gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	94
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	12.1 KiB
Average record size in memory	131.4 B

Variable types

Categorical	3
Text	1
Numeric	10
DateTime	1

Dataset

Description	제주특별자치도 내 주요 관광지점의 입장객 현황 정보입니다.
Author	제주특별자치도
URL	https://www.data.go.kr/data/15084198/fileData.do

Alerts

`시도` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`2010년` is highly overall correlated with `2011년` and 2 other fields	High correlation
`2011년` is highly overall correlated with `2010년` and 4 other fields	High correlation
`2012년` is highly overall correlated with `2010년` and 3 other fields	High correlation
`2013년` is highly overall correlated with `2010년` and 8 other fields	High correlation
`2014년` is highly overall correlated with `2011년` and 7 other fields	High correlation
`2015년` is highly overall correlated with `2013년` and 5 other fields	High correlation
`2016년` is highly overall correlated with `2013년` and 5 other fields	High correlation
`2017년` is highly overall correlated with `2013년` and 5 other fields	High correlation
`2018년` is highly overall correlated with `2013년` and 5 other fields	High correlation
`2019년` is highly overall correlated with `2013년` and 5 other fields	High correlation
`내/외국인구분` is highly overall correlated with `2011년`	High correlation
`2010년` has 19 (20.2%) zeros	Zeros
`2011년` has 19 (20.2%) zeros	Zeros
`2012년` has 19 (20.2%) zeros	Zeros
`2013년` has 34 (36.2%) zeros	Zeros
`2014년` has 36 (38.3%) zeros	Zeros
`2015년` has 37 (39.4%) zeros	Zeros
`2016년` has 37 (39.4%) zeros	Zeros
`2017년` has 37 (39.4%) zeros	Zeros
`2018년` has 33 (35.1%) zeros	Zeros
`2019년` has 30 (31.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 09:11:12.023711
Analysis finished	2023-12-12 09:11:25.538638
Duration	13.51 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시도
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	884.0 B

제주특별자치도	94

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제주특별자치도	94	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제주특별자치도	94	100.0%

행정시
Categorical

Distinct	2
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	884.0 B

서귀포시	52
제주시	42

Length

Max length	4
Median length	4
Mean length	3.5531915
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
서귀포시	52	55.3%
제주시	42	44.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
서귀포시	52	55.3%
제주시	42	44.7%

관광지
Text

Distinct	47
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	884.0 B

Length

Max length	11
Median length	9
Mean length	6.3829787
Min length	3

Characters and Unicode

Total characters	600
Distinct characters	121
Distinct categories	4 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	(주)제주미니미니랜드
2nd row	(주)제주미니미니랜드
3rd row	국립제주박물관
4th row	국립제주박물관
5th row	도립미술관

Value	Count	Frequency (%)
주)제주미니미니랜드	2	2.0%
이중섭미술관	2	2.0%
일출랜드	2	2.0%
정방폭포	2	2.0%
서귀포도립해양공원	2	2.0%
서귀포자연휴양림	2	2.0%
서복전시관	2	2.0%
성산일출봉	2	2.0%
소인국테마파크	2	2.0%
신영영화박물관	2	2.0%
Other values (41)	82	80.4%

Most occurring characters

Value	Count	Frequency (%)
관	34	5.7%
주	28	4.7%
제	26	4.3%
물	20	3.3%
원	18	3.0%
박	16	2.7%
미	14	2.3%
공	14	2.3%
지	14	2.3%
아	12	2.0%
Other values (111)	404	67.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	588	98.0%
Space Separator	8	1.3%
Open Punctuation	2	0.3%
Close Punctuation	2	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	34	5.8%
주	28	4.8%
제	26	4.4%
물	20	3.4%
원	18	3.1%
박	16	2.7%
미	14	2.4%
공	14	2.4%
지	14	2.4%
아	12	2.0%
Other values (108)	392	66.7%

Space Separator

Value	Count	Frequency (%)
	8	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	588	98.0%
Common	12	2.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	34	5.8%
주	28	4.8%
제	26	4.4%
물	20	3.4%
원	18	3.1%
박	16	2.7%
미	14	2.4%
공	14	2.4%
지	14	2.4%
아	12	2.0%
Other values (108)	392	66.7%

Common

Value	Count	Frequency (%)
	8	66.7%
(	2	16.7%
)	2	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	588	98.0%
ASCII	12	2.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
관	34	5.8%
주	28	4.8%
제	26	4.4%
물	20	3.4%
원	18	3.1%
박	16	2.7%
미	14	2.4%
공	14	2.4%
지	14	2.4%
아	12	2.0%
Other values (108)	392	66.7%

ASCII

Value	Count	Frequency (%)
	8	66.7%
(	2	16.7%
)	2	16.7%

내/외국인구분
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	884.0 B

내국인	47
외국인	47

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
내국인	47	50.0%
외국인	47	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
내국인	47	50.0%
외국인	47	50.0%

2010년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	76
Distinct (%)	80.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	214035.37

Minimum	0
Maximum	1495779
Zeros	19
Zeros (%)	20.2%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	247.75
median	40982
Q3	269024
95-th percentile	901179.3
Maximum	1495779
Range	1495779
Interquartile range (IQR)	268776.25

Descriptive statistics

Standard deviation	343713.16
Coefficient of variation (CV)	1.6058708
Kurtosis	4.0093593
Mean	214035.37
Median Absolute Deviation (MAD)	40982
Skewness	2.0522648
Sum	20119325
Variance	1.1813874 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	20.2%
289965	1	1.1%
1495779	1	1.1%
1193	1	1.1%
111413	1	1.1%
686419	1	1.1%
113509	1	1.1%
89095	1	1.1%
773008	1	1.1%
490395	1	1.1%
Other values (66)	66	70.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	20.2%
16	1	1.1%
53	1	1.1%
90	1	1.1%
213	1	1.1%
220	1	1.1%
331	1	1.1%
496	1	1.1%
506	1	1.1%
1193	1	1.1%

Value	Count	Frequency (%)
1495779	1	1.1%
1471558	1	1.1%
1354077	1	1.1%
1141632	1	1.1%
961147	1	1.1%
868889	1	1.1%
773008	1	1.1%
743001	1	1.1%
697145	1	1.1%
686419	1	1.1%

2011년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	76
Distinct (%)	80.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	226161.06

Minimum	0
Maximum	1716917
Zeros	19
Zeros (%)	20.2%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	207.75
median	60394.5
Q3	254384.75
95-th percentile	940606.7
Maximum	1716917
Range	1716917
Interquartile range (IQR)	254177

Descriptive statistics

Standard deviation	363951.74
Coefficient of variation (CV)	1.6092591
Kurtosis	4.5805358
Mean	226161.06
Median Absolute Deviation (MAD)	60394.5
Skewness	2.1268683
Sum	21259140
Variance	1.3246087 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	20.2%
256889	1	1.1%
1716917	1	1.1%
1050	1	1.1%
114971	1	1.1%
656463	1	1.1%
95199	1	1.1%
54553	1	1.1%
729794	1	1.1%
738103	1	1.1%
Other values (66)	66	70.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	20.2%
31	1	1.1%
101	1	1.1%
122	1	1.1%
148	1	1.1%
182	1	1.1%
285	1	1.1%
305	1	1.1%
978	1	1.1%
1050	1	1.1%

Value	Count	Frequency (%)
1716917	1	1.1%
1546399	1	1.1%
1418502	1	1.1%
1089383	1	1.1%
942402	1	1.1%
939640	1	1.1%
814477	1	1.1%
764548	1	1.1%
738103	1	1.1%
729794	1	1.1%

2012년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	76
Distinct (%)	80.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	212094.61

Minimum	0
Maximum	1813015
Zeros	19
Zeros (%)	20.2%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	230
median	52914.5
Q3	288983
95-th percentile	904990.85
Maximum	1813015
Range	1813015
Interquartile range (IQR)	288753

Descriptive statistics

Standard deviation	351563.11
Coefficient of variation (CV)	1.6575769
Kurtosis	6.5003429
Mean	212094.61
Median Absolute Deviation (MAD)	52914.5
Skewness	2.4446491
Sum	19936893
Variance	1.2359662 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	20.2%
207247	1	1.1%
1813015	1	1.1%
2847	1	1.1%
124479	1	1.1%
555427	1	1.1%
82862	1	1.1%
8743	1	1.1%
137589	1	1.1%
1111386	1	1.1%
Other values (66)	66	70.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	20.2%
103	1	1.1%
105	1	1.1%
132	1	1.1%
138	1	1.1%
196	1	1.1%
332	1	1.1%
979	1	1.1%
1069	1	1.1%
2039	1	1.1%

Value	Count	Frequency (%)
1813015	1	1.1%
1437537	1	1.1%
1411341	1	1.1%
1134286	1	1.1%
1111386	1	1.1%
793855	1	1.1%
767381	1	1.1%
722635	1	1.1%
654409	1	1.1%
644004	1	1.1%

2013년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	61
Distinct (%)	64.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	176521.31

Minimum	0
Maximum	1804413
Zeros	34
Zeros (%)	36.2%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	7468
Q3	180953.25
95-th percentile	936872.95
Maximum	1804413
Range	1804413
Interquartile range (IQR)	180953.25

Descriptive statistics

Standard deviation	349137.26
Coefficient of variation (CV)	1.977876
Kurtosis	8.0943611
Mean	176521.31
Median Absolute Deviation (MAD)	7468
Skewness	2.7955425
Sum	16593003
Variance	1.2189683 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34	36.2%
20442	1	1.1%
141746	1	1.1%
92	1	1.1%
37152	1	1.1%
6205	1	1.1%
1804413	1	1.1%
1377282	1	1.1%
235291	1	1.1%
53384	1	1.1%
Other values (51)	51	54.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	36.2%
6	1	1.1%
50	1	1.1%
92	1	1.1%
147	1	1.1%
276	1	1.1%
359	1	1.1%
553	1	1.1%
683	1	1.1%
691	1	1.1%

Value	Count	Frequency (%)
1804413	1	1.1%
1377282	1	1.1%
1365165	1	1.1%
1349235	1	1.1%
1207661	1	1.1%
791064	1	1.1%
665682	1	1.1%
631449	1	1.1%
582701	1	1.1%
570867	1	1.1%

2014년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	59
Distinct (%)	62.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	178355.53

Minimum	0
Maximum	1785016
Zeros	36
Zeros (%)	38.3%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5000.5
Q3	147766.75
95-th percentile	1190255.7
Maximum	1785016
Range	1785016
Interquartile range (IQR)	147766.75

Descriptive statistics

Standard deviation	365640.18
Coefficient of variation (CV)	2.0500636
Kurtosis	7.5691262
Mean	178355.53
Median Absolute Deviation (MAD)	5000.5
Skewness	2.757237
Sum	16765420
Variance	1.3369274 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	38.3%
332779	1	1.1%
516768	1	1.1%
15516	1	1.1%
183202	1	1.1%
152204	1	1.1%
208	1	1.1%
30965	1	1.1%
4856	1	1.1%
1619935	1	1.1%
Other values (49)	49	52.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	38.3%
77	1	1.1%
142	1	1.1%
161	1	1.1%
191	1	1.1%
208	1	1.1%
392	1	1.1%
609	1	1.1%
889	1	1.1%
1386	1	1.1%

Value	Count	Frequency (%)
1785016	1	1.1%
1619935	1	1.1%
1348010	1	1.1%
1252181	1	1.1%
1234927	1	1.1%
1166202	1	1.1%
696200	1	1.1%
578780	1	1.1%
576281	1	1.1%
546772	1	1.1%

2015년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	58
Distinct (%)	61.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	181690.98

Minimum	0
Maximum	1785361
Zeros	37
Zeros (%)	39.4%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1893.5
Q3	156586.75
95-th percentile	1086422.4
Maximum	1785361
Range	1785361
Interquartile range (IQR)	156586.75

Descriptive statistics

Standard deviation	372011.25
Coefficient of variation (CV)	2.0474943
Kurtosis	7.0245362
Mean	181690.98
Median Absolute Deviation (MAD)	1893.5
Skewness	2.6796054
Sum	17078952
Variance	1.3839237 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37	39.4%
325067	1	1.1%
458342	1	1.1%
505425	1	1.1%
5233	1	1.1%
195644	1	1.1%
159535	1	1.1%
199	1	1.1%
48325	1	1.1%
1759	1	1.1%
Other values (48)	48	51.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	39.4%
53	1	1.1%
152	1	1.1%
193	1	1.1%
199	1	1.1%
376	1	1.1%
520	1	1.1%
589	1	1.1%
754	1	1.1%
1160	1	1.1%

Value	Count	Frequency (%)
1785361	1	1.1%
1628124	1	1.1%
1448984	1	1.1%
1224882	1	1.1%
1178192	1	1.1%
1037008	1	1.1%
933161	1	1.1%
717089	1	1.1%
690838	1	1.1%
630355	1	1.1%

2016년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	58
Distinct (%)	61.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	191035.54

Minimum	0
Maximum	1823177
Zeros	37
Zeros (%)	39.4%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2721.5
Q3	167272.5
95-th percentile	1092366.5
Maximum	1823177
Range	1823177
Interquartile range (IQR)	167272.5

Descriptive statistics

Standard deviation	388804.23
Coefficient of variation (CV)	2.0352455
Kurtosis	7.0363722
Mean	191035.54
Median Absolute Deviation (MAD)	2721.5
Skewness	2.6818471
Sum	17957341
Variance	1.5116873 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37	39.4%
319939	1	1.1%
461563	1	1.1%
506775	1	1.1%
7696	1	1.1%
209301	1	1.1%
144581	1	1.1%
208	1	1.1%
51728	1	1.1%
3098	1	1.1%
Other values (48)	48	51.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	39.4%
75	1	1.1%
208	1	1.1%
247	1	1.1%
299	1	1.1%
393	1	1.1%
573	1	1.1%
1543	1	1.1%
1589	1	1.1%
2026	1	1.1%

Value	Count	Frequency (%)
1823177	1	1.1%
1767374	1	1.1%
1457992	1	1.1%
1402539	1	1.1%
1194878	1	1.1%
1037168	1	1.1%
859410	1	1.1%
805658	1	1.1%
754778	1	1.1%
704648	1	1.1%

2017년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	58
Distinct (%)	61.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	174313.77

Minimum	0
Maximum	1758733
Zeros	37
Zeros (%)	39.4%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2190
Q3	107925.75
95-th percentile	916081.55
Maximum	1758733
Range	1758733
Interquartile range (IQR)	107925.75

Descriptive statistics

Standard deviation	368082.84
Coefficient of variation (CV)	2.1116109
Kurtosis	7.5929093
Mean	174313.77
Median Absolute Deviation (MAD)	2190
Skewness	2.7489885
Sum	16385494
Variance	1.3548498 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37	39.4%
337345	1	1.1%
685062	1	1.1%
633273	1	1.1%
8981	1	1.1%
168460	1	1.1%
486047	1	1.1%
898	1	1.1%
38722	1	1.1%
2080	1	1.1%
Other values (48)	48	51.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	39.4%
49	1	1.1%
108	1	1.1%
407	1	1.1%
439	1	1.1%
670	1	1.1%
898	1	1.1%
998	1	1.1%
1304	1	1.1%
2080	1	1.1%

Value	Count	Frequency (%)
1758733	1	1.1%
1738680	1	1.1%
1417292	1	1.1%
1184768	1	1.1%
934979	1	1.1%
905906	1	1.1%
894318	1	1.1%
814242	1	1.1%
777643	1	1.1%
685062	1	1.1%

2018년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	62
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157596.47

Minimum	0
Maximum	1498554
Zeros	33
Zeros (%)	35.1%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5579.5
Q3	135289
95-th percentile	829687.4
Maximum	1498554
Range	1498554
Interquartile range (IQR)	135289

Descriptive statistics

Standard deviation	307894.49
Coefficient of variation (CV)	1.953689
Kurtosis	6.4595729
Mean	157596.47
Median Absolute Deviation (MAD)	5579.5
Skewness	2.5541895
Sum	14814068
Variance	9.4799019 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	35.1%
6138	1	1.1%
502999	1	1.1%
452848	1	1.1%
9964	1	1.1%
159140	1	1.1%
133585	1	1.1%
367	1	1.1%
38828	1	1.1%
1025	1	1.1%
Other values (52)	52	55.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	35.1%
39	1	1.1%
45	1	1.1%
263	1	1.1%
367	1	1.1%
503	1	1.1%
610	1	1.1%
719	1	1.1%
1006	1	1.1%
1025	1	1.1%

Value	Count	Frequency (%)
1498554	1	1.1%
1331102	1	1.1%
1182598	1	1.1%
937239	1	1.1%
863646	1	1.1%
811402	1	1.1%
808824	1	1.1%
735522	1	1.1%
678984	1	1.1%
519306	1	1.1%

2019년
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	65
Distinct (%)	69.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	165455.26

Minimum	0
Maximum	1299352
Zeros	30
Zeros (%)	31.9%
Negative	0
Negative (%)	0.0%
Memory size	978.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	19299
Q3	152281.25
95-th percentile	807216.65
Maximum	1299352
Range	1299352
Interquartile range (IQR)	152281.25

Descriptive statistics

Standard deviation	293286.73
Coefficient of variation (CV)	1.7726045
Kurtosis	4.2797429
Mean	165455.26
Median Absolute Deviation (MAD)	19299
Skewness	2.1790878
Sum	15552794
Variance	8.6017107 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30	31.9%
12807	1	1.1%
432957	1	1.1%
27571	1	1.1%
480607	1	1.1%
12273	1	1.1%
206415	1	1.1%
128937	1	1.1%
357	1	1.1%
33320	1	1.1%
Other values (55)	55	58.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	31.9%
49	1	1.1%
170	1	1.1%
235	1	1.1%
238	1	1.1%
357	1	1.1%
514	1	1.1%
690	1	1.1%
708	1	1.1%
921	1	1.1%

Value	Count	Frequency (%)
1299352	1	1.1%
1265897	1	1.1%
1018635	1	1.1%
876843	1	1.1%
827808	1	1.1%
796129	1	1.1%
757856	1	1.1%
729749	1	1.1%
728623	1	1.1%
627289	1	1.1%

데이터기준일자
Date

CONSTANT

Distinct	1
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	884.0 B

Minimum	2021-06-30 00:00:00
Maximum	2021-06-30 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Heatmap
Table

	행정시	관광지	내/외국인구분	2010년	2011년	2012년	2013년	2014년	2015년	2016년	2017년	2018년	2019년
행정시	1.000	1.000	0.000	0.100	0.248	0.000	0.000	0.000	0.000	0.099	0.203	0.195	0.122
관광지	1.000	1.000	0.000	0.000	0.000	0.000	0.000	0.794	0.571	0.000	0.000	0.000	0.000
내/외국인구분	0.000	0.000	1.000	0.501	0.526	0.637	0.410	0.301	0.238	0.234	0.409	0.560	0.464
2010년	0.100	0.000	0.501	1.000	0.979	0.877	0.805	0.770	0.895	0.839	0.849	0.744	0.886
2011년	0.248	0.000	0.526	0.979	1.000	0.896	0.843	0.772	0.943	0.900	0.936	0.843	0.950
2012년	0.000	0.000	0.637	0.877	0.896	1.000	0.979	0.831	0.831	0.789	0.794	0.844	0.779
2013년	0.000	0.000	0.410	0.805	0.843	0.979	1.000	0.858	0.873	0.875	0.819	0.859	0.790
2014년	0.000	0.794	0.301	0.770	0.772	0.831	0.858	1.000	0.894	0.871	0.859	0.897	0.797
2015년	0.000	0.571	0.238	0.895	0.943	0.831	0.873	0.894	1.000	0.987	0.984	0.905	0.967
2016년	0.099	0.000	0.234	0.839	0.900	0.789	0.875	0.871	0.987	1.000	0.981	0.936	0.956
2017년	0.203	0.000	0.409	0.849	0.936	0.794	0.819	0.859	0.984	0.981	1.000	0.946	0.971
2018년	0.195	0.000	0.560	0.744	0.843	0.844	0.859	0.897	0.905	0.936	0.946	1.000	0.931
2019년	0.122	0.000	0.464	0.886	0.950	0.779	0.790	0.797	0.967	0.956	0.971	0.931	1.000

Heatmap
Table

	내/외국인구분	행정시
내/외국인구분	1.000	0.000
행정시	0.000	1.000

Heatmap
Table

	2010년	2011년	2012년	2013년	2014년	2015년	2016년	2017년	2018년	2019년	행정시	내/외국인구분
2010년	1.000	0.987	0.962	0.618	0.493	0.396	0.388	0.402	0.326	0.308	0.091	0.482
2011년	0.987	1.000	0.976	0.660	0.542	0.449	0.441	0.453	0.379	0.355	0.236	0.507
2012년	0.962	0.976	1.000	0.689	0.575	0.482	0.474	0.484	0.406	0.385	0.000	0.467
2013년	0.618	0.660	0.689	1.000	0.866	0.771	0.762	0.771	0.710	0.625	0.000	0.296
2014년	0.493	0.542	0.575	0.866	1.000	0.918	0.908	0.918	0.858	0.774	0.000	0.313
2015년	0.396	0.449	0.482	0.771	0.918	1.000	0.997	0.993	0.936	0.853	0.000	0.227
2016년	0.388	0.441	0.474	0.762	0.908	0.997	1.000	0.990	0.933	0.851	0.090	0.223
2017년	0.402	0.453	0.484	0.771	0.918	0.993	0.990	1.000	0.943	0.858	0.193	0.392
2018년	0.326	0.379	0.406	0.710	0.858	0.936	0.933	0.943	1.000	0.920	0.139	0.412
2019년	0.308	0.355	0.385	0.625	0.774	0.853	0.851	0.858	0.920	1.000	0.113	0.446
행정시	0.091	0.236	0.000	0.000	0.000	0.000	0.090	0.193	0.139	0.113	1.000	0.000
내/외국인구분	0.482	0.507	0.467	0.296	0.313	0.227	0.223	0.392	0.412	0.446	0.000	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

	시도	행정시	관광지	내/외국인구분	2010년	2011년	2012년	2013년	2014년	2015년	2016년	2017년	2018년	2019년	데이터기준일자
0	제주특별자치도	제주시	(주)제주미니미니랜드	내국인	289965	256889	207247	0	0	0	0	0	0	0	2021-06-30
1	제주특별자치도	제주시	(주)제주미니미니랜드	외국인	6834	9430	10270	0	0	0	0	0	0	0	2021-06-30
2	제주특별자치도	제주시	국립제주박물관	내국인	378495	449958	407345	370421	332779	349576	273663	219463	337930	358161	2021-06-30
3	제주특별자치도	제주시	국립제주박물관	외국인	6875	11350	16135	46037	13154	13572	32806	9778	5021	5356	2021-06-30
4	제주특별자치도	제주시	도립미술관	내국인	0	0	0	0	87322	142200	109270	91256	125093	126085	2021-06-30
5	제주특별자치도	제주시	도립미술관	외국인	0	0	0	0	1940	2028	3148	2143	1006	708	2021-06-30
6	제주특별자치도	제주시	만장굴관광지	내국인	588855	667348	644004	665682	576281	690838	704648	777643	678984	565772	2021-06-30
7	제주특별자치도	제주시	만장굴관광지	외국인	97841	118251	115632	112159	98492	63740	85160	55226	78488	76761	2021-06-30
8	제주특별자치도	제주시	민속자연사박물관	내국인	868889	942402	722635	582701	422494	376382	345149	316802	408872	307168	2021-06-30
9	제주특별자치도	제주시	민속자연사박물관	외국인	123903	113781	171320	263264	374213	380933	531025	88877	41727	84203	2021-06-30

	시도	행정시	관광지	내/외국인구분	2010년	2011년	2012년	2013년	2014년	2015년	2016년	2017년	2018년	2019년	데이터기준일자
84	제주특별자치도	서귀포시	천지연폭포	내국인	1471558	1546399	1437537	1365165	1348010	1628124	1823177	1738680	1331102	1265897	2021-06-30
85	제주특별자치도	서귀포시	천지연폭포	외국인	167062	202068	307859	337248	358329	184774	166167	68991	63840	57648	2021-06-30
86	제주특별자치도	서귀포시	카멜리아힐	내국인	0	0	0	0	0	0	0	0	519306	619210	2021-06-30
87	제주특별자치도	서귀포시	카멜리아힐	외국인	0	0	0	0	0	0	0	0	15941	99502	2021-06-30
88	제주특별자치도	서귀포시	테디베어뮤지엄	내국인	564182	509585	416450	420390	117294	0	0	0	0	0	2021-06-30
89	제주특별자치도	서귀포시	테디베어뮤지엄	외국인	158745	130397	149651	70874	86943	0	0	0	0	0	2021-06-30
90	제주특별자치도	서귀포시	퍼시픽랜드	내국인	556351	525456	472496	0	0	0	0	0	0	627289	2021-06-30
91	제주특별자치도	서귀포시	퍼시픽랜드	외국인	0	0	0	0	0	0	0	0	0	0	2021-06-30
92	제주특별자치도	서귀포시	한화아쿠아플라넷제주	내국인	0	0	0	0	1234927	1178192	1194878	1184768	937239	827808	2021-06-30
93	제주특별자치도	서귀포시	한화아쿠아플라넷제주	외국인	0	0	0	0	0	60425	221937	45467	58319	75879	2021-06-30

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample