gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.0 MiB
Average record size in memory	109.0 B

Variable types

Numeric	5
Categorical	1
Text	5
DateTime	1

Dataset

Description	서울시에서 소유한 전기차충전소의 충전량 데이터입니다. 충전구분, 충전소명, 주소, 충전기최대용량, 충전량, 충전시간, 날짜, 충전시작시간, 충전종료시간 데이터입니다.문의 : 기후변화대응과(02-2133-9777)
Author	서울특별시
URL	https://www.data.go.kr/data/15098661/fileData.do

Alerts

`충전기 최대용량` is highly overall correlated with `충전구분`	High correlation
`충전구분` is highly overall correlated with `충전기 최대용량`	High correlation
`연번` has unique values	Unique

Reproduction

Analysis started	2024-03-14 20:20:31.933366
Analysis finished	2024-03-14 20:20:40.340958
Duration	8.41 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연번
Real number (ℝ)

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32492.088

Minimum	3
Maximum	64952
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3
5-th percentile	3168.95
Q1	16544.25
median	32488.5
Q3	48601.75
95-th percentile	61586.65
Maximum	64952
Range	64949
Interquartile range (IQR)	32057.5

Descriptive statistics

Standard deviation	18667.976
Coefficient of variation (CV)	0.57453912
Kurtosis	-1.1926301
Mean	32492.088
Median Absolute Deviation (MAD)	16054.5
Skewness	0.00013135786
Sum	3.2492088 × 10⁸
Variance	3.4849331 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22764	1	< 0.1%
9392	1	< 0.1%
52775	1	< 0.1%
31699	1	< 0.1%
13515	1	< 0.1%
58578	1	< 0.1%
16036	1	< 0.1%
41045	1	< 0.1%
10453	1	< 0.1%
42807	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
12	1	< 0.1%
16	1	< 0.1%
27	1	< 0.1%
41	1	< 0.1%
42	1	< 0.1%
49	1	< 0.1%
50	1	< 0.1%
52	1	< 0.1%
54	1	< 0.1%

Value	Count	Frequency (%)
64952	1	< 0.1%
64949	1	< 0.1%
64938	1	< 0.1%
64937	1	< 0.1%
64933	1	< 0.1%
64931	1	< 0.1%
64929	1	< 0.1%
64924	1	< 0.1%
64922	1	< 0.1%
64917	1	< 0.1%

충전구분
Categorical

HIGH CORRELATION

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

급속	8694
완속	1306

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
급속	8694	86.9%
완속	1306	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
급속	8694	86.9%
완속	1306	13.1%

충전소명
Text

Distinct	108
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	30
Median length	23
Mean length	14.2502
Min length	4

Characters and Unicode

Total characters	142502
Distinct characters	216
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	개화산역 공영주차장
2nd row	중랑구청(변압기 6월 교체예정)
3rd row	홍제1동 제1공영주차장
4th row	천호역 공영주차장
5th row	서울시 본관청사

Value	Count	Frequency (%)
충전소	2423	8.8%
앞	1913	7.0%
공영주차장	1539	5.6%
가로등형	1279	4.7%
양재솔라스테이션	1240	4.5%
전기차	1190	4.3%
복합충전소	1065	3.9%
주차장	778	2.8%
어린이대공원	624	2.3%
제1공영주차장	607	2.2%
Other values (150)	14836	54.0%

Most occurring characters

Value	Count	Frequency (%)
	17494	12.3%
차	6453	4.5%
주	5856	4.1%
전	5205	3.7%
장	5153	3.6%
공	4155	2.9%
소	4111	2.9%
충	4009	2.8%
영	3340	2.3%
동	3243	2.3%
Other values (206)	83483	58.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	117550	82.5%
Space Separator	17494	12.3%
Decimal Number	2632	1.8%
Close Punctuation	1998	1.4%
Open Punctuation	1998	1.4%
Uppercase Letter	437	0.3%
Other Punctuation	393	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
차	6453	5.5%
주	5856	5.0%
전	5205	4.4%
장	5153	4.4%
공	4155	3.5%
소	4111	3.5%
충	4009	3.4%
영	3340	2.8%
동	3243	2.8%
로	2952	2.5%
Other values (190)	73073	62.2%

Decimal Number

Value	Count	Frequency (%)
1	1370	52.1%
2	309	11.7%
8	279	10.6%
6	263	10.0%
3	138	5.2%
5	126	4.8%
4	105	4.0%
0	42	1.6%

Uppercase Letter

Value	Count	Frequency (%)
K	171	39.1%
S	171	39.1%
B	95	21.7%

Other Punctuation

Value	Count	Frequency (%)
,	372	94.7%
/	21	5.3%

Space Separator

Value	Count	Frequency (%)
	17494	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1998	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1998	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	117550	82.5%
Common	24515	17.2%
Latin	437	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
차	6453	5.5%
주	5856	5.0%
전	5205	4.4%
장	5153	4.4%
공	4155	3.5%
소	4111	3.5%
충	4009	3.4%
영	3340	2.8%
동	3243	2.8%
로	2952	2.5%
Other values (190)	73073	62.2%

Common

Value	Count	Frequency (%)
	17494	71.4%
)	1998	8.2%
(	1998	8.2%
1	1370	5.6%
,	372	1.5%
2	309	1.3%
8	279	1.1%
6	263	1.1%
3	138	0.6%
5	126	0.5%
Other values (3)	168	0.7%

Latin

Value	Count	Frequency (%)
K	171	39.1%
S	171	39.1%
B	95	21.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	117550	82.5%
ASCII	24952	17.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17494	70.1%
)	1998	8.0%
(	1998	8.0%
1	1370	5.5%
,	372	1.5%
2	309	1.2%
8	279	1.1%
6	263	1.1%
K	171	0.7%
S	171	0.7%
Other values (6)	527	2.1%

Hangul

Value	Count	Frequency (%)
차	6453	5.5%
주	5856	5.0%
전	5205	4.4%
장	5153	4.4%
공	4155	3.5%
소	4111	3.5%
충	4009	3.4%
영	3340	2.8%
동	3243	2.8%
로	2952	2.5%
Other values (190)	73073	62.2%

주소
Text

Distinct	130
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	68
Median length	59
Mean length	24.0401
Min length	14

Characters and Unicode

Total characters	240401
Distinct characters	268
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	서울 강서구 양천로 22(개화산역)
2nd row	서울 중랑구 봉화산로 179(중랑구청)
3rd row	서울 서대문구 홍제내2바길 18(이안휴빌A동)
4th row	서울 강동구 천호대로 지하 997(천호역)
5th row	서울 중구 세종대로 110(서울특별시청)

Value	Count	Frequency (%)
서울	9855	22.0%
중구	1578	3.5%
서초구	1300	2.9%
바우뫼로12길	1240	2.8%
73(현대기아차	1201	2.7%
그린에너지	1201	2.7%
스테이션	1201	2.7%
강남구	1091	2.4%
서대문구	985	2.2%
광진구	966	2.2%
Other values (306)	24154	53.9%

Most occurring characters

Value	Count	Frequency (%)
	34779	14.5%
서	14138	5.9%
구	11773	4.9%
울	10784	4.5%
)	9046	3.8%
(	9046	3.8%
로	8882	3.7%
1	8658	3.6%
2	5923	2.5%
대	4995	2.1%
Other values (258)	122377	50.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	151297	62.9%
Space Separator	34779	14.5%
Decimal Number	33151	13.8%
Close Punctuation	9046	3.8%
Open Punctuation	9046	3.8%
Uppercase Letter	2017	0.8%
Dash Punctuation	881	0.4%
Other Punctuation	184	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	14138	9.3%
구	11773	7.8%
울	10784	7.1%
로	8882	5.9%
대	4995	3.3%
동	4668	3.1%
길	4381	2.9%
이	2975	2.0%
중	2710	1.8%
지	2167	1.4%
Other values (233)	83824	55.4%

Decimal Number

Value	Count	Frequency (%)
1	8658	26.1%
2	5923	17.9%
7	4101	12.4%
3	3184	9.6%
5	2572	7.8%
8	2329	7.0%
6	2086	6.3%
4	1762	5.3%
0	1497	4.5%
9	1039	3.1%

Uppercase Letter

Value	Count	Frequency (%)
A	601	29.8%
K	580	28.8%
T	504	25.0%
M	120	5.9%
S	76	3.8%
U	44	2.2%
I	44	2.2%
C	44	2.2%
F	4	0.2%

Other Punctuation

Value	Count	Frequency (%)
,	179	97.3%
/	5	2.7%

Space Separator

Value	Count	Frequency (%)
	34779	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9046	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9046	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	881	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	151297	62.9%
Common	87087	36.2%
Latin	2017	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	14138	9.3%
구	11773	7.8%
울	10784	7.1%
로	8882	5.9%
대	4995	3.3%
동	4668	3.1%
길	4381	2.9%
이	2975	2.0%
중	2710	1.8%
지	2167	1.4%
Other values (233)	83824	55.4%

Common

Value	Count	Frequency (%)
	34779	39.9%
)	9046	10.4%
(	9046	10.4%
1	8658	9.9%
2	5923	6.8%
7	4101	4.7%
3	3184	3.7%
5	2572	3.0%
8	2329	2.7%
6	2086	2.4%
Other values (6)	5363	6.2%

Latin

Value	Count	Frequency (%)
A	601	29.8%
K	580	28.8%
T	504	25.0%
M	120	5.9%
S	76	3.8%
U	44	2.2%
I	44	2.2%
C	44	2.2%
F	4	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	151297	62.9%
ASCII	89104	37.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	34779	39.0%
)	9046	10.2%
(	9046	10.2%
1	8658	9.7%
2	5923	6.6%
7	4101	4.6%
3	3184	3.6%
5	2572	2.9%
8	2329	2.6%
6	2086	2.3%
Other values (15)	7380	8.3%

Hangul

Value	Count	Frequency (%)
서	14138	9.3%
구	11773	7.8%
울	10784	7.1%
로	8882	5.9%
대	4995	3.3%
동	4668	3.1%
길	4381	2.9%
이	2975	2.0%
중	2710	1.8%
지	2167	1.4%
Other values (233)	83824	55.4%

위도
Real number (ℝ)

Distinct	101
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.540509

Minimum	37.467922
Maximum	37.681781
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	37.467922
5-th percentile	37.467922
Q1	37.506097
median	37.545392
Q3	37.570547
95-th percentile	37.606906
Maximum	37.681781
Range	0.21385893
Interquartile range (IQR)	0.06444961

Descriptive statistics

Standard deviation	0.046633704
Coefficient of variation (CV)	0.0012422235
Kurtosis	-0.44199877
Mean	37.540509
Median Absolute Deviation (MAD)	0.03316891
Skewness	0.11085677
Sum	375405.09
Variance	0.0021747023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.46792238	1240	12.4%
37.58494049	597	6.0%
37.54539249	561	5.6%
37.48756711	504	5.0%
37.60690598	272	2.7%
37.530745	262	2.6%
37.51252777	256	2.6%
37.56631742	244	2.4%
37.563278	236	2.4%
37.60315527	230	2.3%
Other values (91)	5598	56.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.46792238	1240	12.4%
37.46885375	1	< 0.1%
37.47016465	76	0.8%
37.47667701	60	0.6%
37.48347063	44	0.4%
37.48511944	57	0.6%
37.48536368	3	< 0.1%
37.48683958	56	0.6%
37.48756711	504	5.0%
37.4883103	163	1.6%

Value	Count	Frequency (%)
37.68178131	23	0.2%
37.67816656	65	0.7%
37.67585042	7	0.1%
37.66430371	13	0.1%
37.6552808	8	0.1%
37.65445096	23	0.2%
37.65347451	2	< 0.1%
37.64351151	28	0.3%
37.6414134	16	0.2%
37.63823677	12	0.1%

경도
Real number (ℝ)

Distinct	101
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.0117

Minimum	126.80483
Maximum	127.12809
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	126.80483
5-th percentile	126.87227
Q1	126.94031
median	127.03474
Q3	127.08032
95-th percentile	127.10411
Maximum	127.12809
Range	0.3232629
Interquartile range (IQR)	0.1400047

Descriptive statistics

Standard deviation	0.072752742
Coefficient of variation (CV)	0.00057280345
Kurtosis	-0.28382781
Mean	127.0117
Median Absolute Deviation (MAD)	0.0583176
Skewness	-0.51423749
Sum	1270117
Variance	0.0052929615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.0347376	1240	12.4%
126.9375235	597	6.0%
127.0847951	561	5.6%
127.1007235	504	5.0%
127.0932737	272	2.7%
127.041305	262	2.6%
126.9399421	256	2.6%
126.9778292	244	2.4%
126.97642	236	2.4%
127.1018644	230	2.3%
Other values (91)	5598	56.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.804828	143	1.4%
126.8163489	4	< 0.1%
126.8261173	41	0.4%
126.8282389	13	0.1%
126.833992	12	0.1%
126.8555457	89	0.9%
126.8663651	67	0.7%
126.8673959	71	0.7%
126.8722666	76	0.8%
126.8750971	21	0.2%

Value	Count	Frequency (%)
127.1280909	76	0.8%
127.1251054	56	0.6%
127.1240656	50	0.5%
127.1237424	141	1.4%
127.1201527	72	0.7%
127.1120462	4	< 0.1%
127.1101254	22	0.2%
127.1041149	172	1.7%
127.1018644	230	2.3%
127.1007235	504	5.0%

충전기 최대용량
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	76.4952

Minimum	7
Maximum	240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	7
5-th percentile	7
Q1	50
median	50
Q3	100
95-th percentile	200
Maximum	240
Range	233
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	56.815637
Coefficient of variation (CV)	0.74273466
Kurtosis	0.54367607
Mean	76.4952
Median Absolute Deviation (MAD)	0
Skewness	1.1744257
Sum	764952
Variance	3228.0166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
50	5025	50.2%
100	2299	23.0%
7	1306	13.1%
200	1247	12.5%
180	71	0.7%
240	52	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1306	13.1%
50	5025	50.2%
100	2299	23.0%
180	71	0.7%
200	1247	12.5%
240	52	0.5%

Value	Count	Frequency (%)
240	52	0.5%
200	1247	12.5%
180	71	0.7%
100	2299	23.0%
50	5025	50.2%
7	1306	13.1%

충전량(kWh)
Real number (ℝ)

Distinct	4360
Distinct (%)	43.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.668658

Minimum	0.31
Maximum	120.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.31
5-th percentile	1.8995
Q1	10.17
median	19.785
Q3	30.92
95-th percentile	53.31
Maximum	120.66
Range	120.35
Interquartile range (IQR)	20.75

Descriptive statistics

Standard deviation	15.941117
Coefficient of variation (CV)	0.70322279
Kurtosis	0.64225882
Mean	22.668658
Median Absolute Deviation (MAD)	10.535
Skewness	0.87943037
Sum	226686.58
Variance	254.11921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.42	132	1.3%
30.83	93	0.9%
9.25	65	0.7%
30.84	48	0.5%
15.43	40	0.4%
21.58	38	0.4%
6.17	37	0.4%
46.24	30	0.3%
3.09	28	0.3%
18.5	26	0.3%
Other values (4350)	9463	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.31	7	0.1%
0.32	4	< 0.1%
0.33	1	< 0.1%
0.34	1	< 0.1%
0.35	5	0.1%
0.36	2	< 0.1%
0.37	2	< 0.1%
0.38	2	< 0.1%
0.39	2	< 0.1%
0.4	5	0.1%

Value	Count	Frequency (%)
120.66	1	< 0.1%
119.45	1	< 0.1%
107.64	1	< 0.1%
99.03	1	< 0.1%
98.07	1	< 0.1%
96.92	1	< 0.1%
94.73	1	< 0.1%
93.34	1	< 0.1%
92.12	1	< 0.1%
91.32	1	< 0.1%

충전시간
Text

Distinct	5271
Distinct (%)	52.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	11
Median length	10
Mean length	6.3684
Min length	2

Characters and Unicode

Total characters	63684
Distinct characters	15
Distinct categories	3 ?
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	3083 ?
Unique (%)	30.8%

Sample

1st row	17분33초
2nd row	1시간6분45초
3rd row	52분42초
4th row	40분31초
5th row	2시간21분56초

Value	Count	Frequency (%)
40분1초	322	3.2%
40분5초	187	1.9%
40분2초	156	1.6%
40분6초	97	1.0%
40분7초	77	0.8%
40분4초	46	0.5%
40분8초	45	0.4%
41분	37	0.4%
40분3초	30	0.3%
40분0초	18	0.2%
Other values (5261)	8985	89.8%

Most occurring characters

Value	Count	Frequency (%)
분	9868	15.5%
초	9728	15.3%
1	7173	11.3%
4	5780	9.1%
2	5519	8.7%
3	5163	8.1%
5	4562	7.2%
시	2899	4.6%
간	2899	4.6%
0	2675	4.2%
Other values (5)	7418	11.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38289	60.1%
Other Letter	25394	39.9%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7173	18.7%
4	5780	15.1%
2	5519	14.4%
3	5163	13.5%
5	4562	11.9%
0	2675	7.0%
6	1975	5.2%
7	1872	4.9%
8	1797	4.7%
9	1773	4.6%

Other Letter

Value	Count	Frequency (%)
분	9868	38.9%
초	9728	38.3%
시	2899	11.4%
간	2899	11.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	38290	60.1%
Hangul	25394	39.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	7173	18.7%
4	5780	15.1%
2	5519	14.4%
3	5163	13.5%
5	4562	11.9%
0	2675	7.0%
6	1975	5.2%
7	1872	4.9%
8	1797	4.7%
9	1773	4.6%

Hangul

Value	Count	Frequency (%)
분	9868	38.9%
초	9728	38.3%
시	2899	11.4%
간	2899	11.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38290	60.1%
Hangul	25394	39.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
분	9868	38.9%
초	9728	38.3%
시	2899	11.4%
간	2899	11.4%

ASCII

Value	Count	Frequency (%)
1	7173	18.7%
4	5780	15.1%
2	5519	14.4%
3	5163	13.5%
5	4562	11.9%
0	2675	7.0%
6	1975	5.2%
7	1872	4.9%
8	1797	4.7%
9	1773	4.6%

충전날짜
Date

Distinct	297
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2023-05-09 00:00:00
Maximum	2024-02-29 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

충전시작시간
Text

Distinct	9321
Distinct (%)	93.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	11
Median length	8
Mean length	7.9993
Min length	6

Characters and Unicode

Total characters	79993
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	8677 ?
Unique (%)	86.8%

Sample

1st row	20:05:02
2nd row	08:56:14
3rd row	00:57:08
4th row	20:08:21
5th row	09:20:56

Value	Count	Frequency (%)
14:47:54	5	< 0.1%
13:11:37	4	< 0.1%
20:16:50	3	< 0.1%
12:26:00	3	< 0.1%
16:31:00	3	< 0.1%
18:54:09	3	< 0.1%
14:25:41	3	< 0.1%
09:09:12	3	< 0.1%
16:19:20	3	< 0.1%
12:04:00	3	< 0.1%
Other values (9311)	9967	99.7%

Most occurring characters

Value	Count	Frequency (%)
:	19964	25.0%
1	12530	15.7%
0	9564	12.0%
2	7776	9.7%
3	6311	7.9%
4	6096	7.6%
5	5942	7.4%
9	3019	3.8%
8	2939	3.7%
7	2921	3.7%
Other values (2)	2931	3.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	60011	75.0%
Other Punctuation	19982	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	12530	20.9%
0	9564	15.9%
2	7776	13.0%
3	6311	10.5%
4	6096	10.2%
5	5942	9.9%
9	3019	5.0%
8	2939	4.9%
7	2921	4.9%
6	2913	4.9%

Other Punctuation

Value	Count	Frequency (%)
:	19964	99.9%
.	18	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	79993	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	19964	25.0%
1	12530	15.7%
0	9564	12.0%
2	7776	9.7%
3	6311	7.9%
4	6096	7.6%
5	5942	7.4%
9	3019	3.8%
8	2939	3.7%
7	2921	3.7%
Other values (2)	2931	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79993	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	19964	25.0%
1	12530	15.7%
0	9564	12.0%
2	7776	9.7%
3	6311	7.9%
4	6096	7.6%
5	5942	7.4%
9	3019	3.8%
8	2939	3.7%
7	2921	3.7%
Other values (2)	2931	3.7%

충전종료시간
Text

Distinct	9322
Distinct (%)	93.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.989
Min length	5

Characters and Unicode

Total characters	79890
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	8679 ?
Unique (%)	86.8%

Sample

1st row	20:22:35
2nd row	10:02:59
3rd row	01:49:50
4th row	20:48:52
5th row	11:42:52

Value	Count	Frequency (%)
09:18:54	4	< 0.1%
21:30:30	4	< 0.1%
21:26:39	3	< 0.1%
14:16:11	3	< 0.1%
12:24:00	3	< 0.1%
15:26:33	3	< 0.1%
10:45:18	3	< 0.1%
10:50:29	3	< 0.1%
20:38:02	3	< 0.1%
12:37:54	3	< 0.1%
Other values (9312)	9968	99.7%

Most occurring characters

Value	Count	Frequency (%)
:	19964	25.0%
1	12417	15.5%
0	9420	11.8%
2	8098	10.1%
3	6478	8.1%
5	6055	7.6%
4	5981	7.5%
9	2960	3.7%
7	2854	3.6%
6	2816	3.5%
Other values (3)	2847	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	59890	75.0%
Other Punctuation	19982	25.0%
Space Separator	18	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	12417	20.7%
0	9420	15.7%
2	8098	13.5%
3	6478	10.8%
5	6055	10.1%
4	5981	10.0%
9	2960	4.9%
7	2854	4.8%
6	2816	4.7%
8	2811	4.7%

Other Punctuation

Value	Count	Frequency (%)
:	19964	99.9%
.	18	0.1%

Space Separator

Value	Count	Frequency (%)
	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79890	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	19964	25.0%
1	12417	15.5%
0	9420	11.8%
2	8098	10.1%
3	6478	8.1%
5	6055	7.6%
4	5981	7.5%
9	2960	3.7%
7	2854	3.6%
6	2816	3.5%
Other values (3)	2847	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79890	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	19964	25.0%
1	12417	15.5%
0	9420	11.8%
2	8098	10.1%
3	6478	8.1%
5	6055	7.6%
4	5981	7.5%
9	2960	3.7%
7	2854	3.6%
6	2816	3.5%
Other values (3)	2847	3.6%

Phik (φk)
Auto

Heatmap
Table

	연번	충전구분	위도	경도	충전기 최대용량	충전량(kWh)
연번	1.000	0.065	0.194	0.223	0.153	0.068
충전구분	0.065	1.000	0.519	0.480	1.000	0.264
위도	0.194	0.519	1.000	0.888	0.640	0.265
경도	0.223	0.480	0.888	1.000	0.637	0.277
충전기 최대용량	0.153	1.000	0.640	0.637	1.000	0.228
충전량(kWh)	0.068	0.264	0.265	0.277	0.228	1.000

Heatmap
Table

	연번	위도	경도	충전기 최대용량	충전량(kWh)	충전구분
연번	1.000	-0.029	-0.013	-0.012	-0.022	0.050
위도	-0.029	1.000	-0.193	-0.222	0.051	0.400
경도	-0.013	-0.193	1.000	0.183	0.081	0.369
충전기 최대용량	-0.012	-0.222	0.183	1.000	0.211	1.000
충전량(kWh)	-0.022	0.051	0.081	0.211	1.000	0.202
충전구분	0.050	0.400	0.369	1.000	0.202	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

	연번	충전구분	충전소명	주소	위도	경도	충전기 최대용량	충전량(kWh)	충전시간	충전날짜	충전시작시간	충전종료시간
22763	22764	급속	개화산역 공영주차장	서울 강서구 양천로 22(개화산역)	37.572422	126.804828	50	9.12	17분33초	2023-12-13	20:05:02	20:22:35
22938	22939	급속	중랑구청(변압기 6월 교체예정)	서울 중랑구 봉화산로 179(중랑구청)	37.606906	127.093274	100	44.8	1시간6분45초	2023-12-13	08:56:14	10:02:59
27573	27574	급속	홍제1동 제1공영주차장	서울 서대문구 홍제내2바길 18(이안휴빌A동)	37.58494	126.937523	100	47.0	52분42초	2023-11-25	00:57:08	01:49:50
51861	51862	급속	천호역 공영주차장	서울 강동구 천호대로 지하 997(천호역)	37.538579	127.123742	50	19.74	40분31초	2023-07-21	20:08:21	20:48:52
3380	3381	완속	서울시 본관청사	서울 중구 세종대로 110(서울특별시청)	37.566317	126.977829	7	15.32	2시간21분56초	2024-02-19	09:20:56	11:42:52
10302	10303	급속	복정역 공영주차장	서울 송파구 송파대로 지하 6(복정역)	37.470165	127.128091	50	4.78	11분38초	2024-01-25	11:17:24	11:29:02
51039	51040	급속	서대문구청 주차장	서울 서대문구 연희로 248(서대문구청)	37.579155	126.936759	50	24.38	40분6초	2023-07-26	17:00:50	17:40:56
45612	45613	급속	중랑구청(변압기 6월 교체예정)	서울 중랑구 봉화산로 179(중랑구청)	37.606906	127.093274	100	37.57	41분21초	2023-08-25	16:33:09	17:14:30
29109	29110	급속	한마음공영주차장	서울 양천구 목동 914-6(도로환경관리센터)	37.531187	126.877869	200	8.82	6분19초	2023-11-18	20:13:45	20:20:04
33055	33056	급속	을지로 노상공영주차장(신한은행 앞, 가로등)	서울 중구 을지로5가 20-1(정건벨라지오)	37.566948	127.001721	50	2.78	6분31초	2023-11-01	14:37:17	14:43:48

	연번	충전구분	충전소명	주소	위도	경도	충전기 최대용량	충전량(kWh)	충전시간	충전날짜	충전시작시간	충전종료시간
57427	57428	급속	서대문구청 주차장	서울 서대문구 연희로 248(서대문구청)	37.579155	126.936759	50	6.87	16분46초	2023-06-21	14:19:16	14:36:02
3334	3335	급속	양재솔라스테이션	서울 서초구 바우뫼로12길 73(현대기아차 그린에너지 스테이션)	37.467922	127.034738	100	41.86	1시간15분54초	2024-02-19	12:00:29	13:16:23
33422	33423	급속	정릉천변 노상공영주차장(가로등)	서울 동대문구 정릉천동로 125-1	37.583633	127.036105	50	1.74	4분15초	2023-10-31	02:41:18	02:45:33
44520	44521	급속	동작구청 후문 가로등형 충전소	서울 동작구 장승배기로 161(동작구청)	37.512528	126.939942	50	26.56	41분54초	2023-08-31	18:15:52	18:57:46
49406	49407	급속	동작구청 후문 가로등형 충전소	서울 동작구 장승배기로 161(동작구청)	37.512528	126.939942	50	17.3	35분19초	2023-08-04	10:31:24	11:06:43
7082	7083	급속	중곡동 복개천 노상공영주차장(중곡동우체국 앞, 가로등)	서울 광진구 중곡동 43-4(중곡동 43빌딩)	37.561706	127.083212	50	19.3	1시간27초	2024-02-05	05:40:44	06:41:11
37184	37185	급속	양재솔라스테이션	서울 서초구 바우뫼로12길 73(현대기아차 그린에너지 스테이션)	37.467922	127.034738	200	4.94	2분57초	2023-10-12	17:32:05	17:35:02
37006	37007	완속	서소문청사(후생동)	서울 중구 덕수궁길 15(서울시청 서소문별관)	37.564566	126.974289	7	2.38	2시간11분31초	2023-10-13	14:15:01	16:26:32
49314	49315	급속	양재솔라스테이션	서울 서초구 바우뫼로12길 73(현대기아차 그린에너지 스테이션)	37.467922	127.034738	100	39.12	40분2초	2023-08-04	17:46:00	18:26:02
27479	27480	급속	수서역 공영주차장 복합충전소	서울 강남구 광평로47길 28(KT)	37.487567	127.100724	200	14.44	1시간9분35초	2023-11-25	12:11:43	13:21:18

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block