gimi9 Pandas Profiling

Dataset statistics

Number of variables	18
Number of observations	500
Missing cells	610
Missing cells (%)	6.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	76.3 KiB
Average record size in memory	156.3 B

Variable types

Numeric	11
Text	6
Categorical	1

Dataset

Description	샘플 데이터
Author	빅밸류
URL	https://bigdata.seoul.go.kr/data/selectSampleData.do?sample_data_seq=325

Alerts

`대지구분(DAEJI)` has constant value ""	Constant
`건물이름(BLDNAME)` has 246 (49.2%) missing values	Missing
`건물(동)이름(DONGNAME)` has 364 (72.8%) missing values	Missing
`전유부_키코드(PKCODE2)` has unique values	Unique
`부번(BUNJI2)` has 29 (5.8%) zeros	Zeros
`본건_사례수(PRED_BON_CNT)` has 187 (37.4%) zeros	Zeros
`주변건_사례수(PRED_SARE_CNT)` has 7 (1.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 15:06:54.032320
Analysis finished	2023-12-10 15:07:22.260154
Duration	28.23 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

PNU코드(PNU)
Real number (ℝ)

Distinct	499
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1465818 × 10¹⁸

Minimum	1.1110105 × 10¹⁸
Maximum	1.1740109 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1.1110105 × 10¹⁸
5-th percentile	1.1200115 × 10¹⁸
Q1	1.1305103 × 10¹⁸
median	1.1470103 × 10¹⁸
Q3	1.1620102 × 10¹⁸
95-th percentile	1.1740105 × 10¹⁸
Maximum	1.1740109 × 10¹⁸
Range	6.30004 × 10¹⁶
Interquartile range (IQR)	3.14999 × 10¹⁶

Descriptive statistics

Standard deviation	1.7714361 × 10¹⁶
Coefficient of variation (CV)	0.015449714
Kurtosis	-1.1505522
Mean	1.1465818 × 10¹⁸
Median Absolute Deviation (MAD)	1.65 × 10¹⁶
Skewness	-0.063628651
Sum	1.4418473 × 10¹⁸
Variance	3.1379859 × 10³²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1130510100102580601	2	0.4%
1153010900102810007	1	0.2%
1138010500100270024	1	0.2%
1126010300103300022	1	0.2%
1135010300103660012	1	0.2%
1130510300102520097	1	0.2%
1174010800105250006	1	0.2%
1171010800100650010	1	0.2%
1150010300100510044	1	0.2%
1123010900102860165	1	0.2%
Other values (489)	489	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1111010500100210001	1	0.2%
1111010900100790001	1	0.2%
1111010900101140002	1	0.2%
1111016800101920002	1	0.2%
1111016900100050045	1	0.2%
1111017000100160004	1	0.2%
1111017100100840001	1	0.2%
1111018400101850008	1	0.2%
1111018600101360001	1	0.2%
1111018600102350014	1	0.2%

Value	Count	Frequency (%)
1174010900103970419	1	0.2%
1174010900103630014	1	0.2%
1174010900102890043	1	0.2%
1174010900102280001	1	0.2%
1174010900102190001	1	0.2%
1174010900101670002	1	0.2%
1174010900101370013	1	0.2%
1174010900100360006	1	0.2%
1174010900100340004	1	0.2%
1174010800105550010	1	0.2%

기준년월(KEYMONTH)
Real number (ℝ)

Distinct	18
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	202033.39

Minimum	201912
Maximum	202105
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	201912
5-th percentile	202001
Q1	202005
median	202009
Q3	202101
95-th percentile	202105
Maximum	202105
Range	193
Interquartile range (IQR)	96

Descriptive statistics

Standard deviation	43.804617
Coefficient of variation (CV)	0.00021681869
Kurtosis	-0.96258283
Mean	202033.39
Median Absolute Deviation (MAD)	4
Skewness	0.91934465
Sum	1.010167 × 10⁸
Variance	1918.8445
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
202008	41	8.2%
202009	38	7.6%
202005	37	7.4%
202006	35	7.0%
202003	34	6.8%
202105	33	6.6%
202103	32	6.4%
202101	29	5.8%
202012	28	5.6%
202010	27	5.4%
Other values (8)	166	33.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201912	1	0.2%
202001	27	5.4%
202002	21	4.2%
202003	34	6.8%
202004	26	5.2%
202005	37	7.4%
202006	35	7.0%
202007	22	4.4%
202008	41	8.2%
202009	38	7.6%

Value	Count	Frequency (%)
202105	33	6.6%
202104	25	5.0%
202103	32	6.4%
202102	21	4.2%
202101	29	5.8%
202012	28	5.6%
202011	23	4.6%
202010	27	5.4%
202009	38	7.6%
202008	41	8.2%

표제부_키코드(PKCODE1)
Text

Distinct	495
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	15
Median length	11
Mean length	12.776
Min length	10

Characters and Unicode

Total characters	6388
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	490 ?
Unique (%)	98.0%

Sample

1st row	11305-13083
2nd row	11590-21381
3rd row	11500-100181744
4th row	11470-100235488
5th row	11500-1747

Value	Count	Frequency (%)
11710-100447819	2	0.4%
11500-100257712	2	0.4%
11260-100246330	2	0.4%
11590-16810	2	0.4%
11710-100464122	2	0.4%
11500-100286136	1	0.2%
11500-15552	1	0.2%
11680-10388	1	0.2%
11320-4174	1	0.2%
11320-13438	1	0.2%
Other values (485)	485	97.0%

Most occurring characters

Value	Count	Frequency (%)
1	1740	27.2%
0	1215	19.0%
2	593	9.3%
-	500	7.8%
3	404	6.3%
4	394	6.2%
5	378	5.9%
6	310	4.9%
7	295	4.6%
8	282	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5888	92.2%
Dash Punctuation	500	7.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1740	29.6%
0	1215	20.6%
2	593	10.1%
3	404	6.9%
4	394	6.7%
5	378	6.4%
6	310	5.3%
7	295	5.0%
8	282	4.8%
9	277	4.7%

Dash Punctuation

Value	Count	Frequency (%)
-	500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6388	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1740	27.2%
0	1215	19.0%
2	593	9.3%
-	500	7.8%
3	404	6.3%
4	394	6.2%
5	378	5.9%
6	310	4.9%
7	295	4.6%
8	282	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6388	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1740	27.2%
0	1215	19.0%
2	593	9.3%
-	500	7.8%
3	404	6.3%
4	394	6.2%
5	378	5.9%
6	310	4.9%
7	295	4.6%
8	282	4.4%

전유부_키코드(PKCODE2)
Text

UNIQUE

Distinct	500
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	15
Median length	12
Mean length	12.954
Min length	11

Characters and Unicode

Total characters	6477
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	500 ?
Unique (%)	100.0%

Sample

1st row	11410-70002
2nd row	11620-117005
3rd row	11290-80418
4th row	11215-100233544
5th row	11290-117521

Value	Count	Frequency (%)
11410-70002	1	0.2%
11260-52976	1	0.2%
11470-100197540	1	0.2%
11440-99912	1	0.2%
11305-38367	1	0.2%
11530-51787	1	0.2%
11710-65091	1	0.2%
11350-69416	1	0.2%
11530-134960	1	0.2%
11440-100223018	1	0.2%
Other values (490)	490	98.0%

Most occurring characters

Value	Count	Frequency (%)
1	1692	26.1%
0	1225	18.9%
2	536	8.3%
-	500	7.7%
5	446	6.9%
4	415	6.4%
3	380	5.9%
7	340	5.2%
6	335	5.2%
8	321	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5977	92.3%
Dash Punctuation	500	7.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1692	28.3%
0	1225	20.5%
2	536	9.0%
5	446	7.5%
4	415	6.9%
3	380	6.4%
7	340	5.7%
6	335	5.6%
8	321	5.4%
9	287	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6477	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1692	26.1%
0	1225	18.9%
2	536	8.3%
-	500	7.7%
5	446	6.9%
4	415	6.4%
3	380	5.9%
7	340	5.2%
6	335	5.2%
8	321	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6477	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1692	26.1%
0	1225	18.9%
2	536	8.3%
-	500	7.7%
5	446	6.9%
4	415	6.4%
3	380	5.9%
7	340	5.2%
6	335	5.2%
8	321	5.0%

대상지주소(ADDRESS)
Text

Distinct	429
Distinct (%)	85.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	27
Median length	24
Mean length	22.764
Min length	18

Characters and Unicode

Total characters	11382
Distinct characters	52
Distinct categories	5 ?
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	369 ?
Unique (%)	73.8%

Sample

1st row	서별은 동12지
2nd row	서별구 31**
3rd row	서별마 산11번
4th row	서별양 72**
5th row	서별동 동0-번

Value	Count	Frequency (%)
서별강	115	11.4%
서별송	39	3.9%
서별은	32	3.2%
	29	2.9%
서별구	28	2.8%
서별광	26	2.6%
서별마	26	2.6%
서별중	25	2.5%
서별동	25	2.5%
서별관	23	2.3%
Other values (271)	639	63.5%

Most occurring characters

Value	Count	Frequency (%)
*	7588	66.7%
서	532	4.7%
	507	4.5%
별	500	4.4%
동	452	4.0%
지	228	2.0%
1	194	1.7%
강	115	1.0%
3	110	1.0%
번	108	0.9%
Other values (42)	1048	9.2%

Most occurring categories

Value	Count	Frequency (%)
Other Punctuation	7588	66.7%
Other Letter	2347	20.6%
Decimal Number	871	7.7%
Space Separator	507	4.5%
Dash Punctuation	69	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	532	22.7%
별	500	21.3%
동	452	19.3%
지	228	9.7%
강	115	4.9%
번	108	4.6%
구	68	2.9%
송	39	1.7%
은	35	1.5%
중	28	1.2%
Other values (29)	242	10.3%

Decimal Number

Value	Count	Frequency (%)
1	194	22.3%
3	110	12.6%
2	105	12.1%
4	96	11.0%
5	65	7.5%
9	65	7.5%
0	64	7.3%
8	62	7.1%
7	57	6.5%
6	53	6.1%

Other Punctuation

Value	Count	Frequency (%)
*	7588	100.0%

Space Separator

Value	Count	Frequency (%)
	507	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	69	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9035	79.4%
Hangul	2347	20.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	532	22.7%
별	500	21.3%
동	452	19.3%
지	228	9.7%
강	115	4.9%
번	108	4.6%
구	68	2.9%
송	39	1.7%
은	35	1.5%
중	28	1.2%
Other values (29)	242	10.3%

Common

Value	Count	Frequency (%)
*	7588	84.0%
	507	5.6%
1	194	2.1%
3	110	1.2%
2	105	1.2%
4	96	1.1%
-	69	0.8%
5	65	0.7%
9	65	0.7%
0	64	0.7%
Other values (3)	172	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9035	79.4%
Hangul	2347	20.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	7588	84.0%
	507	5.6%
1	194	2.1%
3	110	1.2%
2	105	1.2%
4	96	1.1%
-	69	0.8%
5	65	0.7%
9	65	0.7%
0	64	0.7%
Other values (3)	172	1.9%

Hangul

Value	Count	Frequency (%)
서	532	22.7%
별	500	21.3%
동	452	19.3%
지	228	9.7%
강	115	4.9%
번	108	4.6%
구	68	2.9%
송	39	1.7%
은	35	1.5%
중	28	1.2%
Other values (29)	242	10.3%

자치구코드(SREG)
Real number (ℝ)

Distinct	25
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11462.2

Minimum	11110
Maximum	11740
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	11110
5-th percentile	11170
Q1	11305
median	11470
Q3	11620
95-th percentile	11710
Maximum	11740
Range	630
Interquartile range (IQR)	315

Descriptive statistics

Standard deviation	172.2725
Coefficient of variation (CV)	0.015029619
Kurtosis	-1.0393627
Mean	11462.2
Median Absolute Deviation (MAD)	150
Skewness	-0.081228359
Sum	5731100
Variance	29677.816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
11380	53	10.6%
11500	44	8.8%
11710	37	7.4%
11215	27	5.4%
11440	25	5.0%
11590	25	5.0%
11305	24	4.8%
11740	24	4.8%
11680	24	4.8%
11620	22	4.4%
Other values (15)	195	39.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11110	6	1.2%
11140	5	1.0%
11170	16	3.2%
11200	3	0.6%
11215	27	5.4%
11230	12	2.4%
11260	17	3.4%
11290	16	3.2%
11305	24	4.8%
11320	8	1.6%

Value	Count	Frequency (%)
11740	24	4.8%
11710	37	7.4%
11680	24	4.8%
11650	19	3.8%
11620	22	4.4%
11590	25	5.0%
11560	9	1.8%
11545	15	3.0%
11530	20	4.0%
11500	44	8.8%

법정동코드(SEUB)
Real number (ℝ)

Distinct	40
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10873

Minimum	10100
Maximum	18400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	10100
5-th percentile	10100
Q1	10200
median	10500
Q3	10825
95-th percentile	13200
Maximum	18400
Range	8300
Interquartile range (IQR)	625

Descriptive statistics

Standard deviation	1259.1194
Coefficient of variation (CV)	0.11580239
Kurtosis	15.99951
Mean	10873
Median Absolute Deviation (MAD)	300
Skewness	3.6760312
Sum	5436500
Variance	1585381.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
10300	83	16.6%
10200	69	13.8%
10100	58	11.6%
10500	43	8.6%
10700	36	7.2%
10600	35	7.0%
10800	29	5.8%
10900	27	5.4%
10400	22	4.4%
11800	11	2.2%
Other values (30)	87	17.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10100	58	11.6%
10200	69	13.8%
10300	83	16.6%
10400	22	4.4%
10500	43	8.6%
10600	35	7.0%
10700	36	7.2%
10800	29	5.8%
10900	27	5.4%
11000	2	0.4%

Value	Count	Frequency (%)
18400	1	0.2%
18300	2	0.4%
18100	1	0.2%
17500	1	0.2%
17400	3	0.6%
17100	1	0.2%
16200	2	0.4%
13900	3	0.6%
13800	2	0.4%
13600	1	0.2%

대지구분(DAEJI)
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	500

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	500	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	500	100.0%

본번(BUNJI1)
Real number (ℝ)

Distinct	366
Distinct (%)	73.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	373.9

Minimum	1
Maximum	4427
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1
5-th percentile	13
Q1	123
median	292
Q3	521.75
95-th percentile	976.5
Maximum	4427
Range	4426
Interquartile range (IQR)	398.75

Descriptive statistics

Standard deviation	368.19142
Coefficient of variation (CV)	0.98473234
Kurtosis	29.879721
Mean	373.9
Median Absolute Deviation (MAD)	189
Skewness	3.5880527
Sum	186950
Variance	135564.92
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	6	1.2%
494	4	0.8%
300	4	0.8%
164	4	0.8%
1	4	0.8%
13	4	0.8%
227	4	0.8%
4	3	0.6%
270	3	0.6%
221	3	0.6%
Other values (356)	461	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	0.8%
2	2	0.4%
3	1	0.2%
4	3	0.6%
5	6	1.2%
6	1	0.2%
8	2	0.4%
9	1	0.2%
10	3	0.6%
12	1	0.2%

Value	Count	Frequency (%)
4427	1	0.2%
1709	1	0.2%
1664	1	0.2%
1608	1	0.2%
1592	1	0.2%
1518	1	0.2%
1507	1	0.2%
1502	1	0.2%
1496	1	0.2%
1480	1	0.2%

부번(BUNJI2)
Real number (ℝ)

ZEROS

Distinct	145
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.15

Minimum	0
Maximum	1990
Zeros	29
Zeros (%)	5.8%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	18
Q3	47
95-th percentile	230.45
Maximum	1990
Range	1990
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	160.67858
Coefficient of variation (CV)	2.7164595
Kurtosis	90.687323
Mean	59.15
Median Absolute Deviation (MAD)	15
Skewness	8.4940121
Sum	29575
Variance	25817.607
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29	5.8%
1	21	4.2%
3	18	3.6%
4	17	3.4%
16	16	3.2%
2	16	3.2%
9	15	3.0%
6	14	2.8%
7	14	2.8%
12	12	2.4%
Other values (135)	328	65.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	29	5.8%
1	21	4.2%
2	16	3.2%
3	18	3.6%
4	17	3.4%
5	11	2.2%
6	14	2.8%
7	14	2.8%
8	10	2.0%
9	15	3.0%

Value	Count	Frequency (%)
1990	1	0.2%
1981	1	0.2%
1339	1	0.2%
804	1	0.2%
557	1	0.2%
476	1	0.2%
468	1	0.2%
457	1	0.2%
419	1	0.2%
412	1	0.2%

건물이름(BLDNAME)
Text

MISSING

Distinct	245
Distinct (%)	96.5%
Missing	246
Missing (%)	49.2%
Memory size	4.0 KiB

Length

Max length	15
Median length	12
Mean length	5.2322835
Min length	1

Characters and Unicode

Total characters	1329
Distinct characters	208
Distinct categories	8 ?
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	238 ?
Unique (%)	93.7%

Sample

1st row	아* 23
2nd row	아떼
3rd row	대스이*빌
4th row	창* 원힐리5*
5th row	복연주*

Value	Count	Frequency (%)
대아빌	4	1.5%
신*빌	3	1.1%
	3	1.1%
드*빌	2	0.7%
라*빌	2	0.7%
성하츠	2	0.7%
반*빌	2	0.7%
스*이	2	0.7%
에	2	0.7%
유빌지	2	0.7%
Other values (241)	247	91.1%

Most occurring characters

Value	Count	Frequency (%)
*	594	44.7%
빌	103	7.8%
스	42	3.2%
하	28	2.1%
아	22	1.7%
리	21	1.6%
	17	1.3%
대	15	1.1%
이	14	1.1%
주	12	0.9%
Other values (198)	461	34.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	657	49.4%
Other Punctuation	596	44.8%
Decimal Number	27	2.0%
Uppercase Letter	20	1.5%
Space Separator	17	1.3%
Lowercase Letter	9	0.7%
Open Punctuation	2	0.2%
Close Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
빌	103	15.7%
스	42	6.4%
하	28	4.3%
아	22	3.3%
리	21	3.2%
대	15	2.3%
이	14	2.1%
주	12	1.8%
동	11	1.7%
지	10	1.5%
Other values (163)	379	57.7%

Uppercase Letter

Value	Count	Frequency (%)
S	5	25.0%
H	2	10.0%
U	2	10.0%
R	2	10.0%
B	1	5.0%
O	1	5.0%
T	1	5.0%
C	1	5.0%
M	1	5.0%
L	1	5.0%
Other values (3)	3	15.0%

Decimal Number

Value	Count	Frequency (%)
1	6	22.2%
5	5	18.5%
2	5	18.5%
3	4	14.8%
4	2	7.4%
0	2	7.4%
6	1	3.7%
8	1	3.7%
9	1	3.7%

Lowercase Letter

Value	Count	Frequency (%)
e	3	33.3%
l	1	11.1%
v	1	11.1%
a	1	11.1%
d	1	11.1%
n	1	11.1%
m	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
*	594	99.7%
,	1	0.2%
.	1	0.2%

Space Separator

Value	Count	Frequency (%)
	17	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	657	49.4%
Common	643	48.4%
Latin	29	2.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
빌	103	15.7%
스	42	6.4%
하	28	4.3%
아	22	3.3%
리	21	3.2%
대	15	2.3%
이	14	2.1%
주	12	1.8%
동	11	1.7%
지	10	1.5%
Other values (163)	379	57.7%

Latin

Value	Count	Frequency (%)
S	5	17.2%
e	3	10.3%
H	2	6.9%
U	2	6.9%
R	2	6.9%
l	1	3.4%
B	1	3.4%
v	1	3.4%
a	1	3.4%
O	1	3.4%
Other values (10)	10	34.5%

Common

Value	Count	Frequency (%)
*	594	92.4%
	17	2.6%
1	6	0.9%
5	5	0.8%
2	5	0.8%
3	4	0.6%
4	2	0.3%
0	2	0.3%
(	2	0.3%
6	1	0.2%
Other values (5)	5	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	672	50.6%
Hangul	657	49.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	594	88.4%
	17	2.5%
1	6	0.9%
5	5	0.7%
S	5	0.7%
2	5	0.7%
3	4	0.6%
e	3	0.4%
H	2	0.3%
U	2	0.3%
Other values (25)	29	4.3%

Hangul

Value	Count	Frequency (%)
빌	103	15.7%
스	42	6.4%
하	28	4.3%
아	22	3.3%
리	21	3.2%
대	15	2.3%
이	14	2.1%
주	12	1.8%
동	11	1.7%
지	10	1.5%
Other values (163)	379	57.7%

건물(동)이름(DONGNAME)
Text

MISSING

Distinct	74
Distinct (%)	54.4%
Missing	364
Missing (%)	72.8%
Memory size	4.0 KiB

Length

Max length	11
Median length	8
Mean length	3.4926471
Min length	1

Characters and Unicode

Total characters	475
Distinct characters	124
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	63 ?
Unique (%)	46.3%

Sample

1st row	102동
2nd row	나동
3rd row	용민스위트빌
4th row	에이동
5th row	토미하우스

Value	Count	Frequency (%)
나동	11	8.1%
a동	10	7.4%
101동	10	7.4%
b동	9	6.6%
102동	8	5.9%
가동	8	5.9%
주건축물제1동	4	2.9%
2동	4	2.9%
104동	4	2.9%
1동	3	2.2%
Other values (64)	65	47.8%

Most occurring characters

Value	Count	Frequency (%)
동	92	19.4%
1	49	10.3%
0	27	5.7%
빌	25	5.3%
2	14	2.9%
나	13	2.7%
A	13	2.7%
B	12	2.5%
스	10	2.1%
가	9	1.9%
Other values (114)	211	44.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	340	71.6%
Decimal Number	105	22.1%
Uppercase Letter	27	5.7%
Other Punctuation	1	0.2%
Close Punctuation	1	0.2%
Open Punctuation	1	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	92	27.1%
빌	25	7.4%
나	13	3.8%
스	10	2.9%
가	9	2.6%
제	8	2.4%
라	7	2.1%
트	6	1.8%
리	6	1.8%
우	6	1.8%
Other values (99)	158	46.5%

Decimal Number

Value	Count	Frequency (%)
1	49	46.7%
0	27	25.7%
2	14	13.3%
4	5	4.8%
3	4	3.8%
8	2	1.9%
5	2	1.9%
6	1	1.0%
7	1	1.0%

Uppercase Letter

Value	Count	Frequency (%)
A	13	48.1%
B	12	44.4%
C	2	7.4%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	340	71.6%
Common	108	22.7%
Latin	27	5.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	92	27.1%
빌	25	7.4%
나	13	3.8%
스	10	2.9%
가	9	2.6%
제	8	2.4%
라	7	2.1%
트	6	1.8%
리	6	1.8%
우	6	1.8%
Other values (99)	158	46.5%

Common

Value	Count	Frequency (%)
1	49	45.4%
0	27	25.0%
2	14	13.0%
4	5	4.6%
3	4	3.7%
8	2	1.9%
5	2	1.9%
6	1	0.9%
7	1	0.9%
.	1	0.9%
Other values (2)	2	1.9%

Latin

Value	Count	Frequency (%)
A	13	48.1%
B	12	44.4%
C	2	7.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	340	71.6%
ASCII	135	28.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	92	27.1%
빌	25	7.4%
나	13	3.8%
스	10	2.9%
가	9	2.6%
제	8	2.4%
라	7	2.1%
트	6	1.8%
리	6	1.8%
우	6	1.8%
Other values (99)	158	46.5%

ASCII

Value	Count	Frequency (%)
1	49	36.3%
0	27	20.0%
2	14	10.4%
A	13	9.6%
B	12	8.9%
4	5	3.7%
3	4	3.0%
8	2	1.5%
5	2	1.5%
C	2	1.5%
Other values (5)	5	3.7%

호_이름(HONAME)
Text

Distinct	106
Distinct (%)	21.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	8
Median length	3
Mean length	3.558
Min length	2

Characters and Unicode

Total characters	1779
Distinct characters	22
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	57 ?
Unique (%)	11.4%

Sample

1st row	301
2nd row	301
3rd row	401호
4th row	203호
5th row	4층401호

Value	Count	Frequency (%)
302	38	7.6%
301	34	6.8%
201	30	6.0%
401	29	5.8%
202	25	5.0%
501	25	5.0%
402	21	4.2%
301호	21	4.2%
502	14	2.8%
201호	12	2.4%
Other values (97)	253	50.4%

Most occurring characters

Value	Count	Frequency (%)
0	482	27.1%
2	311	17.5%
1	297	16.7%
3	215	12.1%
호	183	10.3%
4	114	6.4%
5	74	4.2%
층	56	3.1%
6	14	0.8%
7	7	0.4%
Other values (12)	26	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1520	85.4%
Other Letter	252	14.2%
Uppercase Letter	3	0.2%
Space Separator	2	0.1%
Lowercase Letter	1	0.1%
Dash Punctuation	1	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	482	31.7%
2	311	20.5%
1	297	19.5%
3	215	14.1%
4	114	7.5%
5	74	4.9%
6	14	0.9%
7	7	0.5%
8	4	0.3%
9	2	0.1%

Other Letter

Value	Count	Frequency (%)
호	183	72.6%
층	56	22.2%
나	3	1.2%
이	3	1.2%
삼	3	1.2%
동	2	0.8%
제	2	0.8%

Uppercase Letter

Value	Count	Frequency (%)
A	2	66.7%
B	1	33.3%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Lowercase Letter

Value	Count	Frequency (%)
b	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1523	85.6%
Hangul	252	14.2%
Latin	4	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	482	31.6%
2	311	20.4%
1	297	19.5%
3	215	14.1%
4	114	7.5%
5	74	4.9%
6	14	0.9%
7	7	0.5%
8	4	0.3%
9	2	0.1%
Other values (2)	3	0.2%

Hangul

Value	Count	Frequency (%)
호	183	72.6%
층	56	22.2%
나	3	1.2%
이	3	1.2%
삼	3	1.2%
동	2	0.8%
제	2	0.8%

Latin

Value	Count	Frequency (%)
A	2	50.0%
b	1	25.0%
B	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1527	85.8%
Hangul	252	14.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	482	31.6%
2	311	20.4%
1	297	19.4%
3	215	14.1%
4	114	7.5%
5	74	4.8%
6	14	0.9%
7	7	0.5%
8	4	0.3%
9	2	0.1%
Other values (5)	7	0.5%

Hangul

Value	Count	Frequency (%)
호	183	72.6%
층	56	22.2%
나	3	1.2%
이	3	1.2%
삼	3	1.2%
동	2	0.8%
제	2	0.8%

건축연도(BLDCONYEAR)
Real number (ℝ)

Distinct	42
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2005.018

Minimum	1976
Maximum	2021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1976
5-th percentile	1987
Q1	1997
median	2003.5
Q3	2014
95-th percentile	2019
Maximum	2021
Range	45
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	10.281103
Coefficient of variation (CV)	0.0051276861
Kurtosis	-0.73790097
Mean	2005.018
Median Absolute Deviation (MAD)	9.5
Skewness	-0.38780391
Sum	1002509
Variance	105.70108
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
2002	53	10.6%
2016	32	6.4%
2003	30	6.0%
2013	27	5.4%
2001	26	5.2%
2012	23	4.6%
2017	20	4.0%
2014	19	3.8%
2018	19	3.8%
2015	18	3.6%
Other values (32)	233	46.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1976	1	0.2%
1977	1	0.2%
1979	2	0.4%
1980	3	0.6%
1981	1	0.2%
1983	2	0.4%
1985	5	1.0%
1986	9	1.8%
1987	3	0.6%
1988	3	0.6%

Value	Count	Frequency (%)
2021	5	1.0%
2020	13	2.6%
2019	13	2.6%
2018	19	3.8%
2017	20	4.0%
2016	32	6.4%
2015	18	3.6%
2014	19	3.8%
2013	27	5.4%
2012	23	4.6%

본건_사례수(PRED_BON_CNT)
Real number (ℝ)

ZEROS

Distinct	32
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.066

Minimum	0
Maximum	274
Zeros	187
Zeros (%)	37.4%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	17
Maximum	274
Range	274
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	13.541358
Coefficient of variation (CV)	3.3303881
Kurtosis	317.80457
Mean	4.066
Median Absolute Deviation (MAD)	1
Skewness	16.194735
Sum	2033
Variance	183.36838
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	187	37.4%
1	80	16.0%
2	62	12.4%
3	29	5.8%
4	29	5.8%
5	21	4.2%
7	13	2.6%
6	11	2.2%
8	9	1.8%
12	6	1.2%
Other values (22)	53	10.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	187	37.4%
1	80	16.0%
2	62	12.4%
3	29	5.8%
4	29	5.8%
5	21	4.2%
6	11	2.2%
7	13	2.6%
8	9	1.8%
9	3	0.6%

Value	Count	Frequency (%)
274	1	0.2%
42	1	0.2%
41	1	0.2%
40	1	0.2%
33	1	0.2%
30	2	0.4%
28	1	0.2%
26	2	0.4%
25	1	0.2%
22	1	0.2%

주변건_사례수(PRED_SARE_CNT)
Real number (ℝ)

ZEROS

Distinct	109
Distinct (%)	21.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.434

Minimum	0
Maximum	285
Zeros	7
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	9
median	18
Q3	36
95-th percentile	98.05
Maximum	285
Range	285
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	38.479852
Coefficient of variation (CV)	1.2643705
Kurtosis	15.447144
Mean	30.434
Median Absolute Deviation (MAD)	11
Skewness	3.4606033
Sum	15217
Variance	1480.699
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	31	6.2%
5	21	4.2%
13	18	3.6%
4	17	3.4%
11	16	3.2%
17	15	3.0%
9	15	3.0%
10	15	3.0%
18	14	2.8%
12	14	2.8%
Other values (99)	324	64.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	1.4%
1	6	1.2%
2	6	1.2%
3	7	1.4%
4	17	3.4%
5	21	4.2%
6	13	2.6%
7	31	6.2%
8	13	2.6%
9	15	3.0%

Value	Count	Frequency (%)
285	1	0.2%
263	1	0.2%
262	1	0.2%
257	1	0.2%
249	1	0.2%
222	1	0.2%
211	1	0.2%
186	1	0.2%
162	1	0.2%
158	1	0.2%

면적대비_전세시세(DEPO_AREA_PRED)
Real number (ℝ)

Distinct	495
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	475.95602

Minimum	170.38
Maximum	1652.78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	170.38
5-th percentile	243.535
Q1	305.9825
median	426.845
Q3	589.21
95-th percentile	857.1985
Maximum	1652.78
Range	1482.4
Interquartile range (IQR)	283.2275

Descriptive statistics

Standard deviation	211.85004
Coefficient of variation (CV)	0.44510423
Kurtosis	2.5784023
Mean	475.95602
Median Absolute Deviation (MAD)	132.35
Skewness	1.3210175
Sum	237978.01
Variance	44880.439
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
316.2	2	0.4%
310.3	2	0.4%
236.23	2	0.4%
280.83	2	0.4%
255.27	2	0.4%
785.56	1	0.2%
779.46	1	0.2%
462.99	1	0.2%
283.59	1	0.2%
528.42	1	0.2%
Other values (485)	485	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
170.38	1	0.2%
197.4	1	0.2%
200.49	1	0.2%
202.01	1	0.2%
202.95	1	0.2%
208.49	1	0.2%
208.56	1	0.2%
214.71	1	0.2%
218.45	1	0.2%
219.18	1	0.2%

Value	Count	Frequency (%)
1652.78	1	0.2%
1303.13	1	0.2%
1298.9	1	0.2%
1225.63	1	0.2%
1153.32	1	0.2%
1147.8	1	0.2%
1099.48	1	0.2%
1095.24	1	0.2%
1088.74	1	0.2%
1071.4	1	0.2%

예측_전세시세(DEPO_PRED)
Real number (ℝ)

Distinct	485
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20706.654

Minimum	4814
Maximum	144245
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	4814
5-th percentile	10030.35
Q1	15329
median	19315.5
Q3	24036
95-th percentile	32481.25
Maximum	144245
Range	139431
Interquartile range (IQR)	8707

Descriptive statistics

Standard deviation	10382.594
Coefficient of variation (CV)	0.50141341
Kurtosis	53.418398
Mean	20706.654
Median Absolute Deviation (MAD)	4430.5
Skewness	5.4799136
Sum	10353327
Variance	1.0779826 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18791	3	0.6%
13475	2	0.4%
20704	2	0.4%
11516	2	0.4%
25483	2	0.4%
18766	2	0.4%
16087	2	0.4%
23334	2	0.4%
15475	2	0.4%
14912	2	0.4%
Other values (475)	479	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4814	1	0.2%
5513	1	0.2%
6829	1	0.2%
7035	1	0.2%
7157	1	0.2%
7779	1	0.2%
7834	1	0.2%
8451	1	0.2%
8480	1	0.2%
8528	1	0.2%

Value	Count	Frequency (%)
144245	1	0.2%
109698	1	0.2%
85866	1	0.2%
69294	1	0.2%
47849	1	0.2%
45453	1	0.2%
42380	1	0.2%
42155	1	0.2%
41957	1	0.2%
40195	1	0.2%

Phik (φk)
Auto

Heatmap
Table

	PNU코드(PNU)	기준년월(KEYMONTH)	자치구코드(SREG)	법정동코드(SEUB)	본번(BUNJI1)	부번(BUNJI2)	건물(동)이름(DONGNAME)	건축연도(BLDCONYEAR)	본건_사례수(PRED_BON_CNT)	주변건_사례수(PRED_SARE_CNT)	면적대비_전세시세(DEPO_AREA_PRED)	예측_전세시세(DEPO_PRED)
PNU코드(PNU)	1.000	0.151	0.000	0.000	0.000	0.000	0.365	0.000	0.110	0.000	0.131	0.000
기준년월(KEYMONTH)	0.151	1.000	0.000	0.080	0.054	0.000	0.000	0.181	0.000	0.000	0.000	0.095
자치구코드(SREG)	0.000	0.000	1.000	0.051	0.202	0.000	0.496	0.130	0.000	0.000	0.000	0.000
법정동코드(SEUB)	0.000	0.080	0.051	1.000	0.000	0.000	0.942	0.000	0.292	0.321	0.000	0.000
본번(BUNJI1)	0.000	0.054	0.202	0.000	1.000	0.343	0.000	0.201	0.000	0.279	0.158	0.000
부번(BUNJI2)	0.000	0.000	0.000	0.000	0.343	1.000	0.000	0.036	0.000	0.000	0.185	0.000
건물(동)이름(DONGNAME)	0.365	0.000	0.496	0.942	0.000	0.000	1.000	0.000	1.000	0.444	0.000	0.873
건축연도(BLDCONYEAR)	0.000	0.181	0.130	0.000	0.201	0.036	0.000	1.000	0.000	0.086	0.000	0.215
본건_사례수(PRED_BON_CNT)	0.110	0.000	0.000	0.292	0.000	0.000	1.000	0.000	1.000	0.000	0.000	0.357
주변건_사례수(PRED_SARE_CNT)	0.000	0.000	0.000	0.321	0.279	0.000	0.444	0.086	0.000	1.000	0.000	0.000
면적대비_전세시세(DEPO_AREA_PRED)	0.131	0.000	0.000	0.000	0.158	0.185	0.000	0.000	0.000	0.000	1.000	0.028
예측_전세시세(DEPO_PRED)	0.000	0.095	0.000	0.000	0.000	0.000	0.873	0.215	0.357	0.000	0.028	1.000

Heatmap
Table

	PNU코드(PNU)	기준년월(KEYMONTH)	자치구코드(SREG)	법정동코드(SEUB)	본번(BUNJI1)	부번(BUNJI2)	건축연도(BLDCONYEAR)	본건_사례수(PRED_BON_CNT)	주변건_사례수(PRED_SARE_CNT)	면적대비_전세시세(DEPO_AREA_PRED)	예측_전세시세(DEPO_PRED)
PNU코드(PNU)	1.000	0.053	-0.022	0.062	0.004	-0.012	0.064	0.039	0.046	0.056	-0.062
기준년월(KEYMONTH)	0.053	1.000	-0.024	0.013	0.037	-0.026	0.027	-0.008	0.014	-0.123	-0.026
자치구코드(SREG)	-0.022	-0.024	1.000	0.075	0.096	0.002	0.005	0.024	-0.013	-0.054	0.057
법정동코드(SEUB)	0.062	0.013	0.075	1.000	-0.045	0.009	0.017	-0.004	-0.006	-0.032	-0.011
본번(BUNJI1)	0.004	0.037	0.096	-0.045	1.000	0.115	-0.046	-0.007	0.031	-0.059	-0.006
부번(BUNJI2)	-0.012	-0.026	0.002	0.009	0.115	1.000	-0.048	0.026	0.002	-0.018	0.007
건축연도(BLDCONYEAR)	0.064	0.027	0.005	0.017	-0.046	-0.048	1.000	0.034	0.026	0.011	0.017
본건_사례수(PRED_BON_CNT)	0.039	-0.008	0.024	-0.004	-0.007	0.026	0.034	1.000	0.054	-0.031	-0.076
주변건_사례수(PRED_SARE_CNT)	0.046	0.014	-0.013	-0.006	0.031	0.002	0.026	0.054	1.000	-0.063	-0.005
면적대비_전세시세(DEPO_AREA_PRED)	0.056	-0.123	-0.054	-0.032	-0.059	-0.018	0.011	-0.031	-0.063	1.000	-0.083
예측_전세시세(DEPO_PRED)	-0.062	-0.026	0.057	-0.011	-0.006	0.007	0.017	-0.076	-0.005	-0.083	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	PNU코드(PNU)	기준년월(KEYMONTH)	표제부_키코드(PKCODE1)	전유부_키코드(PKCODE2)	대상지주소(ADDRESS)	자치구코드(SREG)	법정동코드(SEUB)	대지구분(DAEJI)	본번(BUNJI1)	부번(BUNJI2)	건물이름(BLDNAME)	건물(동)이름(DONGNAME)	호_이름(HONAME)	건축연도(BLDCONYEAR)	본건_사례수(PRED_BON_CNT)	주변건_사례수(PRED_SARE_CNT)	면적대비_전세시세(DEPO_AREA_PRED)	예측_전세시세(DEPO_PRED)
0	1153010900102810007	202105	11305-13083	11410-70002	서별은 동12지	11215	10700	1	13	43	<NA>	<NA>	301	2015	3	41	914.98	21788
1	1123010800101030150	202012	11590-21381	11620-117005	서별구 31**	11545	10300	1	66	7	<NA>	<NA>	301	2015	0	9	1052.54	42380
2	1147010200105540002	202009	11500-100181744	11290-80418	서별마 산11번	11140	10700	1	49	8	<NA>	<NA>	401호	2020	0	5	603.79	17569
3	1150010900106060045	202011	11470-100235488	11215-100233544	서별양 72**	11440	12900	1	90	109	아* 23	<NA>	203호	1979	1	18	282.23	15769
4	1168010500101240011	202001	11500-1747	11290-117521	서별동 동0-번	11710	10800	1	245	31	아떼	<NA>	4층401호	2020	1	38	642.49	24657
5	1150010600107170023	202004	11650-100237754	11710-100242469	서별은 동31**	11710	10800	1	72	26	<NA>	102동	302	2002	0	29	236.75	8480
6	1165010100104560025	202008	11320-100209034	11140-100224030	서별강 산6-번	11560	10800	1	472	32	<NA>	나동	401	1991	1	9	506.39	16141
7	1174010700104640013	202007	11440-27601	11680-100264179	서별강 동7지**	11380	10700	1	152	62	대스이*빌	<NA>	301	2010	1	75	280.2	21943
8	1130510300105270061	202005	11530-6181	11380-66947	서별서 동02**	11620	11800	1	337	11	<NA>	<NA>	403	2002	0	6	533.23	28311
9	1117012300100080015	202008	11290-100219712	11530-59834	서별성 동-8**	11590	10900	1	48	201	<NA>	<NA>	402	2019	4	5	247.1	19113

	PNU코드(PNU)	기준년월(KEYMONTH)	표제부_키코드(PKCODE1)	전유부_키코드(PKCODE2)	대상지주소(ADDRESS)	자치구코드(SREG)	법정동코드(SEUB)	대지구분(DAEJI)	본번(BUNJI1)	부번(BUNJI2)	건물이름(BLDNAME)	건물(동)이름(DONGNAME)	호_이름(HONAME)	건축연도(BLDCONYEAR)	본건_사례수(PRED_BON_CNT)	주변건_사례수(PRED_SARE_CNT)	면적대비_전세시세(DEPO_AREA_PRED)	예측_전세시세(DEPO_PRED)
490	1138010800100220009	202105	11215-10117	11560-100224420	서별강 동94**	11380	12300	1	470	7	라하츠*라	<NA>	302호	1994	0	17	347.98	14535
491	1154510200101940013	202101	11500-100184471	11590-100236206	서별구 동11지	11170	10300	1	1518	274	대파빌	A동	202	1996	1	53	299.88	13928
492	1162010200106100121	202003	11140-21692	11710-149410	서별은 동35**	11740	10100	1	268	4	역동자의	<NA>	302	2018	3	7	560.59	20204
493	1130510200101480309	202102	11350-100188993	11320-102388	서별관 동99**	11740	10600	1	526	83	<NA>	<NA>	402호	2003	11	33	484.87	21370
494	1126010400101210084	202008	11590-100208496	11305-73838	서별중 동78지	11545	10800	1	297	10	차*빌	<NA>	202	1980	0	8	236.23	22985
495	1111018600102350014	202008	11710-23874	11620-102201	서별송 동7지**	11545	11100	1	1592	115	<NA>	<NA>	2층202호	1983	7	24	308.12	12706
496	1165010100105410152	202006	11500-26766	11590-58859	서별강 동54지	11470	10200	1	578	3	베트	제3동	505	2016	2	4	241.99	24894
497	1154510200109570002	202008	11710-16948	11320-100206968	서별용 원1-번	11350	10900	1	86	30	정아빌	삼보월드빌	501호	2017	0	6	316.55	20866
498	1150010300104300010	202009	11200-4293	11380-106510	서별광 동1번**	11440	10700	1	178	43	체*빌	101동	302	1987	17	11	336.75	24357
499	1141012000100050193	202003	11320-4723	11710-100234747	서별광 동44지	11260	12100	1	256	17	아스	<NA>	501	2015	22	4	504.99	34987

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

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

Uppercase Letter

Other Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul