gimi9 Pandas Profiling

Dataset statistics

Number of variables	8
Number of observations	10000
Missing cells	26835
Missing cells (%)	33.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	771.5 KiB
Average record size in memory	79.0 B

Variable types

Numeric	7
Text	1

Dataset

Description	기준_날짜,목적통행_패턴,총_승객수,총_승객수_일반,총_승객수_어린이,총_승객수_청소년,총_승객수_경로,총_승객수_장애인
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-21216/S/1/datasetView.do

Alerts

`총_승객수` is highly overall correlated with `총_승객수_일반` and 4 other fields	High correlation
`총_승객수_일반` is highly overall correlated with `총_승객수` and 4 other fields	High correlation
`총_승객수_어린이` is highly overall correlated with `총_승객수` and 4 other fields	High correlation
`총_승객수_청소년` is highly overall correlated with `총_승객수` and 4 other fields	High correlation
`총_승객수_경로` is highly overall correlated with `총_승객수` and 4 other fields	High correlation
`총_승객수_장애인` is highly overall correlated with `총_승객수` and 4 other fields	High correlation
`총_승객수_어린이` has 5576 (55.8%) missing values	Missing
`총_승객수_청소년` has 3976 (39.8%) missing values	Missing
`총_승객수_경로` has 8518 (85.2%) missing values	Missing
`총_승객수_장애인` has 8698 (87.0%) missing values	Missing

Reproduction

Analysis started	2024-04-06 13:11:01.206964
Analysis finished	2024-04-06 13:11:12.710908
Duration	11.5 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준_날짜
Real number (ℝ)

Distinct	477
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20232245

Minimum	20221208
Maximum	20240401
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20221208
5-th percentile	20230103
Q1	20230417
median	20230821
Q3	20231213
95-th percentile	20240311
Maximum	20240401
Range	19193
Interquartile range (IQR)	796

Descriptive statistics

Standard deviation	4553.154
Coefficient of variation (CV)	0.00022504443
Kurtosis	0.55253883
Mean	20232245
Median Absolute Deviation (MAD)	397
Skewness	0.43937607
Sum	2.0232245 × 10¹¹
Variance	20731211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20231117	35	0.4%
20240315	34	0.3%
20230912	34	0.3%
20230817	33	0.3%
20231226	33	0.3%
20240213	32	0.3%
20230623	31	0.3%
20231126	31	0.3%
20240318	31	0.3%
20240106	31	0.3%
Other values (467)	9675	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20221208	6	0.1%
20221209	30	0.3%
20221210	20	0.2%
20221211	13	0.1%
20221212	21	0.2%
20221213	23	0.2%
20221214	18	0.2%
20221215	21	0.2%
20221216	30	0.3%
20221217	24	0.2%

Value	Count	Frequency (%)
20240401	27	0.3%
20240331	19	0.2%
20240330	15	0.1%
20240329	19	0.2%
20240328	30	0.3%
20240327	17	0.2%
20240326	25	0.2%
20240325	16	0.2%
20240324	20	0.2%
20240323	28	0.3%

목적통행_패턴
Text

Distinct	240
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	46
Median length	42
Mean length	36.5346
Min length	5

Characters and Unicode

Total characters	365346
Distinct characters	16
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	①[지하철] → ②[버스] → ③[경기버스] → ④[지하철]
2nd row	①[지하철] → ②[지하철] → ③[버스]
3rd row	①[버스] → ②[지하철] → ③[경기버스] → ④[지하철]
4th row	①[버스] → ②[지하철] → ③[경기버스] → ④[지하철] → ⑤[지하철]
5th row	①[지하철] → ②[버스] → ③[지하철] → ④[경기버스] → ⑤[버스]

Value	Count	Frequency (%)
→	34550	43.7%
④[버스	3663	4.6%
③[버스	3640	4.6%
②[버스	3583	4.5%
①[버스	3475	4.4%
②[경기버스	3420	4.3%
⑤[버스	3414	4.3%
①[경기버스	3412	4.3%
①[지하철	3113	3.9%
③[경기버스	3058	3.9%
Other values (5)	13772	17.4%

Most occurring characters

Value	Count	Frequency (%)
	69100	18.9%
[	44550	12.2%
]	44550	12.2%
→	34550	9.5%
버	29946	8.2%
스	29946	8.2%
지	14604	4.0%
하	14604	4.0%
철	14604	4.0%
경	12171	3.3%
Other values (6)	56721	15.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	128046	35.0%
Space Separator	69100	18.9%
Open Punctuation	44550	12.2%
Close Punctuation	44550	12.2%
Other Number	44550	12.2%
Math Symbol	34550	9.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
버	29946	23.4%
스	29946	23.4%
지	14604	11.4%
하	14604	11.4%
철	14604	11.4%
경	12171	9.5%
기	12171	9.5%

Other Number

Value	Count	Frequency (%)
①	10000	22.4%
②	9907	22.2%
③	9621	21.6%
④	8757	19.7%
⑤	6265	14.1%

Space Separator

Value	Count	Frequency (%)
	69100	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	44550	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	44550	100.0%

Math Symbol

Value	Count	Frequency (%)
→	34550	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	237300	65.0%
Hangul	128046	35.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	69100	29.1%
[	44550	18.8%
]	44550	18.8%
→	34550	14.6%
①	10000	4.2%
②	9907	4.2%
③	9621	4.1%
④	8757	3.7%
⑤	6265	2.6%

Hangul

Value	Count	Frequency (%)
버	29946	23.4%
스	29946	23.4%
지	14604	11.4%
하	14604	11.4%
철	14604	11.4%
경	12171	9.5%
기	12171	9.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	158200	43.3%
Hangul	128046	35.0%
Enclosed Alphanum	44550	12.2%
Arrows	34550	9.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	69100	43.7%
[	44550	28.2%
]	44550	28.2%

Arrows

Value	Count	Frequency (%)
→	34550	100.0%

Hangul

Value	Count	Frequency (%)
버	29946	23.4%
스	29946	23.4%
지	14604	11.4%
하	14604	11.4%
철	14604	11.4%
경	12171	9.5%
기	12171	9.5%

Enclosed Alphanum

Value	Count	Frequency (%)
①	10000	22.4%
②	9907	22.2%
③	9621	21.6%
④	8757	19.7%
⑤	6265	14.1%

총_승객수
Real number (ℝ)

HIGH CORRELATION

Distinct	2052
Distinct (%)	20.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39343.241

Minimum	1
Maximum	5292943
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	7
median	27
Q3	196
95-th percentile	17633.25
Maximum	5292943
Range	5292942
Interquartile range (IQR)	189

Descriptive statistics

Standard deviation	341193.91
Coefficient of variation (CV)	8.672237
Kurtosis	152.92815
Mean	39343.241
Median Absolute Deviation (MAD)	25
Skewness	11.885048
Sum	3.9343241 × 10⁸
Variance	1.1641328 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	611	6.1%
2	420	4.2%
3	356	3.6%
4	305	3.0%
5	305	3.0%
6	288	2.9%
7	254	2.5%
8	236	2.4%
10	235	2.4%
9	225	2.2%
Other values (2042)	6765	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	611	6.1%
2	420	4.2%
3	356	3.6%
4	305	3.0%
5	305	3.0%
6	288	2.9%
7	254	2.5%
8	236	2.4%
9	225	2.2%
10	235	2.4%

Value	Count	Frequency (%)
5292943	1	< 0.1%
5188178	1	< 0.1%
5156190	1	< 0.1%
5115690	1	< 0.1%
5100240	1	< 0.1%
5061558	1	< 0.1%
5053563	1	< 0.1%
5049805	1	< 0.1%
5038379	1	< 0.1%
5035162	1	< 0.1%

총_승객수_일반
Real number (ℝ)

HIGH CORRELATION

Distinct	2029
Distinct (%)	20.4%
Missing	67
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	32038.66

Minimum	1
Maximum	4003565
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	7
median	25
Q3	186
95-th percentile	16902.4
Maximum	4003565
Range	4003564
Interquartile range (IQR)	179

Descriptive statistics

Standard deviation	263975.22
Coefficient of variation (CV)	8.2392716
Kurtosis	141.51423
Mean	32038.66
Median Absolute Deviation (MAD)	23
Skewness	11.392606
Sum	3.1824001 × 10⁸
Variance	6.9682917 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	619	6.2%
2	431	4.3%
3	372	3.7%
5	328	3.3%
4	305	3.0%
6	293	2.9%
7	255	2.5%
8	242	2.4%
10	241	2.4%
9	220	2.2%
Other values (2019)	6627	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	619	6.2%
2	431	4.3%
3	372	3.7%
4	305	3.0%
5	328	3.3%
6	293	2.9%
7	255	2.5%
8	242	2.4%
9	220	2.2%
10	241	2.4%

Value	Count	Frequency (%)
4003565	1	< 0.1%
3937918	1	< 0.1%
3934877	1	< 0.1%
3883238	1	< 0.1%
3872134	1	< 0.1%
3866369	1	< 0.1%
3851243	1	< 0.1%
3834080	1	< 0.1%
3809387	1	< 0.1%
3771697	1	< 0.1%

총_승객수_어린이
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	700
Distinct (%)	15.8%
Missing	5576
Missing (%)	55.8%
Infinite	0
Infinite (%)	0.0%
Mean	1963.3836

Minimum	1
Maximum	118248
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	24
95-th percentile	5795.65
Maximum	118248
Range	118247
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	11506.285
Coefficient of variation (CV)	5.8604364
Kurtosis	56.493506
Mean	1963.3836
Median Absolute Deviation (MAD)	2
Skewness	7.3667746
Sum	8686009
Variance	1.3239459 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1377	13.8%
2	534	5.3%
3	334	3.3%
4	211	2.1%
5	128	1.3%
6	87	0.9%
7	83	0.8%
8	65	0.7%
19	53	0.5%
12	47	0.5%
Other values (690)	1505	15.0%
(Missing)	5576	55.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1377	13.8%
2	534	5.3%
3	334	3.3%
4	211	2.1%
5	128	1.3%
6	87	0.9%
7	83	0.8%
8	65	0.7%
9	42	0.4%
10	35	0.4%

Value	Count	Frequency (%)
118248	1	< 0.1%
115928	1	< 0.1%
113894	1	< 0.1%
112886	1	< 0.1%
112757	1	< 0.1%
112075	1	< 0.1%
111739	1	< 0.1%
109367	1	< 0.1%
107835	1	< 0.1%
107797	1	< 0.1%

총_승객수_청소년
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	868
Distinct (%)	14.4%
Missing	3976
Missing (%)	39.8%
Infinite	0
Infinite (%)	0.0%
Mean	2415.7258

Minimum	1
Maximum	181820
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	4
Q3	35
95-th percentile	3387.85
Maximum	181820
Range	181819
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	15210.059
Coefficient of variation (CV)	6.296269
Kurtosis	67.819142
Mean	2415.7258
Median Absolute Deviation (MAD)	3
Skewness	8.0532694
Sum	14552332
Variance	2.313459 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1563	15.6%
2	708	7.1%
3	432	4.3%
4	321	3.2%
5	245	2.5%
6	206	2.1%
7	160	1.6%
8	126	1.3%
9	111	1.1%
12	76	0.8%
Other values (858)	2076	20.8%
(Missing)	3976	39.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1563	15.6%
2	708	7.1%
3	432	4.3%
4	321	3.2%
5	245	2.5%
6	206	2.1%
7	160	1.6%
8	126	1.3%
9	111	1.1%
10	75	0.8%

Value	Count	Frequency (%)
181820	1	< 0.1%
178970	1	< 0.1%
177917	1	< 0.1%
168001	1	< 0.1%
166933	1	< 0.1%
163597	1	< 0.1%
160691	1	< 0.1%
159178	1	< 0.1%
157353	1	< 0.1%
156793	1	< 0.1%

총_승객수_경로
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	537
Distinct (%)	36.2%
Missing	8518
Missing (%)	85.2%
Infinite	0
Infinite (%)	0.0%
Mean	28777.163

Minimum	1
Maximum	943701
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	16
Q3	381.75
95-th percentile	99304.9
Maximum	943701
Range	943700
Interquartile range (IQR)	377.75

Descriptive statistics

Standard deviation	140798.3
Coefficient of variation (CV)	4.8927096
Kurtosis	29.243184
Mean	28777.163
Median Absolute Deviation (MAD)	15
Skewness	5.5104774
Sum	42647755
Variance	1.9824162 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	124	1.2%
2	122	1.2%
3	109	1.1%
4	57	0.6%
5	44	0.4%
7	40	0.4%
8	36	0.4%
6	33	0.3%
12	32	0.3%
10	30	0.3%
Other values (527)	855	8.6%
(Missing)	8518	85.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	124	1.2%
2	122	1.2%
3	109	1.1%
4	57	0.6%
5	44	0.4%
6	33	0.3%
7	40	0.4%
8	36	0.4%
9	25	0.2%
10	30	0.3%

Value	Count	Frequency (%)
943701	1	< 0.1%
920748	1	< 0.1%
911153	1	< 0.1%
906790	1	< 0.1%
899238	1	< 0.1%
899113	1	< 0.1%
896646	1	< 0.1%
893677	1	< 0.1%
893199	1	< 0.1%
890873	1	< 0.1%

총_승객수_장애인
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	397
Distinct (%)	30.5%
Missing	8698
Missing (%)	87.0%
Infinite	0
Infinite (%)	0.0%
Mean	6464.7197

Minimum	1
Maximum	158274
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	8
Q3	156.5
95-th percentile	50533.2
Maximum	158274
Range	158273
Interquartile range (IQR)	154.5

Descriptive statistics

Standard deviation	25455.025
Coefficient of variation (CV)	3.9375295
Kurtosis	20.398487
Mean	6464.7197
Median Absolute Deviation (MAD)	7
Skewness	4.5599143
Sum	8417065
Variance	6.4795827 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	221	2.2%
2	122	1.2%
3	99	1.0%
4	69	0.7%
5	58	0.6%
6	42	0.4%
8	29	0.3%
7	24	0.2%
9	22	0.2%
10	20	0.2%
Other values (387)	596	6.0%
(Missing)	8698	87.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	221	2.2%
2	122	1.2%
3	99	1.0%
4	69	0.7%
5	58	0.6%
6	42	0.4%
7	24	0.2%
8	29	0.3%
9	22	0.2%
10	20	0.2%

Value	Count	Frequency (%)
158274	1	< 0.1%
155889	1	< 0.1%
154774	1	< 0.1%
151933	1	< 0.1%
150848	1	< 0.1%
150303	1	< 0.1%
150196	1	< 0.1%
149165	1	< 0.1%
149010	1	< 0.1%
148993	1	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	기준_날짜	총_승객수	총_승객수_일반	총_승객수_어린이	총_승객수_청소년	총_승객수_경로	총_승객수_장애인
기준_날짜	1.000	0.028	0.007	0.085	0.055	0.098	0.170
총_승객수	0.028	1.000	0.987	0.812	0.814	0.909	0.892
총_승객수_일반	0.007	0.987	1.000	0.806	0.839	0.941	0.939
총_승객수_어린이	0.085	0.812	0.806	1.000	0.894	0.787	0.819
총_승객수_청소년	0.055	0.814	0.839	0.894	1.000	0.834	0.762
총_승객수_경로	0.098	0.909	0.941	0.787	0.834	1.000	0.953
총_승객수_장애인	0.170	0.892	0.939	0.819	0.762	0.953	1.000

Heatmap
Table

	기준_날짜	총_승객수	총_승객수_일반	총_승객수_어린이	총_승객수_청소년	총_승객수_경로	총_승객수_장애인
기준_날짜	1.000	-0.012	-0.014	0.012	-0.021	-0.008	0.074
총_승객수	-0.012	1.000	0.999	0.894	0.920	0.948	0.907
총_승객수_일반	-0.014	0.999	1.000	0.891	0.915	0.944	0.903
총_승객수_어린이	0.012	0.894	0.891	1.000	0.902	0.917	0.888
총_승객수_청소년	-0.021	0.920	0.915	0.902	1.000	0.917	0.893
총_승객수_경로	-0.008	0.948	0.944	0.917	0.917	1.000	0.911
총_승객수_장애인	0.074	0.907	0.903	0.888	0.893	0.911	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

	기준_날짜	목적통행_패턴	총_승객수	총_승객수_일반	총_승객수_어린이	총_승객수_청소년	총_승객수_경로	총_승객수_장애인
36814	20231019	①[지하철] → ②[버스] → ③[경기버스] → ④[지하철]	74	72	<NA>	2	<NA>	<NA>
21849	20231227	①[지하철] → ②[지하철] → ③[버스]	5313	4863	152	298	<NA>	<NA>
3095	20240319	①[버스] → ②[지하철] → ③[경기버스] → ④[지하철]	114	107	<NA>	7	<NA>	<NA>
18116	20240112	①[버스] → ②[지하철] → ③[경기버스] → ④[지하철] → ⑤[지하철]	4	4	<NA>	<NA>	<NA>	<NA>
27901	20231128	①[지하철] → ②[버스] → ③[지하철] → ④[경기버스] → ⑤[버스]	8	7	<NA>	1	<NA>	<NA>
84161	20230228	①[버스] → ②[지하철] → ③[버스] → ④[지하철]	739	709	8	22	<NA>	<NA>
45716	20230907	①[지하철] → ②[경기버스] → ③[지하철] → ④[경기버스] → ⑤[지하철]	6	5	<NA>	1	<NA>	<NA>
92387	20230117	①[버스] → ②[버스] → ③[경기버스] → ④[지하철]	100	97	<NA>	3	<NA>	<NA>
70105	20230511	①[지하철] → ②[경기버스] → ③[버스] → ④[버스] → ⑤[지하철]	4	4	<NA>	<NA>	<NA>	<NA>
30250	20231118	①[경기버스] → ②[지하철] → ③[버스] → ④[경기버스] → ⑤[지하철]	11	11	<NA>	<NA>	<NA>	<NA>

	기준_날짜	목적통행_패턴	총_승객수	총_승객수_일반	총_승객수_어린이	총_승객수_청소년	총_승객수_경로	총_승객수_장애인
66647	20230529	①[경기버스] → ②[버스] → ③[버스] → ④[버스] → ⑤[지하철]	22	20	2	<NA>	<NA>	<NA>
9030	20240221	①[지하철] → ②[경기버스] → ③[경기버스] → ④[지하철] → ⑤[버스]	47	47	<NA>	<NA>	<NA>	<NA>
4191	20240314	①[경기버스] → ②[경기버스] → ③[버스] → ④[지하철] → ⑤[버스]	35	33	1	1	<NA>	<NA>
69133	20230516	①[지하철] → ②[경기버스] → ③[지하철] → ④[경기버스] → ⑤[버스]	3	3	<NA>	<NA>	<NA>	<NA>
86578	20230215	①[버스] → ②[경기버스] → ③[경기버스] → ④[지하철] → ⑤[버스]	15	13	<NA>	2	<NA>	<NA>
94902	20230104	①[버스] → ②[버스] → ③[버스] → ④[버스] → ⑤[지하철]	267	257	3	7	<NA>	<NA>
79196	20230325	①[경기버스] → ②[지하철] → ③[버스] → ④[지하철] → ⑤[버스]	53	52	<NA>	1	<NA>	<NA>
51797	20230810	①[버스] → ②[지하철] → ③[버스] → ④[지하철] → ⑤[지하철]	13	13	<NA>	<NA>	<NA>	<NA>
9651	20240219	①[경기버스] → ②[지하철] → ③[경기버스] → ④[지하철]	125	118	2	5	<NA>	<NA>
93041	20230113	①[경기버스] → ②[경기버스] → ③[경기버스] → ④[지하철] → ⑤[버스]	66	63	<NA>	3	<NA>	<NA>

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Number

Space Separator

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Arrows

Hangul

Enclosed Alphanum

Interactions

Correlations

Missing values

Sample