gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	100
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	14.7 KiB
Average record size in memory	150.3 B

Variable types

Text	2
Categorical	2
Numeric	13

Dataset

Description	Sample
Author	원투씨엠
URL	https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=c6135710-107f-11ec-9737-f9caa5f56514

Alerts

`jan_visit_stats_co` is highly overall correlated with `feb_visit_stats_co` and 11 other fields	High correlation
`feb_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 8 other fields	High correlation
`mar_visit_stats_co` is highly overall correlated with `apr_visit_stats_co` and 8 other fields	High correlation
`apr_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 9 other fields	High correlation
`may_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 9 other fields	High correlation
`jun_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 11 other fields	High correlation
`july_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 11 other fields	High correlation
`aug_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 11 other fields	High correlation
`sep_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 10 other fields	High correlation
`oct_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 11 other fields	High correlation
`nov_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 11 other fields	High correlation
`dec_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 7 other fields	High correlation
`accmlt_visit_stats_co` is highly overall correlated with `jan_visit_stats_co` and 11 other fields	High correlation
`trrsrt_addr` is highly overall correlated with `jan_visit_stats_co` and 1 other fields	High correlation
`brand_nm` is highly overall correlated with `trrsrt_addr`	High correlation
`trrsrt_cd` has unique values	Unique
`trrsrt_nm` has unique values	Unique
`jan_visit_stats_co` has 34 (34.0%) zeros	Zeros
`feb_visit_stats_co` has 54 (54.0%) zeros	Zeros
`mar_visit_stats_co` has 75 (75.0%) zeros	Zeros
`apr_visit_stats_co` has 53 (53.0%) zeros	Zeros
`may_visit_stats_co` has 41 (41.0%) zeros	Zeros
`jun_visit_stats_co` has 38 (38.0%) zeros	Zeros
`july_visit_stats_co` has 35 (35.0%) zeros	Zeros
`aug_visit_stats_co` has 40 (40.0%) zeros	Zeros
`sep_visit_stats_co` has 67 (67.0%) zeros	Zeros
`oct_visit_stats_co` has 33 (33.0%) zeros	Zeros
`nov_visit_stats_co` has 44 (44.0%) zeros	Zeros
`dec_visit_stats_co` has 81 (81.0%) zeros	Zeros
`accmlt_visit_stats_co` has 18 (18.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 09:40:07.628578
Analysis finished	2023-12-10 09:40:40.641704
Duration	33.01 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

trrsrt_cd
Text

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	1200
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	100 ?
Unique (%)	100.0%

Sample

1st row	P00000000907
2nd row	P00000002560
3rd row	P00000000909
4th row	P00000000910
5th row	P00000000911

Value	Count	Frequency (%)
p00000000907	1	1.0%
p00000001044	1	1.0%
p00000001055	1	1.0%
p00000001054	1	1.0%
p00000001053	1	1.0%
p00000001052	1	1.0%
p00000001051	1	1.0%
p00000001050	1	1.0%
p00000001049	1	1.0%
p00000001048	1	1.0%
Other values (90)	90	90.0%

Most occurring characters

Value	Count	Frequency (%)
0	822	68.5%
P	100	8.3%
1	91	7.6%
9	51	4.2%
5	24	2.0%
4	24	2.0%
6	21	1.8%
7	18	1.5%
2	17	1.4%
3	17	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1100	91.7%
Uppercase Letter	100	8.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	822	74.7%
1	91	8.3%
9	51	4.6%
5	24	2.2%
4	24	2.2%
6	21	1.9%
7	18	1.6%
2	17	1.5%
3	17	1.5%
8	15	1.4%

Uppercase Letter

Value	Count	Frequency (%)
P	100	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1100	91.7%
Latin	100	8.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	822	74.7%
1	91	8.3%
9	51	4.6%
5	24	2.2%
4	24	2.2%
6	21	1.9%
7	18	1.6%
2	17	1.5%
3	17	1.5%
8	15	1.4%

Latin

Value	Count	Frequency (%)
P	100	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1200	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	822	68.5%
P	100	8.3%
1	91	7.6%
9	51	4.2%
5	24	2.0%
4	24	2.0%
6	21	1.8%
7	18	1.5%
2	17	1.4%
3	17	1.4%

trrsrt_nm
Text

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	23
Median length	19
Mean length	13.53
Min length	7

Characters and Unicode

Total characters	1353
Distinct characters	180
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	100 ?
Unique (%)	100.0%

Sample

1st row	[안동]하회마을_성인
2nd row	[청도]홍차리에_애프터눈티
3rd row	[안동]안동시립민속박물관_성인
4th row	[안동]안동전통문화 컨텐츠박물관_성인
5th row	[안동]도산서원_성인

Value	Count	Frequency (%)
울진]엑스포공원	6	5.0%
울진]금강송	4	3.3%
예천	2	1.7%
안동]안동전통문화	2	1.7%
문경]문경새재	2	1.7%
문경]불정자연휴양림	2	1.7%
문경]오미자	2	1.7%
안동]하회마을_성인	1	0.8%
경주]포석정_성인	1	0.8%
곤충여행체험관_청소년	1	0.8%
Other values (98)	98	81.0%

Most occurring characters

Value	Count	Frequency (%)
[	100	7.4%
]	100	7.4%
_	92	6.8%
인	74	5.5%
소	55	4.1%
주	48	3.5%
성	46	3.4%
경	28	2.1%
동	27	2.0%
관	21	1.6%
Other values (170)	762	56.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1009	74.6%
Open Punctuation	106	7.8%
Close Punctuation	106	7.8%
Connector Punctuation	92	6.8%
Space Separator	21	1.6%
Other Punctuation	11	0.8%
Decimal Number	8	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
인	74	7.3%
소	55	5.5%
주	48	4.8%
성	46	4.6%
경	28	2.8%
동	27	2.7%
관	21	2.1%
안	21	2.1%
포	20	2.0%
청	17	1.7%
Other values (158)	652	64.6%

Decimal Number

Value	Count	Frequency (%)
2	2	25.0%
0	2	25.0%
9	2	25.0%
1	2	25.0%

Open Punctuation

Value	Count	Frequency (%)
[	100	94.3%
(	6	5.7%

Close Punctuation

Value	Count	Frequency (%)
]	100	94.3%
)	6	5.7%

Other Punctuation

Value	Count	Frequency (%)
/	9	81.8%
&	2	18.2%

Connector Punctuation

Value	Count	Frequency (%)
_	92	100.0%

Space Separator

Value	Count	Frequency (%)
	21	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1009	74.6%
Common	344	25.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
인	74	7.3%
소	55	5.5%
주	48	4.8%
성	46	4.6%
경	28	2.8%
동	27	2.7%
관	21	2.1%
안	21	2.1%
포	20	2.0%
청	17	1.7%
Other values (158)	652	64.6%

Common

Value	Count	Frequency (%)
[	100	29.1%
]	100	29.1%
_	92	26.7%
	21	6.1%
/	9	2.6%
)	6	1.7%
(	6	1.7%
&	2	0.6%
2	2	0.6%
0	2	0.6%
Other values (2)	4	1.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1009	74.6%
ASCII	344	25.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
[	100	29.1%
]	100	29.1%
_	92	26.7%
	21	6.1%
/	9	2.6%
)	6	1.7%
(	6	1.7%
&	2	0.6%
2	2	0.6%
0	2	0.6%
Other values (2)	4	1.2%

Hangul

Value	Count	Frequency (%)
인	74	7.3%
소	55	5.5%
주	48	4.8%
성	46	4.6%
경	28	2.8%
동	27	2.7%
관	21	2.1%
안	21	2.1%
포	20	2.0%
청	17	1.7%
Other values (158)	652	64.6%

trrsrt_addr
Categorical

HIGH CORRELATION

Distinct	42
Distinct (%)	42.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

경북 포항시 북구 두호동 1017	6
경북 울진군 근남면 수산리 63	6
경북 성주군 수륜면 수성리 104 어울림마당	6
경북 울진군 금강송면 십이령로 552	4
경북 경주시 배동 454-3	3
Other values (37)	75

Length

Max length	30
Median length	24
Mean length	18.48
Min length	13

Unique

Unique	7 ?
Unique (%)	7.0%

Sample

1st row	경북 안동시 풍천면 전서로 186
2nd row	경상북도 청도군 화양읍 합천리 590
3rd row	경북 안동시 민속촌길 13
4th row	경북 안동시 서동문로 203
5th row	경북 안동시 도산면 도산서원길 154

Common Values

Value	Count	Frequency (%)
경북 포항시 북구 두호동 1017	6	6.0%
경북 울진군 근남면 수산리 63	6	6.0%
경북 성주군 수륜면 수성리 104 어울림마당	6	6.0%
경북 울진군 금강송면 십이령로 552	4	4.0%
경북 경주시 배동 454-3	3	3.0%
경북 경주시 인왕동 517	3	3.0%
경북 경주시 황남동 33 일대	3	3.0%
경북 경주시 탑동 67-1	3	3.0%
경북 경주시 서악동 842	3	3.0%
경상북도 청도군 화양읍 합천리 590	3	3.0%
Other values (32)	60	60.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경북	85	17.5%
경주시	18	3.7%
안동시	17	3.5%
울진군	17	3.5%
경상북도	14	2.9%
포항시	11	2.3%
근남면	10	2.1%
상주시	10	2.1%
북구	9	1.9%
문경시	8	1.6%
Other values (111)	286	59.0%

brand_nm
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

경주 e누리	18
안동 e누리	17
울진 e누리	17
포항 e누리	11
상주 e누리	10
Other values (5)	27

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	안동 e누리
2nd row	청도 e누리
3rd row	안동 e누리
4th row	안동 e누리
5th row	안동 e누리

Common Values

Value	Count	Frequency (%)
경주 e누리	18	18.0%
안동 e누리	17	17.0%
울진 e누리	17	17.0%
포항 e누리	11	11.0%
상주 e누리	10	10.0%
문경 e누리	8	8.0%
영주 e누리	6	6.0%
성주 e누리	6	6.0%
예천 e누리	4	4.0%
청도 e누리	3	3.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
e누리	100	50.0%
경주	18	9.0%
안동	17	8.5%
울진	17	8.5%
포항	11	5.5%
상주	10	5.0%
문경	8	4.0%
영주	6	3.0%
성주	6	3.0%
예천	4	2.0%

jan_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	34.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.45

Minimum	0
Maximum	896
Zeros	34
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	7
Q3	26
95-th percentile	220.2
Maximum	896
Range	896
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	128.0136
Coefficient of variation (CV)	2.6978631
Kurtosis	24.00758
Mean	47.45
Median Absolute Deviation (MAD)	7
Skewness	4.5839725
Sum	4745
Variance	16387.482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	34	34.0%
12	8	8.0%
4	8	8.0%
18	5	5.0%
2	5	5.0%
26	4	4.0%
14	2	2.0%
94	2	2.0%
22	2	2.0%
6	2	2.0%
Other values (24)	28	28.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	34.0%
1	1	1.0%
2	5	5.0%
4	8	8.0%
6	2	2.0%
8	2	2.0%
10	2	2.0%
12	8	8.0%
14	2	2.0%
18	5	5.0%

Value	Count	Frequency (%)
896	1	1.0%
618	1	1.0%
500	1	1.0%
321	1	1.0%
300	1	1.0%
216	1	1.0%
198	1	1.0%
169	1	1.0%
168	1	1.0%
136	1	1.0%

feb_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	26.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.85

Minimum	0
Maximum	841
Zeros	54
Zeros (%)	54.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	12.5
95-th percentile	94.55
Maximum	841
Range	841
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	109.32099
Coefficient of variation (CV)	3.5436301
Kurtosis	34.969946
Mean	30.85
Median Absolute Deviation (MAD)	0
Skewness	5.6005096
Sum	3085
Variance	11951.078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	54	54.0%
4	8	8.0%
2	5	5.0%
24	3	3.0%
8	3	3.0%
14	2	2.0%
18	2	2.0%
12	2	2.0%
22	2	2.0%
5	2	2.0%
Other values (16)	17	17.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	54.0%
2	5	5.0%
4	8	8.0%
5	2	2.0%
6	1	1.0%
8	3	3.0%
12	2	2.0%
14	2	2.0%
16	1	1.0%
18	2	2.0%

Value	Count	Frequency (%)
841	1	1.0%
475	1	1.0%
462	1	1.0%
234	1	1.0%
181	1	1.0%
90	1	1.0%
84	1	1.0%
76	2	2.0%
68	1	1.0%
58	1	1.0%

mar_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.16

Minimum	0
Maximum	881
Zeros	75
Zeros (%)	75.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.25
95-th percentile	138.35
Maximum	881
Range	881
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	109.93384
Coefficient of variation (CV)	4.5502417
Kurtosis	41.192667
Mean	24.16
Median Absolute Deviation (MAD)	0
Skewness	6.0719887
Sum	2416
Variance	12085.449
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	75	75.0%
2	7	7.0%
5	3	3.0%
4	3	3.0%
3	2	2.0%
881	1	1.0%
488	1	1.0%
378	1	1.0%
197	1	1.0%
183	1	1.0%
Other values (5)	5	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	75.0%
1	1	1.0%
2	7	7.0%
3	2	2.0%
4	3	3.0%
5	3	3.0%
6	1	1.0%
20	1	1.0%
79	1	1.0%
136	1	1.0%

Value	Count	Frequency (%)
881	1	1.0%
488	1	1.0%
378	1	1.0%
197	1	1.0%
183	1	1.0%
136	1	1.0%
79	1	1.0%
20	1	1.0%
6	1	1.0%
5	3	3.0%

apr_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.98

Minimum	0
Maximum	1201
Zeros	53
Zeros (%)	53.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6.25
95-th percentile	294.75
Maximum	1201
Range	1201
Interquartile range (IQR)	6.25

Descriptive statistics

Standard deviation	164.23763
Coefficient of variation (CV)	3.651348
Kurtosis	28.60711
Mean	44.98
Median Absolute Deviation (MAD)	0
Skewness	5.0327963
Sum	4498
Variance	26974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	53	53.0%
4	6	6.0%
6	6	6.0%
2	5	5.0%
5	3	3.0%
13	2	2.0%
7	2	2.0%
8	2	2.0%
12	1	1.0%
10	1	1.0%
Other values (19)	19	19.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	53	53.0%
1	1	1.0%
2	5	5.0%
3	1	1.0%
4	6	6.0%
5	3	3.0%
6	6	6.0%
7	2	2.0%
8	2	2.0%
10	1	1.0%

Value	Count	Frequency (%)
1201	1	1.0%
728	1	1.0%
607	1	1.0%
465	1	1.0%
347	1	1.0%
292	1	1.0%
254	1	1.0%
190	1	1.0%
58	1	1.0%
37	1	1.0%

may_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	41
Distinct (%)	41.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	148.11

Minimum	0
Maximum	3824
Zeros	41
Zeros (%)	41.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	23.25
95-th percentile	845.4
Maximum	3824
Range	3824
Interquartile range (IQR)	23.25

Descriptive statistics

Standard deviation	513.83669
Coefficient of variation (CV)	3.469291
Kurtosis	30.578847
Mean	148.11
Median Absolute Deviation (MAD)	4
Skewness	5.1757465
Sum	14811
Variance	264028.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	41	41.0%
4	5	5.0%
8	3	3.0%
1	3	3.0%
9	3	3.0%
11	3	3.0%
5	2	2.0%
18	2	2.0%
2	2	2.0%
20	2	2.0%
Other values (31)	34	34.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	41	41.0%
1	3	3.0%
2	2	2.0%
3	1	1.0%
4	5	5.0%
5	2	2.0%
8	3	3.0%
9	3	3.0%
11	3	3.0%
13	2	2.0%

Value	Count	Frequency (%)
3824	1	1.0%
2424	1	1.0%
1768	1	1.0%
1175	1	1.0%
1119	1	1.0%
831	1	1.0%
731	1	1.0%
602	1	1.0%
475	1	1.0%
353	1	1.0%

jun_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	39
Distinct (%)	39.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	147.79

Minimum	0
Maximum	2323
Zeros	38
Zeros (%)	38.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	41.5
95-th percentile	1060.9
Maximum	2323
Range	2323
Interquartile range (IQR)	41.5

Descriptive statistics

Standard deviation	409.02667
Coefficient of variation (CV)	2.7676207
Kurtosis	13.310657
Mean	147.79
Median Absolute Deviation (MAD)	4
Skewness	3.5946076
Sum	14779
Variance	167302.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	38	38.0%
4	8	8.0%
6	5	5.0%
2	5	5.0%
10	3	3.0%
9	3	3.0%
1	3	3.0%
72	2	2.0%
16	2	2.0%
18	2	2.0%
Other values (29)	29	29.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	38.0%
1	3	3.0%
2	5	5.0%
4	8	8.0%
6	5	5.0%
9	3	3.0%
10	3	3.0%
12	1	1.0%
13	1	1.0%
16	2	2.0%

Value	Count	Frequency (%)
2323	1	1.0%
1924	1	1.0%
1700	1	1.0%
1387	1	1.0%
1192	1	1.0%
1054	1	1.0%
781	1	1.0%
754	1	1.0%
660	1	1.0%
480	1	1.0%

july_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	187.94

Minimum	0
Maximum	3514
Zeros	35
Zeros (%)	35.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	76.5
95-th percentile	1038.4
Maximum	3514
Range	3514
Interquartile range (IQR)	76.5

Descriptive statistics

Standard deviation	511.69249
Coefficient of variation (CV)	2.7226375
Kurtosis	20.736872
Mean	187.94
Median Absolute Deviation (MAD)	8
Skewness	4.2160048
Sum	18794
Variance	261829.21
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	35	35.0%
6	6	6.0%
8	4	4.0%
2	4	4.0%
14	3	3.0%
4	3	3.0%
10	2	2.0%
18	2	2.0%
38	2	2.0%
12	2	2.0%
Other values (36)	37	37.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	35.0%
2	4	4.0%
4	3	3.0%
6	6	6.0%
8	4	4.0%
10	2	2.0%
12	2	2.0%
14	3	3.0%
18	2	2.0%
22	1	1.0%

Value	Count	Frequency (%)
3514	1	1.0%
2036	1	1.0%
1890	1	1.0%
1832	1	1.0%
1236	1	1.0%
1028	1	1.0%
994	1	1.0%
854	1	1.0%
626	1	1.0%
600	1	1.0%

aug_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	40
Distinct (%)	40.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	155.74

Minimum	0
Maximum	3924
Zeros	40
Zeros (%)	40.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	69.5
95-th percentile	546.7
Maximum	3924
Range	3924
Interquartile range (IQR)	69.5

Descriptive statistics

Standard deviation	537.60281
Coefficient of variation (CV)	3.4519251
Kurtosis	30.057857
Mean	155.74
Median Absolute Deviation (MAD)	6
Skewness	5.2465007
Sum	15574
Variance	289016.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	40	40.0%
10	6	6.0%
6	4	4.0%
4	4	4.0%
38	3	3.0%
2	3	3.0%
14	3	3.0%
40	2	2.0%
60	2	2.0%
24	2	2.0%
Other values (30)	31	31.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	40.0%
2	3	3.0%
4	4	4.0%
6	4	4.0%
8	1	1.0%
10	6	6.0%
14	3	3.0%
18	2	2.0%
24	2	2.0%
34	1	1.0%

Value	Count	Frequency (%)
3924	1	1.0%
2648	1	1.0%
2108	1	1.0%
1346	1	1.0%
1206	1	1.0%
512	1	1.0%
368	1	1.0%
310	1	1.0%
226	1	1.0%
218	1	1.0%

sep_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	24.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.7

Minimum	0
Maximum	1100
Zeros	67
Zeros (%)	67.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	181.5
Maximum	1100
Range	1100
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	147.35688
Coefficient of variation (CV)	3.9086706
Kurtosis	31.961059
Mean	37.7
Median Absolute Deviation (MAD)	0
Skewness	5.3859747
Sum	3770
Variance	21714.051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	67	67.0%
6	4	4.0%
2	3	3.0%
10	3	3.0%
16	2	2.0%
4	2	2.0%
12	2	2.0%
76	1	1.0%
20	1	1.0%
26	1	1.0%
Other values (14)	14	14.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	67	67.0%
2	3	3.0%
4	2	2.0%
6	4	4.0%
10	3	3.0%
12	2	2.0%
16	2	2.0%
20	1	1.0%
22	1	1.0%
24	1	1.0%

Value	Count	Frequency (%)
1100	1	1.0%
658	1	1.0%
600	1	1.0%
364	1	1.0%
324	1	1.0%
174	1	1.0%
76	1	1.0%
64	1	1.0%
48	1	1.0%
44	1	1.0%

oct_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	48
Distinct (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	197.58

Minimum	0
Maximum	5638
Zeros	33
Zeros (%)	33.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	12
Q3	86.5
95-th percentile	799.2
Maximum	5638
Range	5638
Interquartile range (IQR)	86.5

Descriptive statistics

Standard deviation	704.51257
Coefficient of variation (CV)	3.5657079
Kurtosis	39.90266
Mean	197.58
Median Absolute Deviation (MAD)	12
Skewness	5.94764
Sum	19758
Variance	496337.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	33	33.0%
14	5	5.0%
8	4	4.0%
6	4	4.0%
2	4	4.0%
4	3	3.0%
12	3	3.0%
162	2	2.0%
16	2	2.0%
84	2	2.0%
Other values (38)	38	38.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	33.0%
2	4	4.0%
4	3	3.0%
6	4	4.0%
8	4	4.0%
12	3	3.0%
14	5	5.0%
16	2	2.0%
20	1	1.0%
22	1	1.0%

Value	Count	Frequency (%)
5638	1	1.0%
3268	1	1.0%
2234	1	1.0%
1574	1	1.0%
1202	1	1.0%
778	1	1.0%
450	1	1.0%
356	1	1.0%
332	1	1.0%
312	1	1.0%

nov_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	33.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.58

Minimum	0
Maximum	668
Zeros	44
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	24
95-th percentile	156.4
Maximum	668
Range	668
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	92.641721
Coefficient of variation (CV)	2.679055
Kurtosis	25.584338
Mean	34.58
Median Absolute Deviation (MAD)	4
Skewness	4.6828545
Sum	3458
Variance	8582.4885
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	44	44.0%
8	9	9.0%
10	6	6.0%
4	5	5.0%
52	3	3.0%
2	2	2.0%
44	2	2.0%
26	2	2.0%
24	2	2.0%
14	2	2.0%
Other values (23)	23	23.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	44	44.0%
2	2	2.0%
4	5	5.0%
6	1	1.0%
8	9	9.0%
10	6	6.0%
12	1	1.0%
14	2	2.0%
16	1	1.0%
18	1	1.0%

Value	Count	Frequency (%)
668	1	1.0%
408	1	1.0%
374	1	1.0%
238	1	1.0%
202	1	1.0%
154	1	1.0%
152	1	1.0%
134	1	1.0%
116	1	1.0%
98	1	1.0%

dec_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.32

Minimum	0
Maximum	128
Zeros	81
Zeros (%)	81.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	27.1
Maximum	128
Range	128
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	19.490935
Coefficient of variation (CV)	3.6637097
Kurtosis	23.286712
Mean	5.32
Median Absolute Deviation (MAD)	0
Skewness	4.7196576
Sum	532
Variance	379.89657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	81	81.0%
4	5	5.0%
10	3	3.0%
14	2	2.0%
2	2	2.0%
128	1	1.0%
90	1	1.0%
96	1	1.0%
54	1	1.0%
48	1	1.0%
Other values (2)	2	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	81	81.0%
2	2	2.0%
4	5	5.0%
8	1	1.0%
10	3	3.0%
14	2	2.0%
26	1	1.0%
48	1	1.0%
54	1	1.0%
90	1	1.0%

Value	Count	Frequency (%)
128	1	1.0%
96	1	1.0%
90	1	1.0%
54	1	1.0%
48	1	1.0%
26	1	1.0%
14	2	2.0%
10	3	3.0%
8	1	1.0%
4	5	5.0%

accmlt_visit_stats_co
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	73
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1062.2

Minimum	0
Maximum	24539
Zeros	18
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5.5
median	66
Q3	539
95-th percentile	5905.2
Maximum	24539
Range	24539
Interquartile range (IQR)	533.5

Descriptive statistics

Standard deviation	3256.6821
Coefficient of variation (CV)	3.0659782
Kurtosis	30.927019
Mean	1062.2
Median Absolute Deviation (MAD)	66
Skewness	5.1788229
Sum	106220
Variance	10605978
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	18.0%
4	5	5.0%
6	3	3.0%
48	2	2.0%
75	2	2.0%
37	2	2.0%
43	2	2.0%
1155	1	1.0%
98	1	1.0%
61	1	1.0%
Other values (63)	63	63.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	18.0%
1	1	1.0%
3	1	1.0%
4	5	5.0%
6	3	3.0%
18	1	1.0%
22	1	1.0%
23	1	1.0%
25	1	1.0%
27	1	1.0%

Value	Count	Frequency (%)
24539	1	1.0%
14347	1	1.0%
12757	1	1.0%
7034	1	1.0%
6593	1	1.0%
5869	1	1.0%
4013	1	1.0%
3232	1	1.0%
3050	1	1.0%
2972	1	1.0%

Heatmap
Table

	trrsrt_cd	trrsrt_nm	trrsrt_addr	brand_nm	jan_visit_stats_co	feb_visit_stats_co	mar_visit_stats_co	apr_visit_stats_co	may_visit_stats_co	jun_visit_stats_co	july_visit_stats_co	aug_visit_stats_co	sep_visit_stats_co	oct_visit_stats_co	nov_visit_stats_co	dec_visit_stats_co	accmlt_visit_stats_co
trrsrt_cd	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
trrsrt_nm	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
trrsrt_addr	1.000	1.000	1.000	1.000	0.939	0.669	0.621	0.630	0.724	0.760	0.649	0.728	0.728	0.728	0.738	0.819	0.640
brand_nm	1.000	1.000	1.000	1.000	0.314	0.589	0.379	0.330	0.386	0.346	0.373	0.440	0.440	0.440	0.483	0.425	0.601
jan_visit_stats_co	1.000	1.000	0.939	0.314	1.000	0.890	0.903	0.970	0.970	0.840	0.760	0.913	0.863	0.913	0.978	0.963	0.831
feb_visit_stats_co	1.000	1.000	0.669	0.589	0.890	1.000	0.909	0.875	0.906	0.910	0.841	0.909	0.909	0.909	0.932	0.906	0.982
mar_visit_stats_co	1.000	1.000	0.621	0.379	0.903	0.909	1.000	0.943	0.960	0.980	0.958	0.995	0.975	0.995	0.944	0.879	0.900
apr_visit_stats_co	1.000	1.000	0.630	0.330	0.970	0.875	0.943	1.000	0.986	0.900	0.825	0.943	0.925	0.943	0.980	0.977	0.885
may_visit_stats_co	1.000	1.000	0.724	0.386	0.970	0.906	0.960	0.986	1.000	0.961	0.902	0.960	0.903	0.960	0.986	0.969	0.965
jun_visit_stats_co	1.000	1.000	0.760	0.346	0.840	0.910	0.980	0.900	0.961	1.000	0.989	0.972	0.927	0.972	0.891	0.856	0.951
july_visit_stats_co	1.000	1.000	0.649	0.373	0.760	0.841	0.958	0.825	0.902	0.989	1.000	0.958	0.958	0.958	0.822	0.840	0.891
aug_visit_stats_co	1.000	1.000	0.728	0.440	0.913	0.909	0.995	0.943	0.960	0.972	0.958	1.000	0.995	1.000	0.960	0.944	0.900
sep_visit_stats_co	1.000	1.000	0.728	0.440	0.863	0.909	0.975	0.925	0.903	0.927	0.958	0.995	1.000	0.995	0.903	1.000	0.900
oct_visit_stats_co	1.000	1.000	0.728	0.440	0.913	0.909	0.995	0.943	0.960	0.972	0.958	1.000	0.995	1.000	0.960	0.944	0.900
nov_visit_stats_co	1.000	1.000	0.738	0.483	0.978	0.932	0.944	0.980	0.986	0.891	0.822	0.960	0.903	0.960	1.000	0.969	0.882
dec_visit_stats_co	1.000	1.000	0.819	0.425	0.963	0.906	0.879	0.977	0.969	0.856	0.840	0.944	1.000	0.944	0.969	1.000	0.897
accmlt_visit_stats_co	1.000	1.000	0.640	0.601	0.831	0.982	0.900	0.885	0.965	0.951	0.891	0.900	0.900	0.900	0.882	0.897	1.000

Heatmap
Table

	trrsrt_addr	brand_nm
trrsrt_addr	1.000	0.803
brand_nm	0.803	1.000

Heatmap
Table

	jan_visit_stats_co	feb_visit_stats_co	mar_visit_stats_co	apr_visit_stats_co	may_visit_stats_co	jun_visit_stats_co	july_visit_stats_co	aug_visit_stats_co	sep_visit_stats_co	oct_visit_stats_co	nov_visit_stats_co	dec_visit_stats_co	accmlt_visit_stats_co	trrsrt_addr	brand_nm
jan_visit_stats_co	1.000	0.830	0.385	0.540	0.569	0.614	0.680	0.714	0.589	0.686	0.652	0.637	0.751	0.540	0.159
feb_visit_stats_co	0.830	1.000	0.426	0.445	0.477	0.558	0.612	0.791	0.645	0.667	0.680	0.669	0.708	0.294	0.275
mar_visit_stats_co	0.385	0.426	1.000	0.733	0.674	0.651	0.505	0.514	0.532	0.660	0.633	0.326	0.603	0.230	0.203
apr_visit_stats_co	0.540	0.445	0.733	1.000	0.854	0.834	0.690	0.643	0.619	0.803	0.778	0.387	0.774	0.222	0.168
may_visit_stats_co	0.569	0.477	0.674	0.854	1.000	0.896	0.719	0.713	0.600	0.850	0.829	0.499	0.870	0.283	0.201
jun_visit_stats_co	0.614	0.558	0.651	0.834	0.896	1.000	0.833	0.808	0.613	0.894	0.865	0.543	0.918	0.308	0.161
july_visit_stats_co	0.680	0.612	0.505	0.690	0.719	0.833	1.000	0.862	0.600	0.849	0.792	0.641	0.898	0.246	0.200
aug_visit_stats_co	0.714	0.791	0.514	0.643	0.713	0.808	0.862	1.000	0.685	0.870	0.827	0.673	0.912	0.301	0.243
sep_visit_stats_co	0.589	0.645	0.532	0.619	0.600	0.613	0.600	0.685	1.000	0.688	0.638	0.462	0.654	0.301	0.243
oct_visit_stats_co	0.686	0.667	0.660	0.803	0.850	0.894	0.849	0.870	0.688	1.000	0.925	0.549	0.940	0.301	0.243
nov_visit_stats_co	0.652	0.680	0.633	0.778	0.829	0.865	0.792	0.827	0.638	0.925	1.000	0.585	0.892	0.294	0.263
dec_visit_stats_co	0.637	0.669	0.326	0.387	0.499	0.543	0.641	0.673	0.462	0.549	0.585	1.000	0.610	0.367	0.226
accmlt_visit_stats_co	0.751	0.708	0.603	0.774	0.870	0.918	0.898	0.912	0.654	0.940	0.892	0.610	1.000	0.274	0.282
trrsrt_addr	0.540	0.294	0.230	0.222	0.283	0.308	0.246	0.301	0.301	0.301	0.294	0.367	0.274	1.000	0.803
brand_nm	0.159	0.275	0.203	0.168	0.201	0.161	0.200	0.243	0.243	0.243	0.263	0.226	0.282	0.803	1.000

Count
Matrix

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.

First rows
Last rows

	trrsrt_cd	trrsrt_nm	trrsrt_addr	brand_nm	jan_visit_stats_co	feb_visit_stats_co	mar_visit_stats_co	apr_visit_stats_co	may_visit_stats_co	jun_visit_stats_co	july_visit_stats_co	aug_visit_stats_co	sep_visit_stats_co	oct_visit_stats_co	nov_visit_stats_co	accmlt_visit_stats_co
0	P00000000907	[안동]하회마을_성인	경북 안동시 풍천면 전서로 186	안동 e누리	136	58	3	37	48	129	172	190	44	240	98	1155
1	P00000002560	[청도]홍차리에_애프터눈티	경상북도 청도군 화양읍 합천리 590	청도 e누리	0	0	0	0	0	0	0	0	0	0	0	0
2	P00000000909	[안동]안동시립민속박물관_성인	경북 안동시 민속촌길 13	안동 e누리	26	14	0	0	0	0	8	14	0	8	0	70
3	P00000000910	[안동]안동전통문화 컨텐츠박물관_성인	경북 안동시 서동문로 203	안동 e누리	26	8	0	0	0	0	0	10	0	4	0	48
4	P00000000911	[안동]도산서원_성인	경북 안동시 도산면 도산서원길 154	안동 e누리	26	4	3	15	17	22	40	40	10	128	30	335
5	P00000000912	[안동]이육사문학관_성인	경북 안동시 도산면 백운로 525	안동 e누리	14	4	0	0	0	0	12	6	0	8	0	44
6	P00000000913	[안동]하회마을_소인	경북 안동시 풍천면 전서로 186	안동 e누리	94	42	0	20	15	52	22	40	16	86	32	419
7	P00000002561	[청도]홍차리에_티릴레이	경상북도 청도군 화양읍 합천리 590	청도 e누리	0	0	0	0	0	0	0	0	0	0	0	0
8	P00000000915	[안동]안동시립민속박물관_소인	경북 안동시 민속촌길 13	안동 e누리	22	12	0	0	0	0	2	6	0	0	0	42
9	P00000000916	[안동]안동전통문화 컨텐츠박물관_소인	경북 안동시 서동문로 203	안동 e누리	26	4	0	0	0	0	0	4	0	0	0	34

	trrsrt_cd	trrsrt_nm	trrsrt_addr	brand_nm	apr_visit_stats_co	may_visit_stats_co	jun_visit_stats_co	july_visit_stats_co	aug_visit_stats_co	sep_visit_stats_co	oct_visit_stats_co	nov_visit_stats_co	accmlt_visit_stats_co
90	P00000001076	[포항]새천년기념관_소인	경북 포항시 남구 호미곶면 해맞이로 136	포항 e누리	2	2	10	14	38	0	16	22	104
91	P00000001077	[포항]요트데이_주간/성인	경북 포항시 북구 두호동 1017	포항 e누리	0	0	0	36	2	10	0	0	48
92	P00000001078	[포항]요트데이_주간/청소년	경북 포항시 북구 두호동 1017	포항 e누리	0	0	0	0	0	0	0	0	0
93	P00000001079	[포항]요트데이_주간/소인	경북 포항시 북구 두호동 1017	포항 e누리	0	0	0	6	0	0	0	0	6
94	P00000001080	[포항]잭서프_강습	경북 포항시 북구 흥해읍 영일만항로 96 2층 202호	포항 e누리	0	0	2	50	18	10	4	0	84
95	P00000001081	[포항]잭서프_렌탈	경북 포항시 북구 흥해읍 영일만항로 96 2층 202호	포항 e누리	0	1	0	0	0	0	0	0	1
96	P00000001085	[포항]요트데이_야간/성인	경북 포항시 북구 두호동 1017	포항 e누리	0	0	0	0	0	0	0	0	0
97	P00000001086	[포항]요트데이_야간/청소년	경북 포항시 북구 두호동 1017	포항 e누리	0	0	0	0	0	0	0	0	0
98	P00000001087	[포항]요트데이_야간/소인	경북 포항시 북구 두호동 1017	포항 e누리	0	0	0	0	0	0	0	0	0
99	P00000001088	[포항]영일대 게스트하우스	경북 포항시 북구 삼호로 73	포항 e누리	0	0	0	34	0	0	2	0	36

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Open Punctuation

Close Punctuation

Other Punctuation

Connector Punctuation

Space Separator

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

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample