gimi9 Pandas Profiling

Dataset statistics

Number of variables	25
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.2 MiB
Average record size in memory	231.0 B

Variable types

Categorical	2
Numeric	22
Text	1

Dataset

Description	대구도시철도 역별 일별 시간별 수송인원현황(2024. 1. 1.~2024. 3. 31.)에 대한 데이터로 역별, 일자별, 시간대별로 승하차인원을 조회할 수 있는 자료입니다.
Author	대구교통공사
URL	https://www.data.go.kr/data/15002503/fileData.do

Alerts

05시-06시 has 352 (3.5%) zeros Zeros

Reproduction

Analysis started	2024-04-21 00:57:35.131561
Analysis finished	2024-04-21 00:57:35.830134
Duration	0.7 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

월
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

3	3539
1	3395
2	3066

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	3539	35.4%
1	3395	34.0%
2	3066	30.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	3539	35.4%
1	3395	34.0%
2	3066	30.7%

일
Real number (ℝ)

Distinct	31
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.6727

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	30
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.8212219
Coefficient of variation (CV)	0.56283996
Kurtosis	-1.1811834
Mean	15.6727
Median Absolute Deviation (MAD)	8
Skewness	0.031941389
Sum	156727
Variance	77.813956
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
26	348	3.5%
17	348	3.5%
15	344	3.4%
8	343	3.4%
4	341	3.4%
6	340	3.4%
9	336	3.4%
12	336	3.4%
10	334	3.3%
3	333	3.3%
Other values (21)	6597	66.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	323	3.2%
2	330	3.3%
3	333	3.3%
4	341	3.4%
5	319	3.2%
6	340	3.4%
7	328	3.3%
8	343	3.4%
9	336	3.4%
10	334	3.3%

Value	Count	Frequency (%)
31	333	3.3%
30	215	2.1%
29	222	2.2%
28	323	3.2%
27	332	3.3%
26	348	3.5%
25	330	3.3%
24	333	3.3%
23	321	3.2%
22	325	3.2%

역번호
Real number (ℝ)

Distinct	91
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2257.382

Minimum	1150
Maximum	3410
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1150
5-th percentile	1190
Q1	1370
median	2280
Q3	3180
95-th percentile	3370
Maximum	3410
Range	2260
Interquartile range (IQR)	1810

Descriptive statistics

Standard deviation	813.91369
Coefficient of variation (CV)	0.36055647
Kurtosis	-1.4946373
Mean	2257.382
Median Absolute Deviation (MAD)	910
Skewness	0.042945602
Sum	22573820
Variance	662455.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1390	129	1.3%
2300	128	1.3%
2240	126	1.3%
3290	123	1.2%
1380	123	1.2%
1370	122	1.2%
2230	122	1.2%
1360	120	1.2%
2430	119	1.2%
1160	119	1.2%
Other values (81)	8769	87.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1150	114	1.1%
1160	119	1.2%
1170	106	1.1%
1180	112	1.1%
1190	114	1.1%
1200	108	1.1%
1210	113	1.1%
1220	106	1.1%
1230	108	1.1%
1240	111	1.1%

Value	Count	Frequency (%)
3410	115	1.1%
3400	110	1.1%
3390	118	1.2%
3380	100	1.0%
3370	100	1.0%
3360	107	1.1%
3350	108	1.1%
3340	116	1.2%
3330	95	0.9%
3320	116	1.2%

역명
Text

Distinct	91
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	2
Mean length	2.7977
Min length	2

Characters and Unicode

Total characters	27977
Distinct characters	113
Distinct categories	2 ?
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	남산
2nd row	용계
3rd row	반월당2
4th row	중앙로
5th row	정평

Value	Count	Frequency (%)
해안	129	1.3%
반월당2	128	1.3%
죽전	126	1.3%
청라언덕3	123	1.2%
동촌	123	1.2%
아양교	122	1.2%
용산	122	1.2%
동구청	120	1.2%
임당	119	1.2%
화원	119	1.2%
Other values (81)	8769	87.7%

Most occurring characters

Value	Count	Frequency (%)
대	1605	5.7%
구	866	3.1%
장	777	2.8%
원	756	2.7%
성	747	2.7%
산	684	2.4%
월	676	2.4%
동	571	2.0%
시	561	2.0%
명	548	2.0%
Other values (103)	20186	72.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	27304	97.6%
Decimal Number	673	2.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
대	1605	5.9%
구	866	3.2%
장	777	2.8%
원	756	2.8%
성	747	2.7%
산	684	2.5%
월	676	2.5%
동	571	2.1%
시	561	2.1%
명	548	2.0%
Other values (100)	19513	71.5%

Decimal Number

Value	Count	Frequency (%)
3	233	34.6%
2	224	33.3%
1	216	32.1%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	27304	97.6%
Common	673	2.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
대	1605	5.9%
구	866	3.2%
장	777	2.8%
원	756	2.8%
성	747	2.7%
산	684	2.5%
월	676	2.5%
동	571	2.1%
시	561	2.1%
명	548	2.0%
Other values (100)	19513	71.5%

Common

Value	Count	Frequency (%)
3	233	34.6%
2	224	33.3%
1	216	32.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	27304	97.6%
ASCII	673	2.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
대	1605	5.9%
구	866	3.2%
장	777	2.8%
원	756	2.8%
성	747	2.7%
산	684	2.5%
월	676	2.5%
동	571	2.1%
시	561	2.1%
명	548	2.0%
Other values (100)	19513	71.5%

ASCII

Value	Count	Frequency (%)
3	233	34.6%
2	224	33.3%
1	216	32.1%

승하차
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

하차	5036
승차	4964

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
하차	5036	50.4%
승차	4964	49.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
하차	5036	50.4%
승차	4964	49.6%

05시-06시
Real number (ℝ)

ZEROS

Distinct	144
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.5971

Minimum	0
Maximum	658
Zeros	352
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	18
Q3	43
95-th percentile	81
Maximum	658
Range	658
Interquartile range (IQR)	37

Descriptive statistics

Standard deviation	27.771192
Coefficient of variation (CV)	1.0063083
Kurtosis	33.366007
Mean	27.5971
Median Absolute Deviation (MAD)	14
Skewness	2.5906777
Sum	275971
Variance	771.2391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	469	4.7%
3	430	4.3%
1	394	3.9%
4	387	3.9%
0	352	3.5%
5	326	3.3%
6	291	2.9%
7	281	2.8%
11	260	2.6%
8	241	2.4%
Other values (134)	6569	65.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	352	3.5%
1	394	3.9%
2	469	4.7%
3	430	4.3%
4	387	3.9%
5	326	3.3%
6	291	2.9%
7	281	2.8%
8	241	2.4%
9	208	2.1%

Value	Count	Frequency (%)
658	1	< 0.1%
474	1	< 0.1%
159	1	< 0.1%
149	2	< 0.1%
148	1	< 0.1%
146	1	< 0.1%
145	2	< 0.1%
141	2	< 0.1%
140	1	< 0.1%
138	1	< 0.1%

06시-07시
Real number (ℝ)

Distinct	336
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	78.6389

Minimum	0
Maximum	743
Zeros	11
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	13
Q1	36
median	63
Q3	108
95-th percentile	183
Maximum	743
Range	743
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	61.883735
Coefficient of variation (CV)	0.78693541
Kurtosis	16.353906
Mean	78.6389
Median Absolute Deviation (MAD)	32
Skewness	2.7137577
Sum	786389
Variance	3829.5967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	132	1.3%
36	121	1.2%
31	116	1.2%
29	115	1.1%
35	114	1.1%
39	111	1.1%
47	109	1.1%
32	107	1.1%
40	106	1.1%
42	106	1.1%
Other values (326)	8863	88.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	0.1%
1	5	0.1%
2	21	0.2%
3	25	0.2%
4	22	0.2%
5	32	0.3%
6	28	0.3%
7	32	0.3%
8	39	0.4%
9	54	0.5%

Value	Count	Frequency (%)
743	1	< 0.1%
720	1	< 0.1%
698	1	< 0.1%
694	1	< 0.1%
685	1	< 0.1%
680	1	< 0.1%
675	1	< 0.1%
652	1	< 0.1%
624	1	< 0.1%
595	1	< 0.1%

07시-08시
Real number (ℝ)

Distinct	788
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	187.9382

Minimum	1
Maximum	1363
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	27
Q1	65
median	129
Q3	262.25
95-th percentile	533
Maximum	1363
Range	1362
Interquartile range (IQR)	197.25

Descriptive statistics

Standard deviation	170.05421
Coefficient of variation (CV)	0.90484112
Kurtosis	4.1182266
Mean	187.9382
Median Absolute Deviation (MAD)	80
Skewness	1.7332493
Sum	1879382
Variance	28918.435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41	72	0.7%
42	71	0.7%
46	69	0.7%
36	67	0.7%
68	63	0.6%
50	62	0.6%
49	60	0.6%
45	60	0.6%
74	60	0.6%
54	60	0.6%
Other values (778)	9356	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	5	0.1%
3	8	0.1%
4	11	0.1%
5	14	0.1%
6	6	0.1%
7	15	0.1%
8	10	0.1%
9	12	0.1%
10	9	0.1%

Value	Count	Frequency (%)
1363	1	< 0.1%
1342	1	< 0.1%
1334	1	< 0.1%
1330	2	< 0.1%
1328	1	< 0.1%
1311	1	< 0.1%
1275	1	< 0.1%
1256	1	< 0.1%
1253	2	< 0.1%
1240	1	< 0.1%

08시-09시
Real number (ℝ)

Distinct	1235
Distinct (%)	12.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	337.3514

Minimum	2
Maximum	2891
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	44
Q1	124
median	247
Q3	446.25
95-th percentile	866.05
Maximum	2891
Range	2889
Interquartile range (IQR)	322.25

Descriptive statistics

Standard deviation	310.04159
Coefficient of variation (CV)	0.9190464
Kurtosis	7.175458
Mean	337.3514
Median Absolute Deviation (MAD)	147.5
Skewness	2.2447804
Sum	3373514
Variance	96125.788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	40	0.4%
221	39	0.4%
76	37	0.4%
82	37	0.4%
58	36	0.4%
219	36	0.4%
212	35	0.4%
66	34	0.3%
207	34	0.3%
59	34	0.3%
Other values (1225)	9638	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	3	< 0.1%
4	7	0.1%
5	2	< 0.1%
6	6	0.1%
7	3	< 0.1%
8	4	< 0.1%
9	3	< 0.1%
10	7	0.1%
11	4	< 0.1%

Value	Count	Frequency (%)
2891	1	< 0.1%
2765	1	< 0.1%
2723	1	< 0.1%
2579	1	< 0.1%
2438	1	< 0.1%
2384	1	< 0.1%
2282	1	< 0.1%
2117	1	< 0.1%
2007	1	< 0.1%
1968	1	< 0.1%

09시-10시
Real number (ℝ)

Distinct	904
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	236.4322

Minimum	0
Maximum	1802
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	45
Q1	112
median	183
Q3	297
95-th percentile	549
Maximum	1802
Range	1802
Interquartile range (IQR)	185

Descriptive statistics

Standard deviation	209.26537
Coefficient of variation (CV)	0.88509675
Kurtosis	15.046861
Mean	236.4322
Median Absolute Deviation (MAD)	87
Skewness	3.1886079
Sum	2364322
Variance	43791.996
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
115	46	0.5%
157	45	0.4%
118	45	0.4%
100	45	0.4%
161	45	0.4%
151	45	0.4%
125	44	0.4%
103	44	0.4%
94	44	0.4%
162	43	0.4%
Other values (894)	9554	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	1	< 0.1%
5	5	0.1%
6	5	0.1%
7	1	< 0.1%
8	7	0.1%
9	1	< 0.1%
10	5	0.1%
11	3	< 0.1%
12	3	< 0.1%

Value	Count	Frequency (%)
1802	1	< 0.1%
1787	1	< 0.1%
1786	1	< 0.1%
1777	1	< 0.1%
1775	1	< 0.1%
1771	1	< 0.1%
1769	1	< 0.1%
1768	1	< 0.1%
1758	1	< 0.1%
1757	3	< 0.1%

10시-11시
Real number (ℝ)

Distinct	875
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	220.5158

Minimum	2
Maximum	1732
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	45
Q1	108
median	176
Q3	266
95-th percentile	525
Maximum	1732
Range	1730
Interquartile range (IQR)	158

Descriptive statistics

Standard deviation	190.9182
Coefficient of variation (CV)	0.86578012
Kurtosis	13.446923
Mean	220.5158
Median Absolute Deviation (MAD)	76
Skewness	3.0875916
Sum	2205158
Variance	36449.757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
105	54	0.5%
152	50	0.5%
137	50	0.5%
139	50	0.5%
113	48	0.5%
207	47	0.5%
102	47	0.5%
106	47	0.5%
170	46	0.5%
135	46	0.5%
Other values (865)	9515	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	2	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	2	< 0.1%
6	3	< 0.1%
7	3	< 0.1%
8	6	0.1%
9	4	< 0.1%
10	10	0.1%
11	3	< 0.1%

Value	Count	Frequency (%)
1732	1	< 0.1%
1671	1	< 0.1%
1668	1	< 0.1%
1659	1	< 0.1%
1643	1	< 0.1%
1634	1	< 0.1%
1631	1	< 0.1%
1630	1	< 0.1%
1540	1	< 0.1%
1531	1	< 0.1%

11시-12시
Real number (ℝ)

Distinct	964
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	248.3686

Minimum	3
Maximum	2486
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3
5-th percentile	50
Q1	122
median	193
Q3	295
95-th percentile	608
Maximum	2486
Range	2483
Interquartile range (IQR)	173

Descriptive statistics

Standard deviation	225.69247
Coefficient of variation (CV)	0.90869971
Kurtosis	16.290104
Mean	248.3686
Median Absolute Deviation (MAD)	82
Skewness	3.3567052
Sum	2483686
Variance	50937.093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
141	51	0.5%
181	48	0.5%
167	46	0.5%
191	45	0.4%
150	44	0.4%
128	44	0.4%
190	44	0.4%
179	44	0.4%
170	43	0.4%
168	42	0.4%
Other values (954)	9549	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	2	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	2	< 0.1%
8	4	< 0.1%
9	4	< 0.1%
10	3	< 0.1%
11	5	0.1%
12	6	0.1%

Value	Count	Frequency (%)
2486	1	< 0.1%
2419	1	< 0.1%
2361	1	< 0.1%
2293	1	< 0.1%
2186	1	< 0.1%
2136	1	< 0.1%
2101	1	< 0.1%
2052	1	< 0.1%
1891	1	< 0.1%
1865	1	< 0.1%

12시-13시
Real number (ℝ)

Distinct	1019
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	269.8302

Minimum	3
Maximum	3005
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3
5-th percentile	56
Q1	134
median	210
Q3	313
95-th percentile	635.05
Maximum	3005
Range	3002
Interquartile range (IQR)	179

Descriptive statistics

Standard deviation	257.60053
Coefficient of variation (CV)	0.95467641
Kurtosis	19.635389
Mean	269.8302
Median Absolute Deviation (MAD)	86
Skewness	3.7858187
Sum	2698302
Variance	66358.031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
205	50	0.5%
222	46	0.5%
196	44	0.4%
211	43	0.4%
130	43	0.4%
127	43	0.4%
200	42	0.4%
203	42	0.4%
173	41	0.4%
241	41	0.4%
Other values (1009)	9565	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	2	< 0.1%
7	3	< 0.1%
8	1	< 0.1%
9	2	< 0.1%
10	2	< 0.1%
11	2	< 0.1%
12	2	< 0.1%
13	4	< 0.1%
14	5	0.1%
15	7	0.1%

Value	Count	Frequency (%)
3005	1	< 0.1%
2718	1	< 0.1%
2623	1	< 0.1%
2620	1	< 0.1%
2502	1	< 0.1%
2384	1	< 0.1%
2377	1	< 0.1%
2345	1	< 0.1%
2340	1	< 0.1%
2314	1	< 0.1%

13시-14시
Real number (ℝ)

Distinct	1073
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	284.2886

Minimum	3
Maximum	3145
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3
5-th percentile	63
Q1	145
median	220
Q3	324
95-th percentile	690.05
Maximum	3145
Range	3142
Interquartile range (IQR)	179

Descriptive statistics

Standard deviation	273.02423
Coefficient of variation (CV)	0.96037701
Kurtosis	21.892562
Mean	284.2886
Median Absolute Deviation (MAD)	85
Skewness	3.9306481
Sum	2842886
Variance	74542.233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
218	52	0.5%
221	45	0.4%
196	45	0.4%
153	45	0.4%
242	45	0.4%
211	45	0.4%
208	44	0.4%
227	43	0.4%
128	42	0.4%
231	41	0.4%
Other values (1063)	9553	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
9	1	< 0.1%
11	1	< 0.1%
12	2	< 0.1%
13	3	< 0.1%
14	9	0.1%
15	3	< 0.1%
16	4	< 0.1%
17	8	0.1%
18	10	0.1%

Value	Count	Frequency (%)
3145	1	< 0.1%
2992	1	< 0.1%
2893	1	< 0.1%
2851	1	< 0.1%
2840	1	< 0.1%
2825	1	< 0.1%
2803	1	< 0.1%
2760	1	< 0.1%
2689	1	< 0.1%
2667	1	< 0.1%

14시-15시
Real number (ℝ)

Distinct	1087
Distinct (%)	10.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	283.0167

Minimum	9
Maximum	2628
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	9
5-th percentile	62
Q1	139.75
median	217
Q3	313
95-th percentile	746.05
Maximum	2628
Range	2619
Interquartile range (IQR)	173.25

Descriptive statistics

Standard deviation	274.07153
Coefficient of variation (CV)	0.96839348
Kurtosis	15.780965
Mean	283.0167
Median Absolute Deviation (MAD)	83
Skewness	3.4921374
Sum	2830167
Variance	75115.201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
222	53	0.5%
147	50	0.5%
230	48	0.5%
241	47	0.5%
195	46	0.5%
231	46	0.5%
221	43	0.4%
197	42	0.4%
199	41	0.4%
219	41	0.4%
Other values (1077)	9543	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	< 0.1%
11	2	< 0.1%
12	1	< 0.1%
13	5	0.1%
14	7	0.1%
15	9	0.1%
16	5	0.1%
17	6	0.1%
18	15	0.1%
19	11	0.1%

Value	Count	Frequency (%)
2628	1	< 0.1%
2611	1	< 0.1%
2569	1	< 0.1%
2550	1	< 0.1%
2433	1	< 0.1%
2416	1	< 0.1%
2401	1	< 0.1%
2342	1	< 0.1%
2230	1	< 0.1%
2220	1	< 0.1%

15시-16시
Real number (ℝ)

Distinct	1147
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	302.4051

Minimum	5
Maximum	2718
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	5
5-th percentile	66
Q1	152
median	231
Q3	341
95-th percentile	796.05
Maximum	2718
Range	2713
Interquartile range (IQR)	189

Descriptive statistics

Standard deviation	284.75298
Coefficient of variation (CV)	0.94162758
Kurtosis	15.851258
Mean	302.4051
Median Absolute Deviation (MAD)	90
Skewness	3.4359388
Sum	3024051
Variance	81084.261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
223	46	0.5%
229	45	0.4%
233	44	0.4%
163	42	0.4%
185	42	0.4%
210	41	0.4%
281	40	0.4%
220	39	0.4%
207	39	0.4%
183	39	0.4%
Other values (1137)	9583	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
10	3	< 0.1%
11	2	< 0.1%
12	2	< 0.1%
13	4	< 0.1%
14	3	< 0.1%
15	5	0.1%
16	9	0.1%

Value	Count	Frequency (%)
2718	1	< 0.1%
2537	1	< 0.1%
2526	1	< 0.1%
2458	1	< 0.1%
2433	1	< 0.1%
2411	1	< 0.1%
2408	1	< 0.1%
2395	1	< 0.1%
2349	1	< 0.1%
2332	1	< 0.1%

16시-17시
Real number (ℝ)

Distinct	1197
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	323.8849

Minimum	5
Maximum	4390
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	5
5-th percentile	66
Q1	158
median	245
Q3	372
95-th percentile	833.1
Maximum	4390
Range	4385
Interquartile range (IQR)	214

Descriptive statistics

Standard deviation	310.02785
Coefficient of variation (CV)	0.95721613
Kurtosis	18.537743
Mean	323.8849
Median Absolute Deviation (MAD)	100
Skewness	3.5891191
Sum	3238849
Variance	96117.269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
197	43	0.4%
207	43	0.4%
220	42	0.4%
231	40	0.4%
216	40	0.4%
217	39	0.4%
223	38	0.4%
180	38	0.4%
143	38	0.4%
127	38	0.4%
Other values (1187)	9601	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	< 0.1%
8	5	0.1%
9	1	< 0.1%
10	1	< 0.1%
11	3	< 0.1%
12	5	0.1%
13	5	0.1%
14	8	0.1%
15	9	0.1%
16	4	< 0.1%

Value	Count	Frequency (%)
4390	1	< 0.1%
3114	1	< 0.1%
3015	1	< 0.1%
2991	1	< 0.1%
2880	1	< 0.1%
2856	1	< 0.1%
2855	1	< 0.1%
2804	1	< 0.1%
2770	1	< 0.1%
2648	2	< 0.1%

17시-18시
Real number (ℝ)

Distinct	1269
Distinct (%)	12.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	352.9741

Minimum	4
Maximum	5164
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4
5-th percentile	71.95
Q1	172
median	265
Q3	409
95-th percentile	884
Maximum	5164
Range	5160
Interquartile range (IQR)	237

Descriptive statistics

Standard deviation	332.38614
Coefficient of variation (CV)	0.94167289
Kurtosis	18.744256
Mean	352.9741
Median Absolute Deviation (MAD)	109
Skewness	3.5065976
Sum	3529741
Variance	110480.55
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
241	47	0.5%
171	40	0.4%
185	38	0.4%
301	37	0.4%
235	36	0.4%
151	36	0.4%
163	35	0.4%
231	35	0.4%
230	35	0.4%
228	35	0.4%
Other values (1259)	9626	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	< 0.1%
5	2	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	2	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	4	< 0.1%
14	5	0.1%
15	2	< 0.1%

Value	Count	Frequency (%)
5164	1	< 0.1%
3807	1	< 0.1%
2992	1	< 0.1%
2948	1	< 0.1%
2927	1	< 0.1%
2917	1	< 0.1%
2863	1	< 0.1%
2849	1	< 0.1%
2780	1	< 0.1%
2743	1	< 0.1%

18시-19시
Real number (ℝ)

Distinct	1368
Distinct (%)	13.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	384.4594

Minimum	2
Maximum	3349
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	61
Q1	168
median	280
Q3	483
95-th percentile	995.05
Maximum	3349
Range	3347
Interquartile range (IQR)	315

Descriptive statistics

Standard deviation	361.9457
Coefficient of variation (CV)	0.94144063
Kurtosis	11.203316
Mean	384.4594
Median Absolute Deviation (MAD)	141
Skewness	2.8395303
Sum	3844594
Variance	131004.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
239	36	0.4%
254	35	0.4%
218	32	0.3%
234	32	0.3%
175	31	0.3%
249	30	0.3%
115	30	0.3%
251	30	0.3%
176	30	0.3%
142	30	0.3%
Other values (1358)	9684	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
4	2	< 0.1%
5	2	< 0.1%
7	5	0.1%
8	2	< 0.1%
9	3	< 0.1%
10	3	< 0.1%
12	1	< 0.1%
13	10	0.1%
14	10	0.1%

Value	Count	Frequency (%)
3349	1	< 0.1%
3054	1	< 0.1%
2887	1	< 0.1%
2876	1	< 0.1%
2825	1	< 0.1%
2787	1	< 0.1%
2771	1	< 0.1%
2766	1	< 0.1%
2757	1	< 0.1%
2697	1	< 0.1%

19시-20시
Real number (ℝ)

Distinct	880
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	208.9396

Minimum	0
Maximum	2383
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	36
Q1	90
median	148
Q3	258.25
95-th percentile	514
Maximum	2383
Range	2383
Interquartile range (IQR)	168.25

Descriptive statistics

Standard deviation	220.78345
Coefficient of variation (CV)	1.0566855
Kurtosis	21.467899
Mean	208.9396
Median Absolute Deviation (MAD)	75
Skewness	3.9369429
Sum	2089396
Variance	48745.333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
145	58	0.6%
106	56	0.6%
129	55	0.5%
95	55	0.5%
60	54	0.5%
108	53	0.5%
84	53	0.5%
66	52	0.5%
121	52	0.5%
100	51	0.5%
Other values (870)	9461	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	2	< 0.1%
2	3	< 0.1%
3	8	0.1%
4	11	0.1%
5	7	0.1%
6	9	0.1%
7	11	0.1%
8	13	0.1%
9	7	0.1%

Value	Count	Frequency (%)
2383	1	< 0.1%
2382	1	< 0.1%
2224	1	< 0.1%
2189	1	< 0.1%
2136	1	< 0.1%
2121	1	< 0.1%
2057	1	< 0.1%
2021	1	< 0.1%
2001	1	< 0.1%
1987	1	< 0.1%

20시-21시
Real number (ℝ)

Distinct	743
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	160.6386

Minimum	0
Maximum	3251
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	25
Q1	66
median	112
Q3	189
95-th percentile	386
Maximum	3251
Range	3251
Interquartile range (IQR)	123

Descriptive statistics

Standard deviation	206.232
Coefficient of variation (CV)	1.2838259
Kurtosis	40.856639
Mean	160.6386
Median Absolute Deviation (MAD)	57
Skewness	5.5701134
Sum	1606386
Variance	42531.637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
57	81	0.8%
96	77	0.8%
64	76	0.8%
87	74	0.7%
60	73	0.7%
73	71	0.7%
82	70	0.7%
76	69	0.7%
68	69	0.7%
56	68	0.7%
Other values (733)	9272	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	2	< 0.1%
2	8	0.1%
3	9	0.1%
4	11	0.1%
5	14	0.1%
6	18	0.2%
7	23	0.2%
8	15	0.1%
9	23	0.2%

Value	Count	Frequency (%)
3251	1	< 0.1%
2351	1	< 0.1%
2339	1	< 0.1%
2330	1	< 0.1%
2278	1	< 0.1%
2137	1	< 0.1%
2101	1	< 0.1%
2091	1	< 0.1%
2088	1	< 0.1%
2080	1	< 0.1%

21시-22시
Real number (ℝ)

Distinct	676
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	141.6952

Minimum	1
Maximum	6580
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	19
Q1	55
median	100
Q3	171
95-th percentile	335.05
Maximum	6580
Range	6579
Interquartile range (IQR)	116

Descriptive statistics

Standard deviation	190.30824
Coefficient of variation (CV)	1.3430817
Kurtosis	169.62954
Mean	141.6952
Median Absolute Deviation (MAD)	54
Skewness	8.6914527
Sum	1416952
Variance	36217.225
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69	80	0.8%
61	79	0.8%
41	79	0.8%
40	77	0.8%
76	75	0.8%
49	73	0.7%
63	73	0.7%
70	73	0.7%
55	69	0.7%
50	69	0.7%
Other values (666)	9253	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	11	0.1%
3	18	0.2%
4	15	0.1%
5	25	0.2%
6	21	0.2%
7	31	0.3%
8	17	0.2%
9	29	0.3%
10	27	0.3%

Value	Count	Frequency (%)
6580	1	< 0.1%
3780	1	< 0.1%
1930	1	< 0.1%
1924	1	< 0.1%
1833	1	< 0.1%
1832	1	< 0.1%
1826	1	< 0.1%
1790	1	< 0.1%
1779	1	< 0.1%
1759	1	< 0.1%

22시-23시
Real number (ℝ)

Distinct	638
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	118.1513

Minimum	0
Maximum	1712
Zeros	6
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	40
median	79
Q3	145
95-th percentile	312
Maximum	1712
Range	1712
Interquartile range (IQR)	105

Descriptive statistics

Standard deviation	149.16973
Coefficient of variation (CV)	1.2625314
Kurtosis	31.083275
Mean	118.1513
Median Absolute Deviation (MAD)	47
Skewness	4.7440261
Sum	1181513
Variance	22251.607
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	99	1.0%
38	95	0.9%
32	94	0.9%
30	93	0.9%
47	89	0.9%
46	89	0.9%
40	85	0.9%
42	85	0.9%
34	84	0.8%
31	84	0.8%
Other values (628)	9103	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.1%
1	16	0.2%
2	19	0.2%
3	25	0.2%
4	35	0.4%
5	33	0.3%
6	61	0.6%
7	47	0.5%
8	51	0.5%
9	69	0.7%

Value	Count	Frequency (%)
1712	1	< 0.1%
1627	1	< 0.1%
1602	1	< 0.1%
1549	1	< 0.1%
1548	1	< 0.1%
1534	1	< 0.1%
1531	1	< 0.1%
1528	1	< 0.1%
1500	2	< 0.1%
1490	1	< 0.1%

23시-24시
Real number (ℝ)

Distinct	411
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.1459

Minimum	0
Maximum	901
Zeros	22
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	18
median	37
Q3	75
95-th percentile	168
Maximum	901
Range	901
Interquartile range (IQR)	57

Descriptive statistics

Standard deviation	73.320507
Coefficient of variation (CV)	1.2396549
Kurtosis	29.608187
Mean	59.1459
Median Absolute Deviation (MAD)	25
Skewness	4.3586855
Sum	591459
Variance	5375.8968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	182	1.8%
8	179	1.8%
9	174	1.7%
18	171	1.7%
13	168	1.7%
15	167	1.7%
17	162	1.6%
10	161	1.6%
11	160	1.6%
14	157	1.6%
Other values (401)	8319	83.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	0.2%
1	46	0.5%
2	67	0.7%
3	91	0.9%
4	117	1.2%
5	155	1.6%
6	144	1.4%
7	157	1.6%
8	179	1.8%
9	174	1.7%

Value	Count	Frequency (%)
901	1	< 0.1%
862	1	< 0.1%
860	1	< 0.1%
849	1	< 0.1%
848	1	< 0.1%
841	1	< 0.1%
835	1	< 0.1%
834	1	< 0.1%
815	1	< 0.1%
808	1	< 0.1%

일계
Real number (ℝ)

Distinct	5683
Distinct (%)	56.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4226.2718

Minimum	120
Maximum	27829
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	120
5-th percentile	968.9
Q1	2188
median	3429
Q3	4993.25
95-th percentile	10087.65
Maximum	27829
Range	27709
Interquartile range (IQR)	2805.25

Descriptive statistics

Standard deviation	3467.3757
Coefficient of variation (CV)	0.82043367
Kurtosis	9.9174078
Mean	4226.2718
Median Absolute Deviation (MAD)	1352
Skewness	2.721117
Sum	42262718
Variance	12022694
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2380	8	0.1%
2102	8	0.1%
2799	8	0.1%
2248	8	0.1%
4086	7	0.1%
4178	7	0.1%
2368	7	0.1%
2461	7	0.1%
2277	7	0.1%
4291	7	0.1%
Other values (5673)	9926	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
120	1	< 0.1%
126	1	< 0.1%
136	1	< 0.1%
161	1	< 0.1%
175	1	< 0.1%
179	1	< 0.1%
180	1	< 0.1%
188	1	< 0.1%
192	1	< 0.1%
193	1	< 0.1%

Value	Count	Frequency (%)
27829	1	< 0.1%
27318	1	< 0.1%
26435	1	< 0.1%
26163	1	< 0.1%
26032	1	< 0.1%
25647	1	< 0.1%
25339	1	< 0.1%
25305	1	< 0.1%
25230	1	< 0.1%
24885	1	< 0.1%

First rows
Last rows

	월	일	역번호	역명	승하차	05시-06시	06시-07시	07시-08시	08시-09시	09시-10시	10시-11시	11시-12시	12시-13시	13시-14시	14시-15시	15시-16시	16시-17시	17시-18시	18시-19시	19시-20시	20시-21시	21시-22시	22시-23시	23시-24시	일계
7257	2	9	3300	남산	하차	1	19	34	48	47	76	64	80	92	135	130	112	129	108	92	64	64	51	32	1378
6058	2	3	1410	용계	승차	29	40	69	81	134	111	146	161	197	176	109	117	120	74	48	64	24	8	9	1717
4097	1	23	2300	반월당2	하차	56	112	400	1866	1693	1325	1466	1616	1377	1313	1226	1135	1310	1592	591	273	186	165	69	17771
2034	1	12	1310	중앙로	승차	50	67	112	224	163	210	371	513	667	889	1268	1740	1958	1967	1210	1046	1097	986	514	15052
13585	3	16	2420	정평	하차	4	51	74	236	118	141	184	235	231	272	320	444	552	716	377	247	269	303	253	5027
15964	3	29	3160	칠곡운암	승차	64	172	492	521	319	227	218	239	200	173	183	185	228	227	96	69	58	40	18	3729
5640	1	31	3410	용지	승차	40	65	139	190	196	162	200	191	177	176	174	148	146	176	65	54	26	34	12	2371
15296	3	26	1190	월배	승차	75	138	539	663	374	282	343	321	252	215	259	262	259	252	141	105	152	69	7	4708
2995	1	17	2250	감삼	하차	31	113	212	650	441	341	300	392	370	456	452	555	558	733	324	245	211	191	69	6644
162	1	1	3320	건들바위	승차	14	20	20	25	52	47	57	83	77	65	55	34	68	51	34	31	21	25	8	787

	월	일	역번호	역명	승하차	05시-06시	06시-07시	07시-08시	08시-09시	09시-10시	10시-11시	11시-12시	12시-13시	13시-14시	14시-15시	15시-16시	16시-17시	17시-18시	18시-19시	19시-20시	20시-21시	21시-22시	22시-23시	23시-24시	일계
4453	1	25	2260	두류	하차	19	130	200	740	455	290	387	352	412	406	402	442	524	721	362	251	194	174	104	6565
15307	3	26	1240	대명	하차	15	40	91	377	223	162	210	210	208	253	244	286	331	411	207	148	136	110	56	3718
1019	1	6	2380	대공원	하차	3	11	6	29	28	24	24	19	25	14	25	21	13	10	15	15	17	12	3	314
10887	3	1	3250	원대	하차	3	44	112	216	84	66	74	88	91	88	99	127	157	174	77	61	80	56	32	1729
15977	3	29	3220	공단	하차	8	72	297	229	88	41	62	55	42	35	50	46	62	49	24	17	14	8	3	1202
5606	1	31	3240	팔달시장	승차	29	70	136	202	159	164	167	203	196	184	229	225	223	236	90	60	37	22	10	2642
9262	2	20	3320	건들바위	승차	12	44	105	157	90	123	126	102	115	116	115	102	101	167	53	84	33	31	14	1690
7237	2	9	3200	매천시장	하차	1	19	23	36	59	51	84	89	68	65	72	92	71	87	37	37	50	42	35	1018
6812	2	7	2230	용산	승차	73	212	519	855	454	397	438	437	557	514	488	510	588	697	345	203	197	119	41	7644
8049	2	14	1350	동대구역	하차	62	624	723	1532	1310	1186	1005	1158	1145	1112	1092	1242	1258	1549	956	591	552	257	142	17496

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

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)

Sample