o	1112	4.1%
a	1056	3.9%
e	977	3.6%
i	887	3.3%
n	884	3.3%
1	879	3.3%
r	874	3.2%
Other values (65)	15831	58.6%

Hangul

Value	Count	Frequency (%)
명	201	5.4%
함	200	5.4%
트	147	3.9%
로	138	3.7%
프	130	3.5%
젝	122	3.3%
담	114	3.1%
발	113	3.0%
사	95	2.5%
주	79	2.1%
Other values (311)	2393	64.1%

Cyrillic

Value	Count	Frequency (%)
н	11	11.3%
а	9	9.3%
е	8	8.2%
о	7	7.2%
р	5	5.2%
и	4	4.1%
т	4	4.1%
с	3	3.1%
Е	3	3.1%
з	3	3.1%
Other values (27)	40	41.2%

None

Value	Count	Frequency (%)
（	7	58.3%
）	4	33.3%
·	1	8.3%

CJK

Value	Count	Frequency (%)
名	4	11.4%
片	4	11.4%
市	2	5.7%
州	2	5.7%
滋	1	2.9%
潤	1	2.9%
鄭	1	2.9%
文	1	2.9%
星	1	2.9%
邢	1	2.9%
Other values (17)	17	48.6%

Geometric Shapes

Value	Count	Frequency (%)
■	2	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
劉	1	100.0%

등록일시
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

2019-03-07 20:09	1376

Length

Max length	16
Median length	16
Mean length	16
Min length	16

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019-03-07 20:09
2nd row	2019-03-07 20:09
3rd row	2019-03-07 20:09
4th row	2019-03-07 20:09
5th row	2019-03-07 20:09

Common Values

Value	Count	Frequency (%)
2019-03-07 20:09	1376	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019-03-07	1376	50.0%
20:09	1376	50.0%

수정일시
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

2019-03-07 20:09	1376

Length

Max length	16
Median length	16
Mean length	16
Min length	16

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019-03-07 20:09
2nd row	2019-03-07 20:09
3rd row	2019-03-07 20:09
4th row	2019-03-07 20:09
5th row	2019-03-07 20:09

Common Values

Value	Count	Frequency (%)
2019-03-07 20:09	1376	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019-03-07	1376	50.0%
20:09	1376	50.0%

First rows
Last rows

	연번	프로젝트번호	프로젝트명	등록일자	국가명	중분류명	소분류명	현장위치	해외발주처명	프로젝트단계명	발주방식	사업자선정방식	입찰예정일자	재원조달	규모금액(백만불)	시공시작일자	시공종료일자	무역관명	문의사항링크	홈페이지	프로젝트소스	프로젝트상세정보	무역관의견	관련문서	자료원	등록일시	수정일시
0	1	2017-01125	105 MW Gabral-Kelam hydro power project	2017-11-17	파키스탄	프로젝트	발전(수력)	Swat, Khyber Pakhtunkhwa	Energy & Power Department, Government of KPK	F/S	국제입찰	최저가격	2018-10-26	World Bank(잠정)	413	2019-02-28	2022-02-25	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	Overview of Project: The project is located on Swat river. The project will have an installed capacity of 105 MW with 214.8m Gross head. Project Include construction of power plant with installation of 2 Francis turbines.Name of Owner: Energy & Power Department, Government of KPKPerson in charge: Mr. Muhammad NaeemStage of Project: Feasibility StageLocation: Swat, KPKTime table: Project will Start on Feb 2019 and will be completed on Feb 2022Estimated bidding date: October 2018 Funding agency: World Bank(Expected)Method of bidding: International Scale of Project (Cost) (Amount of money) : US$ 413 MillionEstimated construction period (Duration): 3 years	발주처 KPK주정부는 관심있는 한국 업체들의 적극적인입찰 참가를 희망하고 있음.또한 주정부 담당자는 Global Green Hub Korea 2017 행사에 방한하여타 프로젝트건으로 국내업체들과 면담을 가진 바 있음.	KOTRA	105_MW_Gabral-Kelam_hydro_power___project_1510922691364.doc	2019-03-07 20:09	2019-03-07 20:09
1	2	2017-01103	Capacity Enhancement Of Chitral Hydel Power Station	2017-11-13	파키스탄	프로젝트	발전(수력)	Chitral, KPK	WAPDA(Water & Power Development)	세부계획	국제입찰	최저가격	2018-04-27	AFD(France)	21.89	2018-06-29	2021-06-30	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	Overview of Project: The existing 1.0 MW Chitral Hydel Power Station is located on the right bank of Lutkho River, 5 Km upstream of Chitral City. The Project was commissioned in 1975 by diverting the flows of Lutkho River through 3.72 Km long channel and installing 2 units of 200 KW and 2 units of 300 KW each. The power generated from Chitral Hydel Power Station is supplied to Chitral City through 11 KV Transmission Line. The power demand in Chitral area has now been increased and there is a dire need to upgrade the capacity of existing Hydel Power Station at Chitral. In the initial construction phase of Project, limited flows of Lutkho River were diverted to Power Channel for generation of 1 MW only. However the river has abundant flows which can be utilized for Power Generation by constructing a small diversion weir, remodeling of power channel & fore bay and installation of new penstocks and additional units. It is estimated that the Power can be enhanced up to 5 MW.Name of Owner: Water & power Development	발주처(WAPDA) 담당자는 과거 한국기업의 파키스탄 내 수행 실적에긍정적인 평가를 내리고 있어 동 프로젝트에도 한국기업의 참여를 희망함.기존 수력발전소(Hydel Power Station)를 업그레이드하는 프로젝트로관심 한국기업들의 참가가 유망할 것으로 보임.	KOTRA	Chitral_Hydel_Power_Station_1510556034958.doc	2019-03-07 20:09	2019-03-07 20:09
2	3	2017-01074	Construction of Rajanpur DG Khan Section(N-55) as 4-Lane Highway	2017-11-07	파키스탄	프로젝트	토목(도로)	DG Khan-Peshawar	National Highway Authority	세부계획	국제입찰	최저가격	2018-06-29	Government of Pakistan(10%), Asian Development Bank(Expected)	287.08	2018-09-28	2021-09-30	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	Overview of Project: Govt of Pakistan had approved the proposal for dualization and improvement of Indus Highway (N-55) from Sarai Gambila to Kohat (128 km) and construction of a 4-lane access controlled motorway(49 km) between Yarik and Sagu. It included construction of 26 bridges with one major bridge on Kurrum River. Indus Highway(N-55) is 1,264 km long that runs along the Indus River connecting port city Karachi with Kohat & Peshawar via D. G. Khan & D.I.Khan. The highway being the second largest road connection (after G.T Road) provides an alternate North-South link while traversing 491 km in Sindh, 360 km in Punjab & 396 km in KPK, and connecting Rajanpur, D.G.Khan, D.I.Khan, Bannu, Kohat & Peshawar.Name of Owner: National Highway Authority(NHA)Person in charge: Mr. Imtiaz Ahmed KhokharStage of Project: Designed StageLocation: DG Khan-PeshawarTime table: Designed Consultancy will complete on Jan 2018. Construction will Start from Sept 2018 and will Complete till Sept 2021Estimated bidding date: June	발주처(National Highway Authority) 담당자는 삼부토건 등 기존에 파키스탄에서 다수의 공사를 진행한 한국기업의 실적에 긍정적인 평가를 내리고 있어 동 프로젝트에도 한국기업의 참여가 유망할 것으로 전망됨.	KOTRA	Construction_of_Rajanpur__DG_Khan_Section(NHA)_1510050346042.doc	2019-03-07 20:09	2019-03-07 20:09
3	4	2017-01036	Shyok Dam Multipurpose Project	2017-10-26	파키스탄	프로젝트	발전(수력)	Gilgit Baltistan	WAPDA(Water & Power Development)	입찰	국제입찰	최저가격	2018-06-15	파키스탄 정부(30%), 나머지는 미정	1527	2018-09-28	2020-03-27	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	Overview of Project: The project will have an installed capacity of 640 MW Project Include construction of Dam(height: 1700ft) and power plant for the multipurpose.Type of the Dam will be RCC Gravity Dam. Name of Owner: Water and Power Development Authority(WAPDA)Person in charge: Mr. Hafiz Muhammad Mukhtar Stage of Project: Feasibility Study Location: Shyok Dam site is located on Shyok River about 3 km upstream of Khapalu Town which is under the administration of Baltistan Division of Gilgit BaltistanTime table: Feasibility Study will complete in Dec 2017, Construction will start on Sept 2018 and will be completed on March 2020Estimated bidding date: June 2018Funding agency: 30% Government of Pakistan, remaining 70% is not yet finalizeMethod of bidding: International Bidding Scale of Project (Cost) (Amount of money) : $1527.1 MillionEstimated construction period (Duration): 18 Months	발주처(WAPDA)는 과거 한국기업의 수행 실적에긍정적인 평가를 내리고 있어 동 프로젝트에도 한국기업의 참여를 희망함.이를 위해 발주처는 MDB/GDF 프로젝트 플라자 2017 행사에 참가하여동 프로젝트에 대해 발표하고 국내기업과 면담 예정임(Patan Hydropower Project와 함께 동 프로젝트를 소개할 예정)	KOTRA	Shyok_Dam_Multipurpose_Project_1509024709844.doc	2019-03-07 20:09	2019-03-07 20:09
4	5	2017-00775	Sindh E-Government Cloud Application	2017-08-23	파키스탄	IT사업단	IT	Karachi, Pakistan	Ministry of Information Technology Govt of Sindh	세부계획	국제입찰	기술심사	2017-11-30	Government of Sindh	14	2017-12-29	2020-12-31	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	Overview of Project: The main objective of this project is to establish a cloud based system for the province with the key segments like Cloud based Data Center having all government data in one data center, One GIS application for the entire province and sensor based data collection. The system will also be equipped with a Data Bank Application for taxation through one database where records of Urban and Rural Property, Registration of Deeds, collection of Stamp Duties through online banking, tax Lottery Scheme will be managed. The system will also have Financial Inclusion Program for the province by introducing payment system through smart cards. The system will focus on Public Service Delivery and ensure easy, fast and convenient interaction of public with government by establishing Facilitation Centers and introducing smart systems for Driving License, Motor Vehicle Booklet, Challan System, Land Titles and Tax Collection.Name of Owner: Information, Science & Technology Department, Government of Sindh.Pe	신드주정부 IT부처 입찰건으로 클라우드 시스템 구축을 목적으로 함.동 발주처는 한국기업의 입찰 참가를 환영하는 입장이며이를 위해 담당자는 GMV 2017 행사에 참가하여 국내기업과 면담 예정임.	KOTRA	IT_Sindh_Project(updated)_1503482696248.doc	2019-03-07 20:09	2019-03-07 20:09
5	6	2017-00714	Solarization of Schools and Medical health centers in KPK	2017-08-11	파키스탄	프로젝트	신재생(태양광)	Khyber Pakhtunkhwa	Energy & Power Department, Government of KPK	세부계획	국제입찰	최저가격	2017-12-15	Government of Pakistan(30%), 미정(70%)	10	2018-02-28	2020-08-31	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	Overview of Project: The Project will ensure uninterrupted power supply of electricity to the said department, especially during summer season, which is one of the main and most challenging job for the administration and is also call of time to switch over to alternative and self-reliant source of energy. This Project will cover 7000 schools and 150 medical centers in KPK.Name of Owner: Energy & Power Department, Government of KPKPerson in charge: Mr. Muhammad Naeem(Secretary)Stage of Project: Designed StageLocation: Southern and Northern KPKTime table: Project will Start on Feb 2018 and will be completed onAugust 2020Estimated bidding date: end of December 2017Funding agency: 30% Govt of Pakistan, 70% did not decided yet Method of bidding: International Scale of Project (Cost) (Amount of money) : US$ 10 MillionEstimated construction period (Duration): 2.5 years	발주처(KPK 주정부)는 동 프로젝트에 한국기업이 참여하기를 기대하며Global Green Hub Korea 2017 행사에 주정부 담당자가 방한하여 국내업체에상세내용을 소개하고 상담을 시행할 예정임.	KOTRA	KPK_Presentation_for_GGHK_2017_1502459870501.ppt, Solarization_KPK_Project_form___updated_1503552284902.doc	2019-03-07 20:09	2019-03-07 20:09
6	7	2017-00643	Asrit-Kedam Hydropower Project	2017-07-27	파키스탄	프로젝트	발전(수력)	Near Swat River, KPK	YUNUS BROTHERS GROUP	입찰	국제입찰	기술심사	2017-12-15	Yunus Brothers Group	450	2018-03-30	2023-04-28	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	Overview of Project: The project will have an installed capacity of 215 MW with 214.8m Gross head. Project Include construction of power plant with installation of 3 Francis turbines. Project Consultant: i) RSW International(Canada), ii) NESPAK(Pakistan)Name of Owner: Yunus Brothers GroupPerson in charge: Mr. Javaid Zakaria(Senior Manager)Stage of Project: LOI has been IssuedLocation: Swat River between Asrit and Kedam villages, Malakand Agency in North West Frontier Province of Pakistan.Time table: Construction start: March 2018, Complete: April 2023Estimated bidding date: December 2017Funding agency: Yunus Brothers GroupMethod of bidding: International BiddingScale of Project (Cost) (Amount of money) : $450 MillionEstimated construction period (Duration): 5 Years	민간 발주처(Yunus Brothers Group) 추진 사업으로파키스탄 내 유망 수력발전 프로젝트로 꼽힘.	KOTRA	Asrit-Kedam_Hyropower_Project_form___10_1503495340917.8.doc	2019-03-07 20:09	2019-03-07 20:09
7	8	2017-00252	Thakot Hydropower Project	2017-04-08	파키스탄	프로젝트	발전(수력)	KPK주 Battagram District	WAPDA(Water & Power Development)	F/S	국제입찰	최저가격	2017-12-15	Russian Government(잠정), AfW(독일, 잠정)	5000	2018-02-28	2023-02-28	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	프로젝트 개요: 4000 MW 규모의 수력발전소 건설 프로젝트로 댐(Roller-compacted concrete type)과 발전설비(26 km tunnel 포함)로 구성됨.위치: KPK주 인더스강 유역(수도 이슬라마바드에서 255km 거리)	WAPDA 수력발전 프로젝트의 경우 삼부토건(Golen Gol 프로젝트), 포스코엔지니어링(Tarbela 프로젝트) 등 한국 기업들이 기존에 수주 경험을 보유함.이에 WAPDA는 한국기업의 기술력을 인정하며 우호적인 입장을 나타내고 있으며향후에도 동 프로젝트를 포함하여 한국기업의 입찰 참여를 적극적으로 유치하려는 입장임.현재 F/S 진행 중이며 이르면 6월 중 마무리될 것으로 예상됨.러시아, 독일 자금 조달 예정이나 한국업체의 참가에는 제약이 없음을 발주처 담당자와 확인함.	KOTRA	<NA>	2019-03-07 20:09	2019-03-07 20:09
8	9	2017-00253	Tarbela Hydro Power 5th Extension Project	2017-04-08	파키스탄	프로젝트	발전(수력)	KPK주 Swabi District	WAPDA(Water & Power Development)	세부계획	국제입찰	최저가격	2017-08-25	World Bank	795	2017-10-27	2020-10-30	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	프로젝트 개요: 1410 MW 규모 수력발전소 확장 프로젝트로 470 MW 발전설비 3기로 구성됨.위치: KPK주 Swabi District 인더스강 Tarbela Dam	WAPDA 수력발전 프로젝트의 경우 삼부토건(Golen Gol 프로젝트), 포스코엔지니어링(Tarbela 프로젝트) 등 한국 기업들이 기존에 수주 경험을 보유함.이에 WAPDA는 한국기업의 기술력을 인정하며 우호적인 입장을 나타내고 있으며특히 해마다 반복되는 인더스강의 범람으로 인한 홍수를 예방하기 위해 수력발전 프로젝트를 활발히 추진 중임.향후에도 동 프로젝트를 포함하여 한국기업의 입찰 참여를 적극적으로 유치하려는 입장임.*관련문서로 프로젝트 상세 정보, World Bank와의 MOU 서명식 관련 문서, 기존 4차 확장 프로젝트 당시 World Bank 보고서(5차 확장에 대해 언급하고 있음)를 추가 등록함.	KOTRA	Tarbela_5th_Extension_project___detail_1493288742990.pdf, Tarbela_5th_Extension_with_the___World_Bank_and_AIIB_1493288860420.pdf, World_Bank_Document(Tarbela)_1493288918419.pdf	2019-03-07 20:09	2019-03-07 20:09
9	10	2017-00251	Development of 100 MW Solar Power Project	2017-04-08	파키스탄	프로젝트	신재생(태양광)	Sindh Districts	Ministry of Sindh, Energy Department	세부계획	국제입찰	최저가격	2017-08-15	현지 정부(49%), Private sector(51%)	250	2017-09-29	2019-03-29	카라치무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	프로젝트 개요: 20MW 태양광 발전소(solar photo-voltaic power plants) 5기를 건설하는 프로젝트(총 100MW).동 프로젝트 완료 이후 신드주정부는 2단계로 2018년까지 300MW 규모로 업그레이드도 계획 중임.위치: 신드주 내 5개 지역(i) Thatta,ii) Shaheed Benazirabad, iii) Larkana, iv) Sukkar, v) Jamshoro)재원조달방식: Public Private Partnership Mode	신드주정부는 태양광 등 신재생에너지 프로젝트를 적극적으로 추진 중이며 한국기업의 입찰참여에 긍정적인 입장을 보이고 있음.주정부 차관보(Mr. Abu Bakar)가 KOTRA 카라치무역관 주최 2015 파키스탄 전력개발 포럼에 연사로 참석하여 주정부 정책방향 및 프로젝트 현황을 소개한 바 있음.향후 국내기업의 적극적인 참여가 필요한 프로젝트로 보임.*관련문서로 전력개발 포럼 당시 발표자료를 추가 등록함. 슬라이드 31번의 100 MW Solar Projects 내용 참조	KOTRA	3_1493290710983. GOVERNMENT OF SINDH Presentation.pptx	2019-03-07 20:09	2019-03-07 20:09

	연번	프로젝트번호	프로젝트명	등록일자	국가명	중분류명	소분류명	현장위치	해외발주처명	프로젝트단계명	발주방식	사업자선정방식	입찰예정일자	재원조달	규모금액(백만불)	시공시작일자	시공종료일자	무역관명	문의사항링크	홈페이지	프로젝트소스	프로젝트상세정보	무역관의견	관련문서	자료원	등록일시	수정일시
1366	1367	2011-00216	러, 모스크바주 Stupino시 복합주차타워 건설 프로젝트	2011-04-08	러시아연방	프로젝트	건축(주택)	러시아 모스크바주 남부 Stupino시	Avto-Grad Technology	세부계획	기타	기타	2011-10-28	투자유치/합작투자	10	2012-01-02	2012-12-31	모스크바무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	비즈니스 플랜 파일, Auto-Grad Technology사 대표 서한 첨부- initial permissive documentation이 통과되었음, 토지 측량 작업중, 환경 감사 진행되었음, 건축 설비 연결 준비중, 3D-프로젝트/건물 및 인프라 모형이 개발되었음, 토지 소유권 등록 준비중- CJSC 'AUTO-GRAD TECHNOLOGY'는 '자체 인프라를 갖춘 복합 주차타워' 건설 투자 프로젝트를 실현하기 위해 2008년 9월 2일에 설립됨. 498대 분량의 현대 주차장은 서비스 시설(세차장,tire fitting shop (카센터),자동차 용품 가게),여가 시설을 (카페,레스토랑,피트니스-홀,자동차 가게,자동차 영화관,운동장,사무실 시설) 포함함. 건물의 총 면적은 14,600 제곱 미터이고 토지의 면적은 0,46 헥타르임. 주차장의 위치는 Stupino시,'South-West' micro-district,Sluzhbina street임	첨부된 비즈니스 플랜 자료 및 수익성 검토 필요(발주처 면담일지 및 사진/명함 파일 첨부)	KOTRA	Letter.jpg, THE BUSINESS PLAN.doc, 발주처 면담일지[오토그라드].hwp	2019-03-07 20:09	2019-03-07 20:09
1367	1368	2011-00215	러시아 고속철도 건설 프로젝트(HSRL1, 모스크바~상트페테르부르크 구간)	2011-04-07	러시아연방	프로젝트	토목(도로)	모스크바~상트페테르부르크	러시아 고속철도 공단 (High-Speed Rail Lines)	F/S	국제입찰	기타	2011-12-31	정부예산 및 투자유치	25000	2013-01-01	2017-12-31	모스크바무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	러시아 고속철도 프로젝트 프레젠테이션 자료 파일 첨부- 건설비용의 50%는 러시아 정부가 건설기간 중 지급, 나머지 50%는 건설사측이 우선 부담후 30년에 걸쳐 지급(이자 포함)될 계획임.- 현재 프랑스, 독일, 스페인, 포르투갈, 중국, 일본이 사업참여에 관심을 표명함.	ㅇ 한국측의 참여 상황 및 의견 - 주러 대한민국 대사관 및 KOTRA 관계자는 지속적으로 러시아 고속철도 공단과 접촉을 취하고 있으며, 우리기업의 관심도 높아지고 있는 상황임. 2011년 3월 : 한국철도시설공단, 현대종합상사, 현대Rotem 관계자들이 러시아 고속철도 공단을 방문해 한국고속철도 소개 및 사업 참여의지를 피력. 또한, 우리기업 관계자들은 대사관 및 KOTRA에 외교채널을 통한 사업참여 지원을 요청 러시아 고속철도 공단측은 현재 한국 고속철도에 대한 인지도가 낮은 편이어서 보다 적극적인 홍보가 필요할 것으로 보며, 고속철도 프로젝트가 HSRL 1 외에도 추가로 진행될 예정이기 때문에 지속적인 관심이 필요하다고 언급함.	KOTRA	러시아 고속철도 프로젝트 프렌젠테이션 자료.pdf, 명함_1427680033829.jpg	2019-03-07 20:09	2019-03-07 20:09
1368	1369	2011-00151	Miass 풍력발전 프로젝트	2011-03-29	러시아연방	프로젝트	발전(화력발전)	Miass city, Chelyabinsk Region	<NA>	계획	기타	기타	2011-12-01	발주자 펀딩/투자유치	1.7	2012-01-01	2014-03-31	노보시비르스크무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	일간지 및 기타 매체정보	시공개요, 현재진행상황, 재원조달 상세내역 등 ㅇ 시공개요 및 진행사항 - 프로젝트 추진 목적은 총 30kw 규모의 풍력발전소 건설로 가스 및 석유 발전 의존도 탈피 및대체 에너지 개발 추진 - 2011년 프로젝트 세부계획 확정 및 투자자 유치 - 프로젝트 정보는 현지 언론 및 자체 사이트 등을 통해 홍보가 되고 있는 것으로 파악됐으며, 첼랴빈스 크 주정부의 주요 추진 프로젝트에도 등재됨.(관련사이트 www.pravmin74.ru 참조)ㅇ 재원조달 내역 - 총액 1.7백만불 중 자체펀딩 예산은 69만불이며, 나머지 10.3백만불은 투자유치 추진	입찰시 주력포인트, 기타 수주전략, 발주처동향 등 ㅇ 발주처 정보- 발주업체는 국영기업으로 자원채굴, 에너지 발전 분야 뿐만아니라 러시아 미사일, 우주 로켓 개발에 참여하고 있는업체로 파악되고 있음.	KOTRA	<NA>	2019-03-07 20:09	2019-03-07 20:09
1369	1370	2011-00121	요하네스버그-더반 고속철 프로젝트	2011-03-25	남아프리카	프로젝트	<NA>	요하네스버그	Department of Transport	계획	국제입찰	최저가격	2011-07-29	발주자 펀딩 & 투자유치	3600~8600	2015-07-01	2020-07-31	요하네스버그무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	ㅇ 2010년 9월 남아공 교통부 장관이 ‘국가교통망마스터플랜 2010-2050’의 일환으로 공식발표하면서 공론화ㅇ 2011년 3월 현재 조벅-더반 고속철 프로젝트 기본계획안이 각료회의에 상정되어 승인 대기중ㅇ 기본계획안이 각료회의를 통과하는 즉시 F/S 개시 예정ㅇ 이상의 절차가 순조롭게 진행될 경우 2011년 6월 케이프타운에서 국제투자 컨퍼런스를 개최할 예정ㅇ 2011년 7월에 관심 기업으로부터 의향서(LOI) 수령할 계획ㅇ 조벅-더반 구간은 약 500km	ㅇ 교통부(DoT) 장관, 최근 줌바 대통령 아들(Duduzane Zuma), 굽타패밀리, 중국철도공사 커넥션이 동 프로젝트를 사실상 수주했다는 소문에 대해 강력히 부인ㅇ 향후 정부는 공정하고 투명한 국제입찰 절차를 거쳐 시행사를 선정할 계획임을 천명- 정부가 프로젝트 추진일정을 구체적으로 밝힘으로써 향후 추진 가능성이 매우 높은 것으로 평가하고 있음.- 이에 요하네스버그KBC는 6월 GPP행사에 Transnet(철도운영담당 공기업)의 고위실무자를 초청하여 동프로젝트를 국내에 소개 추진(초청장 발송)- TFR(Transnet Freight Rail)의 책임자 접촉중	KOTRA	고속철도사업(High Speed Railway).ppt	2019-03-07 20:09	2019-03-07 20:09
1370	1371	2011-00118	사하공화국 다란나흐스키 철광산 개발 및 가공공장 건설	2011-03-25	러시아연방	프로젝트	<NA>	사하공화국 올레크민스크시	JSC Corporation	F/S	국제입찰	기술심사	2012-02-15	발주자펀딩/투자유치	1807	2012-03-15	2022-03-15	블라디보스톡무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	The Tarinnahsky deposit iron ore is estimated as the largest known deposits in the Far East of Russia. Planning to build the Tarinnahsky mining and metallurgical plant which will have the capacity of 46 Mln. tons of iron ore per year. It will be the open pit-mine.	The Tarinnahsky deposit is located on the South of the Sakha Republic (Yakutia) and situated in 250 кm from the Olekminsk city and in 190 кm from the Hani railway station on the Baikal-Amur Mainline	KOTRA	South Yakuita Development Projects (8)1.doc	2019-03-07 20:09	2019-03-07 20:09
1371	1372	2011-00081	South Pars Phases 22, 23, 24	2011-03-18	이란	프로젝트	기타	ASSALUYEH	<NA>	계획	수의계약	기타	<NA>	발주자펀딩	10	<NA>	<NA>	테헤란무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	ㅇ 프로젝트 owner는 POGC/SEPANIR, 메인 Contractor는 MAPNA, Nardis, Kherad Energy & Environment Co는 sub-contractor임. ㅇ 동 프로젝트는 초기단계로서 Engineering 및 Procurement 참여를 요청하고 있음.ㅇ Scope of Work는 the design engineering, fabrication, assembling, supply materials, testing, inspection, packaging and delivery for the South Pars Gas Field Development Phases 22, 23 & 24, onshore facilities임. Packaging item은 polishing water package, potable water package and waste effluent treatment package임	이란 경제재제로 인해 유럽기업의 참가 부진으로 국내기업의 검토가 요망됨.	KOTRA	<NA>	2019-03-07 20:09	2019-03-07 20:09
1372	1373	2011-00087	Palawan 금/구리/망간 프로젝트	2011-03-18	필리핀	프로젝트	기타	Narra, Palawan,	<NA>	F/S	기타	기타	2011-11-30	합작투자	2	<NA>	<NA>	마닐라무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	ㅇ 탐사 단계- 현재 필리핀 관계당국(MGB, DENR 등)에 Special Mines Permit과 Expolration Permit 신청 상태* Permit No: SSMP-47/SSMP-48/ASSMP-171,ASSMP-172, EPA-067 AND EPA-068/ AREA= 7,500 HECTARESㅇ 금, 구리, 망간 매장량: 5백만 MT(노천광산)ㅇ한국기업과 협력 희망사항 - technology/development, and investments# 추가 상세 정보는 첨부 프로젝트 Presentation 참조시공개요, 현재진행상황, 재원조달 상세내역 등	- Aramaywan Metals는 Palawan 근거지로 하는 중견 광물광산 개발사 (직원수 150여명)- 노천 광산 (Open Pit 방식), 소형광산(Small-scale mining) 개발 건입찰시 주력포인트, 기타 수주전략, 발주처동향 등	KOTRA	Aramaywan Presentation.pptx	2019-03-07 20:09	2019-03-07 20:09
1373	1374	2011-00078	Shahroud Power Plants	2011-03-15	이란	프로젝트	발전(화력발전)	Shahrod City	<NA>	계획	수의계약	기타	2011-06-20	프로젝트 owner	12	2011-06-20	2012-12-31	테헤란무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	-프로젝트 owner는 IPDC, Consultant는 GNCE, 메인 Contractor는 MAPNA이며, Kherad Energy & Environment Co.는 MAPNA의 Subcontractor로 계약함. -Mechanical B.O.P for Shahroud Gas Turbine Power Plants(Fuel system, Water treatment plant, Fire system, Sewage treatment unit, wa	이란제재조치 이후 유럽 경쟁기업들의 이란 사업중단 등으로 인해 한국기업에게는 현지시장 진출의 기회가 될 수 있음.	KOTRA	<NA>	2019-03-07 20:09	2019-03-07 20:09
1374	1375	2011-00034	Transmission System : Lao-Border to Stung Treng	2011-02-04	캄보디아	프로젝트	기타	캄보디아 스텅트랭(Stung Treng)	<NA>	계획	국제입찰	최저가격	2011-12-01	국제기금(Wolrd Bank)	16	2012-02-01	2014-12-30	프놈펜무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	시공개요, 현재진행상황, 재원조달 상세내역 등 World Bank의 재원조달 아래 캄보디아 북쪽 지역 스텅트랭(Stung Treng)주의 전기를 라오스로 부터 수입하여 공급할 전력선 공사 프로젝트임. 캄보디아는 자체 전력생산능력이 극히 부족하여 인근국으로 부터 수입을 하고 있으며 라오스 국경에 위치한 북쪽 지역은 특히 낙후된 지역의 하나로 지역 발전을 위해 World Bank에서 재원을 지원하여 동 프로젝트를 시작하게 되었음.동 프로젝트는 World Bank라는 안정적 재원 뿐 아니라 캄보디아 전력공사(EDC)의 입찰 사업으로 전기 인프라가 낙후된 캄보디아 현실상 향후 많은 관련 공사 입찰이 예상됨. 따라서프로젝트 F/S는 끝났으며, 현재 프로젝트를 구현할 컨선턴트 선발작업이 진행 중이다. 컨설턴트가 최종 선발된 이후 향후 입찰 등 세부사항이 진행될 예정임	캄보디아 전력공사(EDC)는 캄보디아 정부기관 중 몇 안되는 현금흐름이 좋은 곳으로 물품대금 연체가 적고 사업파트너로서 괜찮은 곳으로 회자되고 있음. EDC와 좋은 관계를 유지하고, 시장을 지속적으로두드린다면 우리기업에게낙후된 캄보디아 전기 인프라 시장에 들어설 수 있는좋은 기회가 될 수 있음으로 추천하는 프로젝트임.	KOTRA	<NA>	2019-03-07 20:09	2019-03-07 20:09
1375	1376	2011-00027	우크라이나 Berdyansk지역 풍력발전소 건립	2011-01-31	우크라이나	프로젝트	<NA>	Zaporozhye region, Ukraine (Coast of Azov Sea near Berdyansk town)	<NA>	계획	국제입찰	최저가격	2012-03-30	자체예산	1	2012-04-02	2013-12-31	키예프무역관	news.kotra.or.kr/kotranews/subIndex/101.do	<NA>	발주처 면담	Name of the projectBerdyansk WindfarmIndustryWind PowerBriefly about the projectConstruction of Berdyansk Windfarm with installed capacity of about 150 MW, which will be located at Azov Sea coast in Zaporozhye region of Ukraine.Project ordering organization'Wind Power' LLC- Name of the org.'Wind Power' LLC- Contact info2A Pushkin Blvd, Donetsk,83001, Ukraine Tel.: +38 062 381 54 68Fax: +38 062 341 46 @* of the projectZaporozhye region, UkraineCoast of Azov Sea near Berdyansk townTender or contract without tender / International tenderFor WTGs - price quotation for international manufacturersIn the tender, what is the orderer''''s criteria - low price high quality or others (how will they decide participant)Main criteria - effectiveness of windfarm, which depends on WTGs'''' price, operating costs of each kWh produced, WTGs'''' capacity utilization factor, WTGs'''' availability factor, guarantee period and post-guarantee service, manufacturer''''s help with debt rising, etc. Also it''''s nessessary to fulf	DTEK사는 우크라이나 유력 대체에너지 회사로 우크라이나 최대 거부인 Rinat Akhmetov가 보유하고 있음. DTEK본사는 키예프에 위치하고 있으며 이 회사는 프로젝트 외에도 장비 소싱 등에도 관심이 있음. 우크라이나는 현재 Green Tariff 등 대체에너지 발전을 위한 인센티브 제도를 추진하고 있는 바협력 논의시 이에 대한 세부내역을확인할 필요가 있음.	KOTRA	<NA>	2019-03-07 20:09	2019-03-07 20:09

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