nhtsa Report

Dataset statistics

Number of variables	8
Number of observations	16000
Missing cells	146
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1000.1 KiB
Average record size in memory	64.0 B

Variable types

Numeric	1
Categorical	7

Alerts

`id` has a high cardinality: 15666 distinct values	High cardinality
`title` has a high cardinality: 15189 distinct values	High cardinality
`body` has a high cardinality: 15399 distinct values	High cardinality
`login` has a high cardinality: 2893 distinct values	High cardinality
`publication_date` has a high cardinality: 16000 distinct values	High cardinality
`uri` has a high cardinality: 16000 distinct values	High cardinality
`Unnamed: 0` is highly correlated with `type`	High correlation
`type` is highly correlated with `Unnamed: 0`	High correlation
`id` is uniformly distributed	Uniform
`title` is uniformly distributed	Uniform
`body` is uniformly distributed	Uniform
`publication_date` is uniformly distributed	Uniform
`uri` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`publication_date` has unique values	Unique
`uri` has unique values	Unique

Reproduction

Analysis started	2022-06-11 14:32:20.135907
Analysis finished	2022-06-11 14:32:33.567237
Duration	13.43 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	16000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33513.15431

Minimum	7
Maximum	61392
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	125.1 KiB

Quantile statistics

Minimum	7
5-th percentile	4167.95
Q1	18994.75
median	34295.5
Q3	50178.5
95-th percentile	57544.1
Maximum	61392
Range	61385
Interquartile range (IQR)	31183.75

Descriptive statistics

Standard deviation	17111.0503
Coefficient of variation (CV)	0.5105771346
Kurtosis	-1.104293946
Mean	33513.15431
Median Absolute Deviation (MAD)	15493
Skewness	-0.2273834116
Sum	536210469
Variance	292788042.4
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	1	< 0.1%
44978	1	< 0.1%
44955	1	< 0.1%
44956	1	< 0.1%
44957	1	< 0.1%
44958	1	< 0.1%
44959	1	< 0.1%
44962	1	< 0.1%
44965	1	< 0.1%
44967	1	< 0.1%
Other values (15990)	15990	99.9%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
61392	1	< 0.1%
61389	1	< 0.1%
61388	1	< 0.1%
61385	1	< 0.1%
61383	1	< 0.1%
61381	1	< 0.1%
61378	1	< 0.1%
61377	1	< 0.1%
61375	1	< 0.1%
61374	1	< 0.1%

id
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	15666
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Memory size	125.1 KiB

5553	3
18697	3
636	2
1292	2
1310	2
Other values (15661)	15988

Length

Max length	22
Median length	6
Mean length	10.0465625
Min length	2

Characters and Unicode

Total characters	160745
Distinct characters	64
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	15334 ?
Unique (%)	95.8%

Sample

1st row	9269
2nd row	7418
3rd row	7408
4th row	7385
5th row	7380

Common Values

Value	Count	Frequency (%)
5553	3	< 0.1%
18697	3	< 0.1%
636	2	< 0.1%
1292	2	< 0.1%
1310	2	< 0.1%
1340	2	< 0.1%
813	2	< 0.1%
968	2	< 0.1%
1024	2	< 0.1%
16664	2	< 0.1%
Other values (15656)	15978	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
5553	3	< 0.1%
18697	3	< 0.1%
5950	2	< 0.1%
11129	2	< 0.1%
11101	2	< 0.1%
11142	2	< 0.1%
11028	2	< 0.1%
10977	2	< 0.1%
12523	2	< 0.1%
18694	2	< 0.1%
Other values (15656)	15978	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	11365	7.1%
2	7036	4.4%
6	6984	4.3%
5	6943	4.3%
7	6834	4.3%
3	6693	4.2%
4	6493	4.0%
8	6259	3.9%
9	6011	3.7%
0	5809	3.6%
Other values (54)	90318	56.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	70427	43.8%
Uppercase Letter	45810	28.5%
Lowercase Letter	41420	25.8%
Dash Punctuation	1688	1.1%
Connector Punctuation	1400	0.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
Q	3848	8.4%
S	2964	6.5%
T	2668	5.8%
A	2601	5.7%
R	2534	5.5%
G	1771	3.9%
W	1720	3.8%
C	1718	3.8%
O	1690	3.7%
K	1640	3.6%
Other values (16)	22656	49.5%

Lowercase Letter

Value	Count	Frequency (%)
w	2628	6.3%
g	2580	6.2%
y	1787	4.3%
i	1760	4.2%
a	1738	4.2%
m	1738	4.2%
q	1734	4.2%
u	1691	4.1%
e	1677	4.0%
b	1471	3.6%
Other values (16)	22616	54.6%

Decimal Number

Value	Count	Frequency (%)
1	11365	16.1%
2	7036	10.0%
6	6984	9.9%
5	6943	9.9%
7	6834	9.7%
3	6693	9.5%
4	6493	9.2%
8	6259	8.9%
9	6011	8.5%
0	5809	8.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1688	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1400	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	87230	54.3%
Common	73515	45.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
Q	3848	4.4%
S	2964	3.4%
T	2668	3.1%
w	2628	3.0%
A	2601	3.0%
g	2580	3.0%
R	2534	2.9%
y	1787	2.0%
G	1771	2.0%
i	1760	2.0%
Other values (42)	62089	71.2%

Common

Value	Count	Frequency (%)
1	11365	15.5%
2	7036	9.6%
6	6984	9.5%
5	6943	9.4%
7	6834	9.3%
3	6693	9.1%
4	6493	8.8%
8	6259	8.5%
9	6011	8.2%
0	5809	7.9%
Other values (2)	3088	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	160745	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	11365	7.1%
2	7036	4.4%
6	6984	4.3%
5	6943	4.3%
7	6834	4.3%
3	6693	4.2%
4	6493	4.0%
8	6259	3.9%
9	6011	3.7%
0	5809	3.6%
Other values (54)	90318	56.2%

title
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	15189
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Memory size	125.1 KiB

Old	18
New page	13
Productivity Tips	10
Upcoming Events	9
Regional Travel Security Update	8
Other values (15184)	15942

Length

Max length	251
Median length	156
Mean length	50.5215625
Min length	1

Characters and Unicode

Total characters	808345
Distinct characters	189
Distinct categories	21 ?
Distinct scripts	8 ?
Distinct blocks	15 ?

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

Unique

Unique	14491 ?
Unique (%)	90.6%

Sample

1st row	Enquiry about the 3DS Compass
2nd row	Who created the vote feature?
3rd row	How fair is it to use email to ask people to get their vote ?
4th row	How to the list at a glance to ease reading instead of scrolling pages ?
5th row	"enveloppes Soleau" not recognized ?

Common Values

Value	Count	Frequency (%)
Old	18	0.1%
New page	13	0.1%
Productivity Tips	10	0.1%
Upcoming Events	9	0.1%
Regional Travel Security Update	8	0.1%
Competitive News	6	< 0.1%
BRAND ESSENTIALS	5	< 0.1%
Marketing Development & Certification	5	< 0.1%
Maintenance operation on the booking system - Code Update	5	< 0.1%
New Page	5	< 0.1%
Other values (15179)	15916	99.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	5506	4.3%
to	3813	3.0%
the	3316	2.6%
in	2318	1.8%
for	2191	1.7%
a	2083	1.6%
of	1697	1.3%
and	1486	1.2%
3dexperience	1346	1.0%
on	1304	1.0%
Other values (12513)	103828	80.6%

Most occurring characters

Value	Count	Frequency (%)
	113941	14.1%
e	67263	8.3%
o	45878	5.7%
t	45809	5.7%
a	43714	5.4%
n	43238	5.3%
i	43151	5.3%
r	36324	4.5%
s	34494	4.3%
l	21890	2.7%
Other values (179)	312643	38.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	539618	66.8%
Space Separator	114653	14.2%
Uppercase Letter	111263	13.8%
Decimal Number	19860	2.5%
Other Punctuation	14339	1.8%
Dash Punctuation	4294	0.5%
Close Punctuation	1573	0.2%
Open Punctuation	1566	0.2%
Math Symbol	405	0.1%
Final Punctuation	292	< 0.1%
Other values (11)	482	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	67263	12.5%
o	45878	8.5%
t	45809	8.5%
a	43714	8.1%
n	43238	8.0%
i	43151	8.0%
r	36324	6.7%
s	34494	6.4%
l	21890	4.1%
c	19407	3.6%
Other values (36)	138450	25.7%

Other Letter

Value	Count	Frequency (%)
ン	4	7.7%
ス	3	5.8%
ナ	2	3.8%
ラ	2	3.8%
の	2	3.8%
チ	2	3.8%
セ	2	3.8%
タ	2	3.8%
上	2	3.8%
ケ	1	1.9%
Other values (30)	30	57.7%

Uppercase Letter

Value	Count	Frequency (%)
E	12047	10.8%
S	9155	8.2%
D	9075	8.2%
C	8659	7.8%
I	7877	7.1%
A	7761	7.0%
R	6951	6.2%
P	6836	6.1%
T	5083	4.6%
N	5055	4.5%
Other values (22)	32764	29.4%

Other Punctuation

Value	Count	Frequency (%)
?	3052	21.3%
:	2105	14.7%
.	2070	14.4%
,	1301	9.1%
"	1256	8.8%
!	1153	8.0%
&	1117	7.8%
'	833	5.8%
/	759	5.3%
*	306	2.1%
Other values (6)	387	2.7%

Decimal Number

Value	Count	Frequency (%)
3	4035	20.3%
1	3945	19.9%
0	3791	19.1%
2	3777	19.0%
6	1377	6.9%
5	702	3.5%
8	608	3.1%
4	608	3.1%
7	547	2.8%
9	470	2.4%

Math Symbol

Value	Count	Frequency (%)
\|	212	52.3%
+	101	24.9%
>	55	13.6%
=	29	7.2%
<	5	1.2%
~	1	0.2%
→	1	0.2%
≠	1	0.2%

Other Symbol

Value	Count	Frequency (%)
°	9	42.9%
®	8	38.1%
™	2	9.5%
♥	1	4.8%
©	1	4.8%

Format

Value	Count	Frequency (%)
‬	1	25.0%
‪	1	25.0%
‎	1	25.0%
	1	25.0%

Space Separator

Value	Count	Frequency (%)
	113941	99.4%
	710	0.6%
	2	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	4101	95.5%
–	182	4.2%
—	11	0.3%

Final Punctuation

Value	Count	Frequency (%)
’	166	56.8%
”	116	39.7%
»	10	3.4%

Initial Punctuation

Value	Count	Frequency (%)
“	115	82.1%
‘	15	10.7%
«	10	7.1%

Currency Symbol

Value	Count	Frequency (%)
$	25	89.3%
€	2	7.1%
£	1	3.6%

Close Punctuation

Value	Count	Frequency (%)
)	1441	91.6%
]	132	8.4%

Open Punctuation

Value	Count	Frequency (%)
(	1434	91.6%
[	132	8.4%

Nonspacing Mark

Value	Count	Frequency (%)
̶	61	98.4%
️	1	1.6%

Modifier Symbol

Value	Count	Frequency (%)
´	2	66.7%
^	1	33.3%

Modifier Letter

Value	Count	Frequency (%)
ー	2	66.7%
ꓽ	1	33.3%

Connector Punctuation

Value	Count	Frequency (%)
_	165	100.0%

Control

Value	Count	Frequency (%)
	3	100.0%

Private Use

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	650880	80.5%
Common	157349	19.5%
Inherited	62	< 0.1%
Katakana	25	< 0.1%
Han	18	< 0.1%
Hiragana	9	< 0.1%
Lisu	1	< 0.1%
Unknown	1	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	67263	10.3%
o	45878	7.0%
t	45809	7.0%
a	43714	6.7%
n	43238	6.6%
i	43151	6.6%
r	36324	5.6%
s	34494	5.3%
l	21890	3.4%
c	19407	3.0%
Other values (67)	249712	38.4%

Common

Value	Count	Frequency (%)
	113941	72.4%
-	4101	2.6%
3	4035	2.6%
1	3945	2.5%
0	3791	2.4%
2	3777	2.4%
?	3052	1.9%
:	2105	1.3%
.	2070	1.3%
)	1441	0.9%
Other values (58)	15091	9.6%

Han

Value	Count	Frequency (%)
上	2	11.1%
入	1	5.6%
門	1	5.6%
環	1	5.6%
海	1	5.6%
体	1	5.6%
验	1	5.6%
中	1	5.6%
心	1	5.6%
日	1	5.6%
Other values (7)	7	38.9%

Katakana

Value	Count	Frequency (%)
ン	4	16.0%
ス	3	12.0%
ナ	2	8.0%
ラ	2	8.0%
チ	2	8.0%
セ	2	8.0%
タ	2	8.0%
ケ	1	4.0%
ッ	1	4.0%
ル	1	4.0%
Other values (5)	5	20.0%

Hiragana

Value	Count	Frequency (%)
の	2	22.2%
か	1	11.1%
ら	1	11.1%
を	1	11.1%
し	1	11.1%
め	1	11.1%
ま	1	11.1%
す	1	11.1%

Inherited

Value	Count	Frequency (%)
̶	61	98.4%
️	1	1.6%

Lisu

Value	Count	Frequency (%)
ꓽ	1	100.0%

Unknown

Value	Count	Frequency (%)
	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	806171	99.7%
None	1403	0.2%
Punctuation	645	0.1%
Diacriticals	61	< 0.1%
Katakana	27	< 0.1%
CJK	18	< 0.1%
Hiragana	9	< 0.1%
Letterlike Symbols	3	< 0.1%
Currency Symbols	2	< 0.1%
Misc Symbols	1	< 0.1%
Other values (5)	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	113941	14.1%
e	67263	8.3%
o	45878	5.7%
t	45809	5.7%
a	43714	5.4%
n	43238	5.4%
i	43151	5.4%
r	36324	4.5%
s	34494	4.3%
l	21890	2.7%
Other values (83)	310469	38.5%

None

Value	Count	Frequency (%)
	710	50.6%
è	334	23.8%
é	213	15.2%
à	37	2.6%
ç	12	0.9%
«	10	0.7%
»	10	0.7%
°	9	0.6%
ê	8	0.6%
®	8	0.6%
Other values (24)	52	3.7%

Punctuation

Value	Count	Frequency (%)
–	182	28.2%
’	166	25.7%
”	116	18.0%
“	115	17.8%
…	36	5.6%
‘	15	2.3%
—	11	1.7%
‬	1	0.2%
‪	1	0.2%
‎	1	0.2%

Diacriticals

Value	Count	Frequency (%)
̶	61	100.0%

Katakana

Value	Count	Frequency (%)
ン	4	14.8%
ス	3	11.1%
ナ	2	7.4%
ラ	2	7.4%
チ	2	7.4%
セ	2	7.4%
タ	2	7.4%
ー	2	7.4%
ケ	1	3.7%
ッ	1	3.7%
Other values (6)	6	22.2%

Currency Symbols

Value	Count	Frequency (%)
€	2	100.0%

Hiragana

Value	Count	Frequency (%)
の	2	22.2%
か	1	11.1%
ら	1	11.1%
を	1	11.1%
し	1	11.1%
め	1	11.1%
ま	1	11.1%
す	1	11.1%

Letterlike Symbols

Value	Count	Frequency (%)
™	2	66.7%
ℹ	1	33.3%

CJK

Value	Count	Frequency (%)
上	2	11.1%
入	1	5.6%
門	1	5.6%
環	1	5.6%
海	1	5.6%
体	1	5.6%
验	1	5.6%
中	1	5.6%
心	1	5.6%
日	1	5.6%
Other values (7)	7	38.9%

Misc Symbols

Value	Count	Frequency (%)
♥	1	100.0%

Arrows

Value	Count	Frequency (%)
→	1	100.0%

Lisu

Value	Count	Frequency (%)
ꓽ	1	100.0%

Math Operators

Value	Count	Frequency (%)
≠	1	100.0%

VS

Value	Count	Frequency (%)
️	1	100.0%

PUA

Value	Count	Frequency (%)
	1	100.0%

body
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	15399
Distinct (%)	97.1%
Missing	146
Missing (%)	0.9%
Memory size	125.1 KiB

-	52
	24
ObjectiveTHIS INSTRUCTION MUST BE REMOVED! Include a short summary of the demo's main goal. It could be extracted from the OVERVIEW document. The right-aligned image should be representative of your demo, also potentially from the OVERVIEW.Brands/Industries CoveredTHIS INSTRUCTION MUST BE REMOVED! Keep the brand and/or industry icons covered by the demo; delete the other icons. Important: Ensure you mention all the brands and industries covered in order to have a better visibility of your demo.HighlightTHIS INSTRUCTION MUST BE REMOVED! Take a screenshot of the spiral of innovation from the synopsis and put it here, or use bullet and sub-bullet points to show key features.DocumentsTHIS INSTRUCTION MUST BE REMOVED! Link the documents needed for your demo. Do not put the NETPERFORM file in Partner Wikis. If your demo's documents are available in one language only, keep the other columns as it may be updated later on.Overview xKHandoutxKSpeaker TextxKTechnical ReadMexKStep-By-StepxKScreen Capture Training Video xKNetwork PerformancexKOtherxKNetwork PerformanceThis demo has been certified in extranet, https, AND using various latency conditions so as to provide replayers with useful information about what can be expected under various network conditions found in the field.THIS INSTRUCTION MUST BE REMOVED! Insert a screenshot summarizing the results for the three replay conditions (from the NETPERFORM spreadsheet.)Code Installation / Licensing / EnvironmentTHIS INSTRUCTION MUST BE REMOVED! Mention all the code needed. You will need:Code 1Code 2Refer to CODE INSTALLATION & GUIDES tab on The EXPERIENCE Center dashboard to download the media.THIS INSTRUCTION MUST BE REMOVED! For each user, list the Portfolio, Role, and Trigram as following: User: Add User hereTHIS INSTRUCTION MUST BE REMOVED! The following table contains examples; you must populate it with YOUR data (from the OVERVIEW).PortfolioRoleTrigram3DEXPERIENCE platformPlatform MemberIFW.........Book a DemonstrationUse the PACKAGED DEMONSTRATION tab on The EXPERIENCE Center Dashboard.Book an APP Enablement courseBook an APP Enablement course directly on the APPS Enablement tab on The EXPERIENCE Center Dashboard.For more information on this demonstration, contact the owner: xxx.YYY@3ds.com.	20
Demos no longer in portfolio	18
ObjectiveTHIS INSTRUCTION MUST BE REMOVED! Include a short summary of the demo's main goal. It could be extracted from the OVERVIEW document. The right-aligned image should be representative of your demo, also potentially from the OVERVIEW.Brands/Industries CoveredTHIS INSTRUCTION MUST BE REMOVED! Keep the brand and/or industry icons covered by the demo; delete the other icons. Important: Ensure you mention all the brands and industries covered in order to have a better visibility of your demo. HighlightTHIS INSTRUCTION MUST BE REMOVED! Take a screenshot of the spiral of innovation from the synopsis and put it here, or use bullet and sub-bullet points to show key features.DocumentsTHIS INSTRUCTION MUST BE REMOVED! Link the documents needed for your demo. Do not put the NETPERFORM file in Partner Wikis. If your demo's documents are available in one language only, keep the other columns as it may be updated later on.Overview xKHandout xKSpeaker Text xKTechnical ReadMe xKStep-By-Step xKScreen Capture Training Video xKNetwork Performance xKOther xKNetwork PerformanceThis demo has been certified in extranet, https, AND using various latency conditions so as to provide replayers with useful information about what can be expected under various network conditions found in the field.THIS INSTRUCTION MUST BE REMOVED! Insert a screenshot summarizing the results for the three replay conditions (from the NETPERFORM spreadsheet.)Code Installation / Licensing / EnvironmentTHIS INSTRUCTION MUST BE REMOVED! Mention all the code needed. You will need:Code 1Code 2Refer to CODE INSTALLATION & GUIDES tab on The EXPERIENCE Center dashboard to download the media.THIS INSTRUCTION MUST BE REMOVED! For each user, list the Portfolio, Role, and Trigram as following: User: Add User hereTHIS INSTRUCTION MUST BE REMOVED! The following table contains examples; you must populate it with YOUR data (from the OVERVIEW).PortfolioRoleTrigram3DEXPERIENCE platformPlatform MemberIFW.........Book a DemonstrationUse the PACKAGED DEMONSTRATION tab on The EXPERIENCE Center Dashboard. Book an APP Enablement courseBook an APP Enablement course directly on the APPS Enablement tab on The EXPERIENCE Center Dashboard.For more information on this demonstration, contact the owner: xxx.YYY@3ds.com.	10
Other values (15394)	15730

Length

Max length	22021
Median length	4615
Mean length	1245.580106
Min length	1

Characters and Unicode

Total characters	19747427
Distinct characters	1316
Distinct categories	23 ?
Distinct scripts	11 ?
Distinct blocks	24 ?

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

Unique

Unique	15090 ?
Unique (%)	95.2%

Sample

1st row	I have a question regarding the 3DS Compass, and would like someone to clarify the following for me: 1. How does the Compass fit into a product? 2. Is it just for navigation within the product? 3. Are the Compass icons contextual driven? 4. Can the icons change? 5. Can the color change? ie. if our product has a flat look, does the Compass have to keep the chrome? 6. Any white papers on the Compass? Thanks in advance :)
2nd row	Who created the vote feature used in the 3DS Innovation Forwards 2012 campaign? I would like to learn how it is created and manipulated (and possibly shared). Thanks in advance, MjH
3rd row	I'm asking this because I received such mail today Should I send email to my community members ? Or should this be globally prohibited ? Thanks D.
4th row	It is tedious to scroll pages to review each candidate ? How to the list at a glance to ease reading instead of scrolling pages ?
5th row	I’m wondering why the patents are recognized and rewarded in the Innovation Forwards but not the “enveloppes Soleau“ (also registered at INPI). Both are the result of an innovation from a DS team, the main difference that leads to this choice is most of the time the difficulty to check if a competitor is copying or not the innovation.

Common Values

Value	Count	Frequency (%)
-	52	0.3%
	24	0.1%
ObjectiveTHIS INSTRUCTION MUST BE REMOVED! Include a short summary of the demo's main goal. It could be extracted from the OVERVIEW document. The right-aligned image should be representative of your demo, also potentially from the OVERVIEW.Brands/Industries CoveredTHIS INSTRUCTION MUST BE REMOVED! Keep the brand and/or industry icons covered by the demo; delete the other icons. Important: Ensure you mention all the brands and industries covered in order to have a better visibility of your demo.HighlightTHIS INSTRUCTION MUST BE REMOVED! Take a screenshot of the spiral of innovation from the synopsis and put it here, or use bullet and sub-bullet points to show key features.DocumentsTHIS INSTRUCTION MUST BE REMOVED! Link the documents needed for your demo. Do not put the NETPERFORM file in Partner Wikis. If your demo's documents are available in one language only, keep the other columns as it may be updated later on.Overview xKHandoutxKSpeaker TextxKTechnical ReadMexKStep-By-StepxKScreen Capture Training Video xKNetwork PerformancexKOtherxKNetwork PerformanceThis demo has been certified in extranet, https, AND using various latency conditions so as to provide replayers with useful information about what can be expected under various network conditions found in the field.THIS INSTRUCTION MUST BE REMOVED! Insert a screenshot summarizing the results for the three replay conditions (from the NETPERFORM spreadsheet.)Code Installation / Licensing / EnvironmentTHIS INSTRUCTION MUST BE REMOVED! Mention all the code needed. You will need:Code 1Code 2Refer to CODE INSTALLATION & GUIDES tab on The EXPERIENCE Center dashboard to download the media.THIS INSTRUCTION MUST BE REMOVED! For each user, list the Portfolio, Role, and Trigram as following: User: Add User hereTHIS INSTRUCTION MUST BE REMOVED! The following table contains examples; you must populate it with YOUR data (from the OVERVIEW).PortfolioRoleTrigram3DEXPERIENCE platformPlatform MemberIFW.........Book a DemonstrationUse the PACKAGED DEMONSTRATION tab on The EXPERIENCE Center Dashboard.Book an APP Enablement courseBook an APP Enablement course directly on the APPS Enablement tab on The EXPERIENCE Center Dashboard.For more information on this demonstration, contact the owner: xxx.YYY@3ds.com.	20	0.1%
Demos no longer in portfolio	18	0.1%
ObjectiveTHIS INSTRUCTION MUST BE REMOVED! Include a short summary of the demo's main goal. It could be extracted from the OVERVIEW document. The right-aligned image should be representative of your demo, also potentially from the OVERVIEW.Brands/Industries CoveredTHIS INSTRUCTION MUST BE REMOVED! Keep the brand and/or industry icons covered by the demo; delete the other icons. Important: Ensure you mention all the brands and industries covered in order to have a better visibility of your demo. HighlightTHIS INSTRUCTION MUST BE REMOVED! Take a screenshot of the spiral of innovation from the synopsis and put it here, or use bullet and sub-bullet points to show key features.DocumentsTHIS INSTRUCTION MUST BE REMOVED! Link the documents needed for your demo. Do not put the NETPERFORM file in Partner Wikis. If your demo's documents are available in one language only, keep the other columns as it may be updated later on.Overview xKHandout xKSpeaker Text xKTechnical ReadMe xKStep-By-Step xKScreen Capture Training Video xKNetwork Performance xKOther xKNetwork PerformanceThis demo has been certified in extranet, https, AND using various latency conditions so as to provide replayers with useful information about what can be expected under various network conditions found in the field.THIS INSTRUCTION MUST BE REMOVED! Insert a screenshot summarizing the results for the three replay conditions (from the NETPERFORM spreadsheet.)Code Installation / Licensing / EnvironmentTHIS INSTRUCTION MUST BE REMOVED! Mention all the code needed. You will need:Code 1Code 2Refer to CODE INSTALLATION & GUIDES tab on The EXPERIENCE Center dashboard to download the media.THIS INSTRUCTION MUST BE REMOVED! For each user, list the Portfolio, Role, and Trigram as following: User: Add User hereTHIS INSTRUCTION MUST BE REMOVED! The following table contains examples; you must populate it with YOUR data (from the OVERVIEW).PortfolioRoleTrigram3DEXPERIENCE platformPlatform MemberIFW.........Book a DemonstrationUse the PACKAGED DEMONSTRATION tab on The EXPERIENCE Center Dashboard. Book an APP Enablement courseBook an APP Enablement course directly on the APPS Enablement tab on The EXPERIENCE Center Dashboard.For more information on this demonstration, contact the owner: xxx.YYY@3ds.com.	10	0.1%
.	10	0.1%
	9	0.1%
	6	< 0.1%
Dear Friends,Some news about our CATIA Assessment initiative from CATIA Marketing !As you may know, at CATIA Marketing we started an initiative to connect, know and collect datas from our CATIA users.We call it “The CATIA Assessment”! https://catia-assessment.3ds.com/It is a website where our users can find out their user profile through 8 questions and finally get an answer to this: are you a CATIA specialist, expert, or mentor?At the end of this assessment - through the user can discover beautiful HR 3D models done with CATIA - he has the opportunity to share his result on social media, like LinkedIn.Every weeks, we give you results of this initiative that will stay all year long. We will do many actions this year to promote this initiative, and we count on you to do this assessment for yourself, and to share it to your contacts and customers.Please, share our initiative to your contacts and customers: https://catia-assessment.3ds.com/And if not done, complete the assessment and share it at the end to Linkedin.You will get this kind of result:Stay tune for next results next weeks !Yves, for the CATIA martketing team	5	< 0.1%
	4	< 0.1%
Other values (15389)	15696	98.1%
(Missing)	146	0.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	156950	5.3%
to	97254	3.3%
and	75836	2.5%
of	62139	2.1%
a	56079	1.9%
in	51258	1.7%
	41690	1.4%
for	35140	1.2%
is	35127	1.2%
on	28170	0.9%
Other values (135702)	2348652	78.6%

Most occurring characters

Value	Count	Frequency (%)
	3002341	15.2%
e	1842618	9.3%
t	1299722	6.6%
o	1163582	5.9%
a	1136759	5.8%
n	1094774	5.5%
i	1089733	5.5%
s	957601	4.8%
r	932875	4.7%
l	606964	3.1%
Other values (1306)	6620458	33.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14449384	73.2%
Space Separator	3143218	15.9%
Uppercase Letter	1228194	6.2%
Other Punctuation	467027	2.4%
Decimal Number	255688	1.3%
Dash Punctuation	72896	0.4%
Close Punctuation	31142	0.2%
Open Punctuation	29977	0.2%
Final Punctuation	17849	0.1%
Connector Punctuation	13672	0.1%
Other values (13)	38380	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
的	329	4.4%
你	117	1.6%
们	94	1.2%
一	94	1.2%
在	93	1.2%
不	88	1.2%
人	82	1.1%
是	74	1.0%
有	73	1.0%
要	72	1.0%
Other values (996)	6429	85.2%

Lowercase Letter

Value	Count	Frequency (%)
e	1842618	12.8%
t	1299722	9.0%
o	1163582	8.1%
a	1136759	7.9%
n	1094774	7.6%
i	1089733	7.5%
s	957601	6.6%
r	932875	6.5%
l	606964	4.2%
d	522850	3.6%
Other values (93)	3801906	26.3%

Uppercase Letter

Value	Count	Frequency (%)
I	103059	8.4%
E	102809	8.4%
S	99616	8.1%
A	93944	7.6%
D	92424	7.5%
T	87142	7.1%
C	85788	7.0%
P	68088	5.5%
R	62677	5.1%
M	57237	4.7%
Other values (47)	375410	30.6%

Other Symbol

Value	Count	Frequency (%)
°	284	44.0%
®	146	22.6%
►	85	13.2%
™	41	6.3%
©	25	3.9%
�	18	2.8%
😉	7	1.1%
●	5	0.8%
◦	4	0.6%
😂	4	0.6%
Other values (20)	27	4.2%

Other Punctuation

Value	Count	Frequency (%)
.	154270	33.0%
,	127660	27.3%
:	43005	9.2%
/	39507	8.5%
"	18578	4.0%
\	16709	3.6%
'	14391	3.1%
?	13334	2.9%
&	12489	2.7%
!	9015	1.9%
Other values (18)	18069	3.9%

Math Symbol

Value	Count	Frequency (%)
=	3753	36.9%
+	2432	23.9%
>	2421	23.8%
\|	730	7.2%
<	596	5.9%
~	218	2.1%
→	14	0.1%
×	6	0.1%
∗	4	< 0.1%
∅	3	< 0.1%
Other values (4)	6	0.1%

Decimal Number

Value	Count	Frequency (%)
0	47242	18.5%
1	46085	18.0%
3	43572	17.0%
2	40427	15.8%
6	20368	8.0%
4	16400	6.4%
5	14281	5.6%
8	9939	3.9%
7	9591	3.8%
9	7782	3.0%

Format

Value	Count	Frequency (%)
	10659	99.5%
	33	0.3%
	13	0.1%
‪	4	< 0.1%
‎	4	< 0.1%
‬	2	< 0.1%
‏	1	< 0.1%
‌	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	28525	95.2%
[	1198	4.0%
{	225	0.8%
„	19	0.1%
（	7	< 0.1%
「	2	< 0.1%
『	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	68743	94.3%
–	3594	4.9%
—	547	0.8%
‐	10	< 0.1%
―	1	< 0.1%
‒	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	29685	95.3%
]	1223	3.9%
}	224	0.7%
）	7	< 0.1%
」	2	< 0.1%
』	1	< 0.1%

Currency Symbol

Value	Count	Frequency (%)
$	868	71.0%
€	282	23.1%
£	59	4.8%
¤	11	0.9%
¥	2	0.2%

Nonspacing Mark

Value	Count	Frequency (%)
̶	61	85.9%
́	5	7.0%
̀	3	4.2%
்	1	1.4%
̂	1	1.4%

Space Separator

Value	Count	Frequency (%)
	3002341	95.5%
	140858	4.5%
	17	< 0.1%
	2	< 0.1%

Final Punctuation

Value	Count	Frequency (%)
’	11466	64.2%
”	5867	32.9%
»	515	2.9%
›	1	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
´	98	57.6%
`	40	23.5%
^	31	18.2%
¨	1	0.6%

Private Use

Value	Count	Frequency (%)
	39	68.4%
	15	26.3%
	2	3.5%
	1	1.8%

Modifier Letter

Value	Count	Frequency (%)
ー	17	70.8%
ʼ	4	16.7%
ˈ	2	8.3%
々	1	4.2%

Other Number

Value	Count	Frequency (%)
²	17	65.4%
³	4	15.4%
½	3	11.5%
¼	2	7.7%

Initial Punctuation

Value	Count	Frequency (%)
“	5939	77.0%
‘	1256	16.3%
«	522	6.8%

Connector Punctuation

Value	Count	Frequency (%)
_	13672	100.0%

Line Separator

Value	Count	Frequency (%)
	1	100.0%

Spacing Mark

Value	Count	Frequency (%)
ி	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15677464	79.4%
Common	4062183	20.6%
Han	7074	< 0.1%
Hiragana	297	< 0.1%
Katakana	148	< 0.1%
Cyrillic	82	< 0.1%
Inherited	71	< 0.1%
Unknown	57	< 0.1%
Hangul	24	< 0.1%
Greek	22	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
的	329	4.7%
你	117	1.7%
们	94	1.3%
一	94	1.3%
在	93	1.3%
不	88	1.2%
人	82	1.2%
是	74	1.0%
有	73	1.0%
要	72	1.0%
Other values (892)	5958	84.2%

Common

Value	Count	Frequency (%)
	3002341	73.9%
.	154270	3.8%
	140858	3.5%
,	127660	3.1%
-	68743	1.7%
0	47242	1.2%
1	46085	1.1%
3	43572	1.1%
:	43005	1.1%
2	40427	1.0%
Other values (129)	347980	8.6%

Latin

Value	Count	Frequency (%)
e	1842618	11.8%
t	1299722	8.3%
o	1163582	7.4%
a	1136759	7.3%
n	1094774	7.0%
i	1089733	7.0%
s	957601	6.1%
r	932875	6.0%
l	606964	3.9%
d	522850	3.3%
Other values (108)	5029986	32.1%

Hiragana

Value	Count	Frequency (%)
し	21	7.1%
の	20	6.7%
て	18	6.1%
い	18	6.1%
ま	17	5.7%
す	15	5.1%
に	14	4.7%
く	10	3.4%
さ	10	3.4%
り	9	3.0%
Other values (34)	145	48.8%

Katakana

Value	Count	Frequency (%)
ン	16	10.8%
ス	15	10.1%
ル	10	6.8%
ラ	10	6.8%
イ	9	6.1%
セ	8	5.4%
サ	7	4.7%
タ	6	4.1%
チ	6	4.1%
プ	5	3.4%
Other values (32)	56	37.8%

Cyrillic

Value	Count	Frequency (%)
и	13	15.9%
о	10	12.2%
н	8	9.8%
к	7	8.5%
ѐ	6	7.3%
е	5	6.1%
т	3	3.7%
ц	3	3.7%
л	3	3.7%
м	3	3.7%
Other values (14)	21	25.6%

Greek

Value	Count	Frequency (%)
ρ	2	9.1%
ά	2	9.1%
ο	2	9.1%
γ	2	9.1%
Ἀ	2	9.1%
κ	1	4.5%
Ρ	1	4.5%
α	1	4.5%
λ	1	4.5%
ω	1	4.5%
Other values (7)	7	31.8%

Hangul

Value	Count	Frequency (%)
사	2	8.3%
다	2	8.3%
랑	2	8.3%
하	2	8.3%
세	2	8.3%
요	2	8.3%
녕	2	8.3%
안	2	8.3%
쟁	1	4.2%
법	1	4.2%
Other values (6)	6	25.0%

Inherited

Value	Count	Frequency (%)
̶	61	85.9%
́	5	7.0%
̀	3	4.2%
̂	1	1.4%
‌	1	1.4%

Tamil

Value	Count	Frequency (%)
ி	1	20.0%
ழ	1	20.0%
்	1	20.0%
ம	1	20.0%
த	1	20.0%

Unknown

Value	Count	Frequency (%)
	39	68.4%
	15	26.3%
	2	3.5%
	1	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19534802	98.9%
None	162655	0.8%
Punctuation	41643	0.2%
CJK	7073	< 0.1%
Hiragana	297	< 0.1%
Currency Symbols	282	< 0.1%
Katakana	167	< 0.1%
Geometric Shapes	96	< 0.1%
Cyrillic	82	< 0.1%
Diacriticals	70	< 0.1%
Other values (14)	260	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3002341	15.4%
e	1842618	9.4%
t	1299722	6.7%
o	1163582	6.0%
a	1136759	5.8%
n	1094774	5.6%
i	1089733	5.6%
s	957601	4.9%
r	932875	4.8%
l	606964	3.1%
Other values (85)	6407833	32.8%

None

Value	Count	Frequency (%)
	140858	86.6%
é	10634	6.5%
è	4573	2.8%
à	1840	1.1%
«	522	0.3%
»	515	0.3%
ê	481	0.3%
ç	447	0.3%
，	292	0.2%
°	284	0.2%
Other values (105)	2209	1.4%

Punctuation

Value	Count	Frequency (%)
’	11466	27.5%
	10659	25.6%
“	5939	14.3%
”	5867	14.1%
–	3594	8.6%
…	1532	3.7%
‘	1256	3.0%
•	734	1.8%
—	547	1.3%
„	19	< 0.1%
Other values (12)	30	0.1%

CJK

Value	Count	Frequency (%)
的	329	4.7%
你	117	1.7%
们	94	1.3%
一	94	1.3%
在	93	1.3%
不	88	1.2%
人	82	1.2%
是	74	1.0%
有	73	1.0%
要	72	1.0%
Other values (891)	5957	84.2%

Currency Symbols

Value	Count	Frequency (%)
€	282	100.0%

Geometric Shapes

Value	Count	Frequency (%)
►	85	88.5%
●	5	5.2%
◦	4	4.2%
■	2	2.1%

Diacriticals

Value	Count	Frequency (%)
̶	61	87.1%
́	5	7.1%
̀	3	4.3%
̂	1	1.4%

Letterlike Symbols

Value	Count	Frequency (%)
™	41	91.1%
№	4	8.9%

PUA

Value	Count	Frequency (%)
	39	68.4%
	15	26.3%
	2	3.5%
	1	1.8%

Hiragana

Value	Count	Frequency (%)
し	21	7.1%
の	20	6.7%
て	18	6.1%
い	18	6.1%
ま	17	5.7%
す	15	5.1%
に	14	4.7%
く	10	3.4%
さ	10	3.4%
り	9	3.0%
Other values (34)	145	48.8%

Specials

Value	Count	Frequency (%)
�	18	94.7%
	1	5.3%

Katakana

Value	Count	Frequency (%)
ー	17	10.2%
ン	16	9.6%
ス	15	9.0%
ル	10	6.0%
ラ	10	6.0%
イ	9	5.4%
セ	8	4.8%
サ	7	4.2%
タ	6	3.6%
チ	6	3.6%
Other values (34)	63	37.7%

Alphabetic PF

Value	Count	Frequency (%)
ﬀ	16	40.0%
ﬁ	16	40.0%
ﬂ	6	15.0%
ﬃ	2	5.0%

Arrows

Value	Count	Frequency (%)
→	14	100.0%

Cyrillic

Value	Count	Frequency (%)
и	13	15.9%
о	10	12.2%
н	8	9.8%
к	7	8.5%
ѐ	6	7.3%
е	5	6.1%
т	3	3.7%
ц	3	3.7%
л	3	3.7%
м	3	3.7%
Other values (14)	21	25.6%

Emoticons

Value	Count	Frequency (%)
😉	7	30.4%
😂	4	17.4%
😊	2	8.7%
😜	2	8.7%
🙁	1	4.3%
😃	1	4.3%
😐	1	4.3%
😝	1	4.3%
😏	1	4.3%
🙃	1	4.3%
Other values (2)	2	8.7%

Modifier Letters

Value	Count	Frequency (%)
ʼ	4	66.7%
ˈ	2	33.3%

Math Operators

Value	Count	Frequency (%)
∗	4	30.8%
∅	3	23.1%
−	2	15.4%
⋮	2	15.4%
≠	1	7.7%
≤	1	7.7%

IPA Ext

Value	Count	Frequency (%)
ə	4	66.7%
ɡ	2	33.3%

Hangul

Value	Count	Frequency (%)
사	2	8.3%
다	2	8.3%
랑	2	8.3%
하	2	8.3%
세	2	8.3%
요	2	8.3%
녕	2	8.3%
안	2	8.3%
쟁	1	4.2%
법	1	4.2%
Other values (6)	6	25.0%

Misc Symbols

Value	Count	Frequency (%)
⚙	2	66.7%
☺	1	33.3%

Greek Ext

Value	Count	Frequency (%)
Ἀ	2	100.0%

Tamil

Value	Count	Frequency (%)
ி	1	20.0%
ழ	1	20.0%
்	1	20.0%
ம	1	20.0%
த	1	20.0%

Dingbats

Value	Count	Frequency (%)
✓	1	33.3%
✅	1	33.3%
❌	1	33.3%

login
Categorical

HIGH CARDINALITY

Distinct	2893
Distinct (%)	18.1%
Missing	0
Missing (%)	0.0%
Memory size	125.1 KiB

fv9	516
tb7	488
jw6	238
flk	204
cd5	144
Other values (2888)	14410

Length

Max length	14
Median length	3
Mean length	3.16025
Min length	2

Characters and Unicode

Total characters	50564
Distinct characters	37
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	1206 ?
Unique (%)	7.5%

Sample

1st row	y31
2nd row	fv9
3rd row	znn
4th row	las
5th row	dcu

Common Values

Value	Count	Frequency (%)
fv9	516	3.2%
tb7	488	3.0%
jw6	238	1.5%
flk	204	1.3%
cd5	144	0.9%
ls8	124	0.8%
gi7	112	0.7%
fvr	110	0.7%
bc	109	0.7%
ls6	108	0.7%
Other values (2883)	13847	86.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
fv9	516	3.2%
tb7	488	3.0%
jw6	238	1.5%
flk	204	1.3%
cd5	144	0.9%
ls8	124	0.8%
gi7	112	0.7%
fvr	110	0.7%
bc	109	0.7%
ls6	108	0.7%
Other values (2883)	13847	86.5%

Most occurring characters

Value	Count	Frequency (%)
f	2500	4.9%
t	2294	4.5%
s	2102	4.2%
b	2021	4.0%
r	2007	4.0%
c	1863	3.7%
d	1860	3.7%
e	1831	3.6%
l	1789	3.5%
m	1776	3.5%
Other values (27)	30521	60.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	41834	82.7%
Decimal Number	8728	17.3%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
f	2500	6.0%
t	2294	5.5%
s	2102	5.0%
b	2021	4.8%
r	2007	4.8%
c	1863	4.5%
d	1860	4.4%
e	1831	4.4%
l	1789	4.3%
m	1776	4.2%
Other values (16)	21791	52.1%

Decimal Number

Value	Count	Frequency (%)
1	1755	20.1%
7	1187	13.6%
9	1165	13.3%
3	968	11.1%
6	824	9.4%
8	798	9.1%
5	678	7.8%
2	657	7.5%
4	651	7.5%
0	45	0.5%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	41834	82.7%
Common	8730	17.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
f	2500	6.0%
t	2294	5.5%
s	2102	5.0%
b	2021	4.8%
r	2007	4.8%
c	1863	4.5%
d	1860	4.4%
e	1831	4.4%
l	1789	4.3%
m	1776	4.2%
Other values (16)	21791	52.1%

Common

Value	Count	Frequency (%)
1	1755	20.1%
7	1187	13.6%
9	1165	13.3%
3	968	11.1%
6	824	9.4%
8	798	9.1%
5	678	7.8%
2	657	7.5%
4	651	7.5%
0	45	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50564	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	2500	4.9%
t	2294	4.5%
s	2102	4.2%
b	2021	4.0%
r	2007	4.0%
c	1863	3.7%
d	1860	3.7%
e	1831	3.6%
l	1789	3.5%
m	1776	3.5%
Other values (27)	30521	60.4%

publication_date
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	16000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	125.1 KiB

2013-06-28 02:02:10.000000	1
2019-03-08 21:48:00.180000	1
2019-01-14 15:14:12.000000	1
2019-01-15 08:07:00.000000	1
2019-01-24 08:04:09.000000	1
Other values (15995)	15995

Length

Max length	26
Median length	26
Mean length	26
Min length	26

Characters and Unicode

Total characters	416000
Distinct characters	14
Distinct categories	4 ?
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	16000 ?
Unique (%)	100.0%

Sample

1st row	2013-06-28 02:02:10.000000
2nd row	2012-12-18 20:33:52.000000
3rd row	2012-12-17 18:19:46.000000
4th row	2012-12-14 15:42:02.000000
5th row	2012-12-14 10:49:38.000000

Common Values

Value	Count	Frequency (%)
2013-06-28 02:02:10.000000	1	< 0.1%
2019-03-08 21:48:00.180000	1	< 0.1%
2019-01-14 15:14:12.000000	1	< 0.1%
2019-01-15 08:07:00.000000	1	< 0.1%
2019-01-24 08:04:09.000000	1	< 0.1%
2019-01-28 18:19:39.000000	1	< 0.1%
2019-01-31 14:07:57.000000	1	< 0.1%
2019-02-04 09:38:35.000000	1	< 0.1%
2019-02-11 14:15:30.125000	1	< 0.1%
2019-02-13 10:14:08.946000	1	< 0.1%
Other values (15990)	15990	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2012-12-06	148	0.5%
2013-11-22	115	0.4%
2011-12-12	92	0.3%
2012-12-05	86	0.3%
2019-03-28	80	0.2%
2013-11-18	64	0.2%
2011-12-15	59	0.2%
2017-05-24	58	0.2%
2012-11-29	56	0.2%
2012-11-30	54	0.2%
Other values (16934)	31188	97.5%

Most occurring characters

Value	Count	Frequency (%)
0	141959	34.1%
1	53440	12.8%
2	40055	9.6%
-	32000	7.7%
:	32000	7.7%
	16000	3.8%
.	16000	3.8%
3	15748	3.8%
5	14784	3.6%
4	14609	3.5%
Other values (4)	39405	9.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	320000	76.9%
Other Punctuation	48000	11.5%
Dash Punctuation	32000	7.7%
Space Separator	16000	3.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	141959	44.4%
1	53440	16.7%
2	40055	12.5%
3	15748	4.9%
5	14784	4.6%
4	14609	4.6%
8	10525	3.3%
9	10198	3.2%
7	9624	3.0%
6	9058	2.8%

Other Punctuation

Value	Count	Frequency (%)
:	32000	66.7%
.	16000	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	32000	100.0%

Space Separator

Value	Count	Frequency (%)
	16000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	416000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	141959	34.1%
1	53440	12.8%
2	40055	9.6%
-	32000	7.7%
:	32000	7.7%
	16000	3.8%
.	16000	3.8%
3	15748	3.8%
5	14784	3.6%
4	14609	3.5%
Other values (4)	39405	9.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	416000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	141959	34.1%
1	53440	12.8%
2	40055	9.6%
-	32000	7.7%
:	32000	7.7%
	16000	3.8%
.	16000	3.8%
3	15748	3.8%
5	14784	3.6%
4	14609	3.5%
Other values (4)	39405	9.5%

type
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.1 KiB

Post	7345
Question	5158
WikiPage	1859
Ideation	1638

Length

Max length	8
Median length	8
Mean length	6.16375
Min length	4

Characters and Unicode

Total characters	98620
Distinct characters	15
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	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
Post	7345	45.9%
Question	5158	32.2%
WikiPage	1859	11.6%
Ideation	1638	10.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
post	7345	45.9%
question	5158	32.2%
wikipage	1859	11.6%
ideation	1638	10.2%

Most occurring characters

Value	Count	Frequency (%)
o	14141	14.3%
t	14141	14.3%
s	12503	12.7%
i	10514	10.7%
P	9204	9.3%
e	8655	8.8%
n	6796	6.9%
Q	5158	5.2%
u	5158	5.2%
a	3497	3.5%
Other values (5)	8853	9.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	80761	81.9%
Uppercase Letter	17859	18.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	14141	17.5%
t	14141	17.5%
s	12503	15.5%
i	10514	13.0%
e	8655	10.7%
n	6796	8.4%
u	5158	6.4%
a	3497	4.3%
k	1859	2.3%
g	1859	2.3%

Uppercase Letter

Value	Count	Frequency (%)
P	9204	51.5%
Q	5158	28.9%
W	1859	10.4%
I	1638	9.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	98620	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	14141	14.3%
t	14141	14.3%
s	12503	12.7%
i	10514	10.7%
P	9204	9.3%
e	8655	8.8%
n	6796	6.9%
Q	5158	5.2%
u	5158	5.2%
a	3497	3.5%
Other values (5)	8853	9.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	98620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	14141	14.3%
t	14141	14.3%
s	12503	12.7%
i	10514	10.7%
P	9204	9.3%
e	8655	8.8%
n	6796	6.9%
Q	5158	5.2%
u	5158	5.2%
a	3497	3.5%
Other values (5)	8853	9.0%

uri
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	16000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	125.1 KiB

swym:215dsi0708:DSEXT001:qnaquestion:9269	1
swym:215dsi0708:DSEXT001:qnaquestion:J-ZgVD2KRN6VP4bcwrE9Jg	1
swym:215dsi0708:DSEXT001:communitypost:R5OzB0OvQ6KfvXpO7L4AXw	1
swym:215dsi0708:DSEXT001:qnaquestion:m92x6qVDSqGu9ljBJ9fylQ	1
swym:215dsi0708:DSEXT001:qnaquestion:1ifKadC0TRGSs0afHDogNg	1
Other values (15995)	15995

Length

Max length	61
Median length	52
Mean length	46.8995
Min length	33

Characters and Unicode

Total characters	750392
Distinct characters	65
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	16000 ?
Unique (%)	100.0%

Sample

1st row	swym:215dsi0708:DSEXT001:qnaquestion:9269
2nd row	swym:215dsi0708:DSEXT001:qnaquestion:7418
3rd row	swym:215dsi0708:DSEXT001:qnaquestion:7408
4th row	swym:215dsi0708:DSEXT001:qnaquestion:7385
5th row	swym:215dsi0708:DSEXT001:qnaquestion:7380

Common Values

Value	Count	Frequency (%)
swym:215dsi0708:DSEXT001:qnaquestion:9269	1	< 0.1%
swym:215dsi0708:DSEXT001:qnaquestion:J-ZgVD2KRN6VP4bcwrE9Jg	1	< 0.1%
swym:215dsi0708:DSEXT001:communitypost:R5OzB0OvQ6KfvXpO7L4AXw	1	< 0.1%
swym:215dsi0708:DSEXT001:qnaquestion:m92x6qVDSqGu9ljBJ9fylQ	1	< 0.1%
swym:215dsi0708:DSEXT001:qnaquestion:1ifKadC0TRGSs0afHDogNg	1	< 0.1%
swym:215dsi0708:DSEXT001:qnaquestion:X7D6dMXVThG8oo9O6aD0Lg	1	< 0.1%
swym:215dsi0708:DSEXT001:communitypost:FF6Qdbj-T2yn7T1e8lIq-Q	1	< 0.1%
swym:215dsi0708:DSEXT001:communitypost:ML0SX5LlQQufPrq3AnGTOw	1	< 0.1%
swym:215dsi0708:DSEXT001:qnaquestion:IF3qHLSHTnaClTP83-OMCw	1	< 0.1%
swym:215dsi0708:DSEXT001:communitypost:raTIktEUQWiz6lnKv1ehfQ	1	< 0.1%
Other values (15990)	15990	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
swym:215dsi0708:dsext001:qnaquestion:9269	1	< 0.1%
swym:215dsi0708:dsext001:wikitree:8249	1	< 0.1%
swym:215dsi0708:dsext001:wikitree:8005	1	< 0.1%
swym:215dsi0708:dsext001:wikitree:7981	1	< 0.1%
swym:215dsi0708:dsext001:qnaquestion:7408	1	< 0.1%
swym:215dsi0708:dsext001:qnaquestion:7385	1	< 0.1%
swym:215dsi0708:dsext001:qnaquestion:7380	1	< 0.1%
swym:215dsi0708:dsext001:qnaquestion:7298	1	< 0.1%
swym:215dsi0708:dsext001:qnaquestion:7262	1	< 0.1%
swym:215dsi0708:dsext001:qnaquestion:7260	1	< 0.1%
Other values (15990)	15990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	69809	9.3%
:	64000	8.5%
s	45890	6.1%
1	43365	5.8%
i	35619	4.7%
m	32428	4.3%
y	25132	3.3%
2	23036	3.1%
t	23015	3.1%
5	22943	3.1%
Other values (55)	365155	48.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	327067	43.6%
Decimal Number	230427	30.7%
Uppercase Letter	125810	16.8%
Other Punctuation	64000	8.5%
Dash Punctuation	1688	0.2%
Connector Punctuation	1400	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	45890	14.0%
i	35619	10.9%
m	32428	9.9%
y	25132	7.7%
t	23015	7.0%
o	21244	6.5%
w	20487	6.3%
n	19079	5.8%
d	18996	5.8%
u	14194	4.3%
Other values (16)	70983	21.7%

Uppercase Letter

Value	Count	Frequency (%)
S	18964	15.1%
T	18668	14.8%
D	17475	13.9%
E	17442	13.9%
X	17427	13.9%
Q	3848	3.1%
A	2601	2.1%
R	2534	2.0%
G	1771	1.4%
W	1720	1.4%
Other values (16)	23360	18.6%

Decimal Number

Value	Count	Frequency (%)
0	69809	30.3%
1	43365	18.8%
2	23036	10.0%
5	22943	10.0%
7	22834	9.9%
8	22259	9.7%
6	6984	3.0%
3	6693	2.9%
4	6493	2.8%
9	6011	2.6%

Other Punctuation

Value	Count	Frequency (%)
:	64000	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1688	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1400	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	452877	60.4%
Common	297515	39.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	45890	10.1%
i	35619	7.9%
m	32428	7.2%
y	25132	5.5%
t	23015	5.1%
o	21244	4.7%
w	20487	4.5%
n	19079	4.2%
d	18996	4.2%
S	18964	4.2%
Other values (42)	192023	42.4%

Common

Value	Count	Frequency (%)
0	69809	23.5%
:	64000	21.5%
1	43365	14.6%
2	23036	7.7%
5	22943	7.7%
7	22834	7.7%
8	22259	7.5%
6	6984	2.3%
3	6693	2.2%
4	6493	2.2%
Other values (3)	9099	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	750392	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	69809	9.3%
:	64000	8.5%
s	45890	6.1%
1	43365	5.8%
i	35619	4.7%
m	32428	4.3%
y	25132	3.3%
2	23036	3.1%
t	23015	3.1%
5	22943	3.1%
Other values (55)	365155	48.7%

Unnamed: 0

Unnamed: 0

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

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 dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Unnamed: 0	id	title	body	login	publication_date	type	uri
0	7	9269	Enquiry about the 3DS Compass	I have a question regarding the 3DS Compass, and would like someone to clarify the following for me: 1. How does the Compass fit into a product? 2. Is it just for navigation within the product? 3. Are the Compass icons contextual driven? 4. Can the icons change? 5. Can the color change? ie. if our product has a flat look, does the Compass have to keep the chrome? 6. Any white papers on the Compass? Thanks in advance :)	y31	2013-06-28 02:02:10.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:9269
1	8	7418	Who created the vote feature?	Who created the vote feature used in the 3DS Innovation Forwards 2012 campaign? I would like to learn how it is created and manipulated (and possibly shared). Thanks in advance, MjH	fv9	2012-12-18 20:33:52.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:7418
2	9	7408	How fair is it to use email to ask people to get their vote ?	I'm asking this because I received such mail today Should I send email to my community members ? Or should this be globally prohibited ? Thanks D.	znn	2012-12-17 18:19:46.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:7408
3	10	7385	How to the list at a glance to ease reading instead of scrolling pages ?	It is tedious to scroll pages to review each candidate ? How to the list at a glance to ease reading instead of scrolling pages ?	las	2012-12-14 15:42:02.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:7385
4	11	7380	"enveloppes Soleau" not recognized ?	I’m wondering why the patents are recognized and rewarded in the Innovation Forwards but not the “enveloppes Soleau“ (also registered at INPI). Both are the result of an innovation from a DS team, the main difference that leads to this choice is most of the time the difficulty to check if a competitor is copying or not the innovation.	dcu	2012-12-14 10:49:38.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:7380
5	12	7298	Uploaded video is not readable on some platforms / web browsers	We have uploaded the following video as a media, in wmv format : https://www.dsswym.3ds.com/#media:123114 But the video seem not to be readable on some PCs with Chrome and Firefox, only in IE. We also tried with mp4 format, but the problem is the same. Sometimes, we have the following error message : "The video could not be loaded, either because the server or network failed or because the format is not supported: https://www.dsswym.3ds.com/3dsearch/Content/0D6A31031527390B_1280x720.mp4, https://www.dsswym.3ds.com/3dsearch/Content/0D6A31031527390B_1280x720.webmundefinedundefinedundefinedundefinedundefinedundefined" Could you give us some help about this problem ?	tzw	2012-12-06 16:52:48.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:7298
6	13	7262	Can we edit posts after they have been converted from a wiki page?	We have had the email saying that we should convert our wiki page to a post today (Wednesday 5th December) to validate the submission. However, elsewhere the deadline is set at midnight on Thursday 6th December. Are we able to update our posts after they have been converted from a wiki page to a post? Thanks	thm	2012-12-05 14:44:22.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:7262
7	14	7260	How to make Wiki one to a Post ?	Can someone comment how to make developed Wiki page to a Post ? Thanks in advance	zso	2012-12-05 13:38:54.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:7260
8	15	7234	Final DS Forwards Project Submission Unsuccessful - Don't Know How To Get Help	I tried to submit my project "A Scripting Application for Rapid Prototyping of V6 Geometric Workflows" for the Forwards Competition as described in the tutorial. Unfortunately, the browser briefly displayed an error message and the project does not show up as a post as I believe it should. Also, I cannot go back and resubmit the project. How do I get my project submitted? (I have submitted a help ticket using the links on this site, but these always end up at our local IT, and they do not know how to contact support for DSSwym.) Thanks for the help.	cvg	2012-12-03 23:46:34.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:7234
9	16	7224	Type of video supported for upload	Hi, Could you let me know what type of video file could be uploaded to the wiki page? I tried uploading an .avi file but received an error saying the file format was not supported - I was not sure if it was an un supported format or some other issue with video creation at our end. Thanks, Manoj	qmx	2012-12-03 16:21:17.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:7224

Last rows

	Unnamed: 0	id	title	body	login	publication_date	type	uri
15990	61374	D796cURVQL66biLPJ27qoQ	Old Ideas statuses still indexed	When using 6WTags to filter the Ideas of my community, I still see old statuses that I renamed a long time ago (see picture below).Is there a bug in the indexing process ?Should the index be forced ?It looks like the index cannot just purge attributes that were already created by the Swym widget.I guess the Swym widget should give an additional information to the index process saying those attributes are no longer needed in the index.	bpl5	2018-12-05 11:28:54.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:D796cURVQL66biLPJ27qoQ
15991	61375	v73eQq9YRFO90MxdENZ8Bg	Looking for people interested in helping us improve 3DSwym (user test)	Hello everyone,I am UX designer in the team of Hubert Masson and I want to perform a user test of the new 3DSwym with potential users.The idea is to play with 3DSwym by performing some small tasks and answering questions about the ergonomics of the app.The test lasts about 45 minutes and will be included in the interview.It's a very fun activity based on manipulation and discovery.I am thinking of taking the test over the period from 9 to 22 December.The test can be done online (by shared screens) or on site at Vélizy.I am looking for 6 users who are following profiles:- 2 people who never use SWYM (I think of newcomers)- 2 regular users (at least once a week)- 2 irregular users (month of once a week).If you are interested in helping us improving 3DSwym, we invite you to answer the small survey available at the bottom of this message. https://tinyurl.com/yatdpxlpThanks in advance for your help.	k2q	2018-12-05 14:31:24.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:v73eQq9YRFO90MxdENZ8Bg
15992	61377	d2KjWEecRp6WUno6dtiitQ	Where do 'messages' go?	In 3DSwym beta when viewing a community using the timeline, I can add a 'message' - where does this go? Is it just standalone, outside of any posts? If so, is there a way to comment on a specific post in this view, or do I have to switch to What's New view?	ley	2018-12-05 17:46:24.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:d2KjWEecRp6WUno6dtiitQ
15993	61378	Fa6U2IS5RRy7YwpzOWw14Q	Hidden conversation	I hid a group conversation. How do i get it back? and can i hide only one conversation at a time? I try to hide a second one but it keeps coming back	mim	2018-12-05 18:12:36.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:Fa6U2IS5RRy7YwpzOWw14Q
15994	61381	WSvWRwhnTIS-5DdxQ8Syug	What happened to the HUD for Ideas in Beta?	In the current version of 3DSwym, we have the "Heads Up Display" (HUD) for Ideas:In the Beta, I don't see that same HUD and interactivity capability:Has it been removed?	fv9	2018-12-05 23:42:18.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:WSvWRwhnTIS-5DdxQ8Syug
15995	61383	iA0pEQwKS7iIZtS3OlwWDA	RealTime Collaborative Ideation session	We use today Ideation Funnel + Skype a lot while nurturing ideas. We would love to get rid of SKYPE which is crappy, and see the ideas, comments, talk and chat around the selected IDEA, having all the team looking at the same idea.We are not far, to be more efficient we miss today in addition to the real time collab :Some sorting functions to quickly see the latest from on section of the funnel, or the most like/commented.We miss a graphic way to distinguish idea. Big circle VS small one based on activity, color code on the idea circle to give a status.Pin an idea to create a kind of agenda (this week we want to discuss those 5, and easy way to put them aside and find them)Link Ideas as when they are similar we should group themTransfer an idea from someone to someone else (people leave, or people change roles...) A "Kiosk" mode to pitch the idea (see our committee next is December 17 to optimize the pitch session) Display the idea full screen, with an easy way to navigate, with a timer widget) In a way to replace powerpoint. Exemple in this videoFew details such change the Delete position as today it's very easy to delete by mistake an idea, so close to Edit.@Paul SIMARD and @Frederic VAN BATTEN were invited to see us in action, as we do this every Tuesday with around 15 people located in different sites, in particular Paris, Boston and Pune.Hopefully it gaves lot's of inspirations, @Oriane LIEGE could follow up with the team to make sure usages will be at the top with this new Swym !	fvr	2018-12-06 09:40:39.000000	Ideation	swym:215dsi0708:DSEXT001:idea:iA0pEQwKS7iIZtS3OlwWDA
15996	61385	LE-pfFV9S6mbpmvmot4DjA	Can't scroll on right panel?	Hi all, I've reached a community that has a very long description. When I go to this community with the timeline view, I can't scroll on the right panel to view the "members" & "what's" new part. Is there something I'm missing? Thanks!	stt1	2018-12-06 13:44:14.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:LE-pfFV9S6mbpmvmot4DjA
15997	61388	RYvkzTcsRdSPy6-AhKe_9Q	Cross-pollination: What Stat's Improvements Will We See?	Linking to my question in the Play 3DEXPERIENCE Community as I haven't seen any answers:Anyone have any luck manipulating 3DSwym exportable statistics into something meaningful?Will the next version of 3DSwym have statistics that will have improved export capabilities and or the ability to deep-dive into what is resonating (and by default: not resonating) in a community?@Matthew HALL	fv9	2018-12-06 15:12:48.000000	Question	swym:215dsi0708:DSEXT001:qnaquestion:RYvkzTcsRdSPy6-AhKe_9Q
15998	61389	eLiuT8raR3miyppxHJiUdQ	How can we use 3DEXPERIENCE to do true collaboration on a document?	How can we use 3DEXPERIENCE to do true / live multi-editor simultaneous collaboration on a document? This is to have multiple people edit the same document at the same time without having to replace a document and risk to overwrite the edits on another person. We are looking for something like Google Docs...See: https://eu1-215dsi0708-ifwe.3dexperience.3ds.com/#dashboard:f547228b-4c0e-4bab-84a8-b0c3de50ba02/tab:What's%20up/app:X3DMCTY_AP/content:url=https%3A%2F%2Fdsext001-eu1-215dsi0708-3dswym%2e3dexperience%2e3ds%2ecom&community=1209&contentType=idea&contentId=4CuEzOJNTQyTKwzJTS6TmQ	xtl	2018-12-06 21:42:31.000000	Ideation	swym:215dsi0708:DSEXT001:idea:eLiuT8raR3miyppxHJiUdQ
15999	61392	fKW_J6v8Qs6BSccXgn5pug	Ability to edit group conversation name & picture	When creating conversations with several people, it would be nice to have the possibility to rename it by the creator, and being able to set a custom picture to this conversation (similarly to what can be done in whatsapp)	xam	2018-12-07 15:22:50.000000	Ideation	swym:215dsi0708:DSEXT001:idea:fKW_J6v8Qs6BSccXgn5pug

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