Data for: Memristors as synapses for neuromorphic computing (doi:10.21979/N9/TK1GDN)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Data for: Memristors as synapses for neuromorphic computing

Identification Number:

doi:10.21979/N9/TK1GDN

Distributor:

DR-NTU (Data)

Date of Distribution:

2021-05-17

Version:

2

Bibliographic Citation:

Wang, Junling, 2021, "Data for: Memristors as synapses for neuromorphic computing", https://doi.org/10.21979/N9/TK1GDN, DR-NTU (Data), V2, UNF:6:izFLoS3mzigVzaqMjYYFCw== [fileUNF]

Study Description

Citation

Title:

Data for: Memristors as synapses for neuromorphic computing

Identification Number:

doi:10.21979/N9/TK1GDN

Authoring Entity:

Wang, Junling (Nanyang Technological University)

Software used in Production:

VASP

Grant Number:

AcRFTier1 2018-T1-002-092

Distributor:

DR-NTU (Data)

Access Authority:

Zhang, Zhonghan

Depositor:

Zhang, Zhonghan

Date of Deposit:

2021-05-17

Holdings Information:

https://doi.org/10.21979/N9/TK1GDN

Study Scope

Keywords:

Physics, Physics, Memristors

Abstract:

Research data from project "Memristors as synapses for neuromorphic computing"

Kind of Data:

Crystal structure data

Kind of Data:

Text file

Notes:

Project was transferred to Prof Li Shuzhou.

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Studies

<a href="https://doi.org/10.6084/m9.figshare.13227434">https://doi.org/10.6084/m9.figshare.13227434</a>

Related Publications

Citation

Identification Number:

10.1038/s41563-020-00875-3

Bibliographic Citation:

Hu, Y., You, L., Xu, B., Li, T., Morris, S. A., Li, Y., ... & Wang, J. (2021). Ferroelastic-switching-driven large shear strain and piezoelectricity in a hybrid ferroelectric. Nature materials, 20(5), 612-617.

Citation

Identification Number:

10356/146195

Bibliographic Citation:

Hu, Y., You, L., Xu, B., Li, T., Morris, S. A., Li, Y., ... & Wang, J. (2021). Ferroelastic-switching-driven large shear strain and piezoelectricity in a hybrid ferroelectric. Nature materials, 20(5), 612-617.

File Description--f66196

File: 3a.tab

  • Number of cases: 487

  • No. of variables per record: 17

  • Type of File: text/tab-separated-values

Notes:

UNF:6:Sg6fZ1BzxbmbITTASjewdA==

File Description--f66098

File: Dielectric.tab

  • Number of cases: 71

  • No. of variables per record: 8

  • Type of File: text/tab-separated-values

Notes:

UNF:6:ShLTadFJahTWyDCOegXNyA==

File Description--f66287

File: different E.tab

  • Number of cases: 487

  • No. of variables per record: 17

  • Type of File: text/tab-separated-values

Notes:

UNF:6:yEEy03FrQUFoSwPgmal/vQ==

File Description--f66066

File: DSC.tab

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  • No. of variables per record: 31

  • Type of File: text/tab-separated-values

Notes:

UNF:6:Nk+O4OBk+g85vf1vXkJO+Q==

File Description--f66308

File: PE loop.tab

  • Number of cases: 510

  • No. of variables per record: 14

  • Type of File: text/tab-separated-values

Notes:

UNF:6:FP0t/9DstFg9c3M9z7c3iw==

File Description--f66081

File: SE.tab

  • Number of cases: 593

  • No. of variables per record: 14

  • Type of File: text/tab-separated-values

Notes:

UNF:6:OoOX86SayeSg1AEp19eiyQ==

Variable Description

List of Variables:

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  • 0 - 0
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  • D - D
  • 33 - 33
  • F - F
  • G - G
  • 63 - 63
  • I - I
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  • 70 - 70
  • L - L
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  • 80 - 80
  • O - O
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  • L - L
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  • N - N
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  • P - P
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  • 0.8 - 0.8
  • 80%h - 80%h
  • T - T
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  • 100c - 100c
  • A - A
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  • 70 - 70
  • F - F
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  • I - I
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Variables

A

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0

f66196 Location:

Variable Format: character

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C

f66196 Location:

Summary Statistics: Max. NaN; Valid 0.0; Mean NaN; StDev NaN; Min. NaN;

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

D

f66196 Location:

Summary Statistics: Valid 205.0; Max. 6.39217; StDev 1.8539875694014567; Min. 0.02736; Mean 3.183719024390244

Variable Format: numeric

Notes: UNF:6:ajNtbgpwazit5stIrplKXA==

33

f66196 Location:

Summary Statistics: Max. 0.03043; Min. 5.0E-6; StDev 0.010491640726554771; Mean 0.017462365853658537; Valid 205.0

Variable Format: numeric

Notes: UNF:6:gJDEY5Pt6M+6em6Fp0hb3Q==

F

f66196 Location:

Summary Statistics: StDev NaN; Valid 0.0; Min. NaN; Max. NaN; Mean NaN;

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

G

f66196 Location:

Summary Statistics: Min. 0.01166; Mean 3.1655773170731707; Max. 6.34996; StDev 1.8446263647634744; Valid 205.0

Variable Format: numeric

Notes: UNF:6:fTUGWAR0wHAB5/vv9VOj6Q==

63

f66196 Location:

Summary Statistics: Min. 5.0E-6; Valid 205.0; Max. 0.0919; StDev 0.030616178189807157; Mean 0.051335756097560976

Variable Format: numeric

Notes: UNF:6:c0JfGVn+kgpEwlJjsLutoQ==

I

f66196 Location:

Summary Statistics: Max. NaN; Mean NaN; Valid 0.0; StDev NaN; Min. NaN

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

J

f66196 Location:

Summary Statistics: Min. 0.00812; StDev 1.924223318560438; Valid 407.0; Max. 6.63752; Mean 3.3084768058968055

Variable Format: numeric

Notes: UNF:6:Li5uPmLa1L5sL7TcLuossw==

70

f66196 Location:

Summary Statistics: Min. 0.0; Valid 407.0; Max. 0.1635; StDev 0.05574976807465977; Mean 0.0927584275184275

Variable Format: numeric

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L

f66196 Location:

Summary Statistics: Min. NaN; StDev NaN; Max. NaN; Mean NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

M

f66196 Location:

Summary Statistics: StDev 1.8710857866049768; Max. 6.46051; Min. 0.00987; Mean 3.2193201437371672; Valid 487.0

Variable Format: numeric

Notes: UNF:6:Jej7K6D81L3SbSZgwnHJ/g==

80

f66196 Location:

Summary Statistics: StDev 0.08697173430620792; Min. 0.0; Valid 487.0; Max. 0.25111; Mean 0.14885140994250515;

Variable Format: numeric

Notes: UNF:6:gsYrXapF5k2NNl0kWJOM2w==

O

f66196 Location:

Summary Statistics: Max. NaN; StDev NaN; Valid 0.0; Mean NaN; Min. NaN;

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

P

f66196 Location:

Summary Statistics: StDev 1.8947116233618402; Mean 3.259049917864476; Valid 487.0; Max. 6.53829; Min. 0.0

Variable Format: numeric

Notes: UNF:6:BHtayKPd3twVZr2NUfPTLQ==

90

f66196 Location:

Summary Statistics: Max. 0.30554; Valid 487.0; Min. -3.8E-4; StDev 0.10195468483114237; Mean 0.18614158110882958;

Variable Format: numeric

Notes: UNF:6:kG0Q/T44+HdeBlXgwXLqJA==

A

f66098 Location:

Summary Statistics: Valid 67.0; Max. 160.0; StDev 36.426369169502856; Min. 25.0; Mean 91.1567164179104;

Variable Format: numeric

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a

f66098 Location:

Summary Statistics: Min. 4.96435; Mean 5.851970298507463; Valid 67.0; StDev 0.7518212330169063; Max. 7.29191

Variable Format: numeric

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C

f66098 Location:

Summary Statistics: Valid 0.0; StDev NaN; Max. NaN; Mean NaN; Min. NaN

Variable Format: numeric

Notes: UNF:6:/kaU1/RUCSExALFoc9GWsg==

D

f66098 Location:

Summary Statistics: Mean 91.65492957746476; Valid 71.0; Max. 160.0; Min. 25.0; StDev 31.995378187358757

Variable Format: numeric

Notes: UNF:6:NilkuJmVTkOrjI5K+Fwtag==

b

f66098 Location:

Summary Statistics: Max. 4.61996; Valid 71.0; StDev 0.03520586328236739; Mean 4.575891830985915; Min. 4.49567;

Variable Format: numeric

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F

f66098 Location:

Summary Statistics: Valid 0.0; Max. NaN; Min. NaN; Mean NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:/kaU1/RUCSExALFoc9GWsg==

G

f66098 Location:

Summary Statistics: Valid 70.0; Min. 25.0; StDev 35.65020130380852; Mean 91.42857142857142; Max. 160.0;

Variable Format: numeric

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c

f66098 Location:

Summary Statistics: StDev 4.050900849475367; Min. 8.73043; Mean 15.293035428571429; Valid 70.0; Max. 20.63403

Variable Format: numeric

Notes: UNF:6:ZgtjAW53Fxrc1+SPTUVj6Q==

A

f66287 Location:

Summary Statistics: Min. 0.0; Mean 0.8105567479674797; StDev 0.4742549779641368; Valid 123.0; Max. 1.62749

Variable Format: numeric

Notes: UNF:6:ec1GGGEoXTPckqZd7U0P+A==

300

f66287 Location:

Summary Statistics: StDev 0.007559959493166483; Valid 123.0; Min. 0.0; Mean 0.011613739837398374; Max. 0.02326

Variable Format: numeric

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C

f66287 Location:

Summary Statistics: Valid 0.0; Max. NaN; Min. NaN; Mean NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

D

f66287 Location:

Summary Statistics: StDev 0.7915259964369933; Valid 203.0; Max. 2.72359; Mean 1.350903448275862; Min. 0.00666

Variable Format: numeric

Notes: UNF:6:ahdrUX9XmREcBw8h8UXtqA==

500

f66287 Location:

Summary Statistics: StDev 0.030228627078716912; Mean 0.039596157635467984; Min. -8.0E-4; Valid 203.0; Max. 0.0856;

Variable Format: numeric

Notes: UNF:6:40e9/JHzno/OymU+4CJgeA==

F

f66287 Location:

Summary Statistics: Valid 0.0; Min. NaN; StDev NaN; Mean NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

G

f66287 Location:

Summary Statistics: Max. 3.81137; Min. 0.01166; StDev 1.1054729195215478; Mean 1.9026645296167248; Valid 287.0

Variable Format: numeric

Notes: UNF:6:mMLgqgOF1xKw9xBlYsggMg==

700

f66287 Location:

Summary Statistics: Max. 0.18484; Min. -6.8E-4; Mean 0.09507505226480836; StDev 0.06519999192839133; Valid 287.0;

Variable Format: numeric

Notes: UNF:6:TZY0o0Mpam2+NrdftNZ0Ow==

I

f66287 Location:

Summary Statistics: StDev NaN; Max. NaN; Min. NaN; Valid 0.0; Mean NaN

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

J

f66287 Location:

Summary Statistics: StDev 1.4212031429309802; Max. 4.91246; Valid 369.0; Min. 0.0; Mean 2.4487132520325203;

Variable Format: numeric

Notes: UNF:6:yHgKTw63CNfNaLtyNLjaLg==

900

f66287 Location:

Summary Statistics: Min. 0.0; Valid 369.0; Mean 0.14252989481327916; StDev 0.08792589230236393; Max. 0.25561

Variable Format: numeric

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L

f66287 Location:

Summary Statistics: Max. NaN; StDev NaN; Valid 0.0; Mean NaN; Min. NaN

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

M

f66287 Location:

Summary Statistics: Valid 407.0; StDev 1.5788340243699504; Max. 5.44885; Min. 0.00833; Mean 2.714462653562654;

Variable Format: numeric

Notes: UNF:6:vsT/GrKuir0XU9piNt4TWg==

1000

f66287 Location:

Summary Statistics: StDev 0.09107996181107622; Max. 0.26232; Mean 0.15072167076167076; Min. -2.0E-5; Valid 407.0

Variable Format: numeric

Notes: UNF:6:KjdypA8gyuBqxZDwoS2sMg==

O

f66287 Location:

Summary Statistics: Valid 0.0; StDev NaN; Max. NaN; Min. NaN; Mean NaN

Variable Format: numeric

Notes: UNF:6:2nn9dMNxZxRW7IMCFS9yKg==

P

f66287 Location:

Summary Statistics: Min. 0.0; StDev 1.8947116233618402; Max. 6.53829; Valid 487.0; Mean 3.259049917864476

Variable Format: numeric

Notes: UNF:6:BHtayKPd3twVZr2NUfPTLQ==

1200

f66287 Location:

Summary Statistics: Min. -3.8E-4; Mean 0.18614158110882958; Max. 0.30554; StDev 0.10195468483114237; Valid 487.0;

Variable Format: numeric

Notes: UNF:6:kG0Q/T44+HdeBlXgwXLqJA==

A

f66066 Location:

Variable Format: character

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63%h

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Variable Format: character

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C

f66066 Location:

Variable Format: character

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63%c

f66066 Location:

Variable Format: character

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E

f66066 Location:

Variable Format: character

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F

f66066 Location:

Variable Format: character

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G

f66066 Location:

Variable Format: character

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69%h

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I

f66066 Location:

Variable Format: character

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69%c

f66066 Location:

Variable Format: character

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K

f66066 Location:

Summary Statistics: Mean NaN; Max. NaN; Valid 0.0; Min. NaN; StDev NaN

Variable Format: numeric

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0.77

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Variable Format: character

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77%c

f66066 Location:

Variable Format: character

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P

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Summary Statistics: Max. NaN; Valid 0.0; Mean NaN; Min. NaN; StDev NaN

Variable Format: numeric

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Q

f66066 Location:

Summary Statistics: Valid 0.0; StDev NaN; Min. NaN; Max. NaN; Mean NaN;

Variable Format: numeric

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0.8

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Variable Format: character

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80%h

f66066 Location:

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T

f66066 Location:

Variable Format: character

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80%c

f66066 Location:

Variable Format: character

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V

f66066 Location:

Summary Statistics: StDev NaN; Mean NaN; Valid 0.0; Min. NaN; Max. NaN

Variable Format: numeric

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W

f66066 Location:

Variable Format: character

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90%h

f66066 Location:

Summary Statistics: Min. -0.71929; Max. -0.28384; Valid 7192.0; StDev 0.04692617383608682; Mean -0.321267078698554

Variable Format: numeric

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Y

f66066 Location:

Variable Format: character

Notes: UNF:6:QTlVF0QX/VvPDKv5nVTqJQ==

90%c

f66066 Location:

Summary Statistics: Min. 0.23963; Max. 0.50799; StDev 0.034247854720560016; Mean 0.26274518473406416; Valid 7389.0

Variable Format: numeric

Notes: UNF:6:9/fnMcnmXwTNQtCQzIIRBQ==

AA

f66066 Location:

Summary Statistics: Valid 0.0; StDev NaN; Mean NaN; Max. NaN; Min. NaN

Variable Format: numeric

Notes: UNF:6:PzgZrFR5prFQ6nLXLVPEDw==

AB

f66066 Location:

Variable Format: character

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100h

f66066 Location:

Summary Statistics: Min. -0.43642; Mean -0.3006313563579277; Max. -0.23991; Valid 6370.0; StDev 0.040177920835179376;

Variable Format: numeric

Notes: UNF:6:1nfpIZX/KFlGRfvhuB8+XQ==

AD

f66066 Location:

Variable Format: character

Notes: UNF:6:Obq7SxmQrnl13H/YqllGWg==

100c

f66066 Location:

Variable Format: character

Notes: UNF:6:4XJ08syn3KhKbyMTzHgYIQ==

A

f66308 Location:

Summary Statistics: Min. -6.17902; Valid 501.0; StDev 3.5676956241541395; Max. 6.1869; Mean 0.0038362874251493084

Variable Format: numeric

Notes: UNF:6:STGVOTvaMetznnfUjQWXew==

90

f66308 Location:

Summary Statistics: Valid 500.0; StDev 2.7551719375540737; Mean 0.03253288000000005; Min. -3.34935; Max. 3.36733;

Variable Format: numeric

Notes: UNF:6:SGYWp3jLXJstM4Is4O1Z2w==

C

f66308 Location:

Summary Statistics: Mean NaN; StDev NaN; Valid 0.0; Min. NaN; Max. NaN;

Variable Format: numeric

Notes: UNF:6:Db4+3W1lwWioH/zBdRocYw==

D

f66308 Location:

Summary Statistics: Max. 7.17397; StDev 4.144647111770968; Valid 509.0; Min. -7.1437; Mean 0.008428467583496869;

Variable Format: numeric

Notes: UNF:6:7K2LClBlBfq0im5EBxd8Xw==

70

f66308 Location:

Summary Statistics: Valid 509.0; Max. 3.49794; Mean 0.18753410609037255; StDev 2.941091598785842; Min. -3.53304;

Variable Format: numeric

Notes: UNF:6:BzDHexDsrCgbKhJfgBTZpQ==

F

f66308 Location:

Summary Statistics: Max. NaN; Valid 0.0; Min. NaN; Mean NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:Db4+3W1lwWioH/zBdRocYw==

G

f66308 Location:

Summary Statistics: Max. 6.51245; StDev 3.7307049885026538; Mean 0.008279960707266677; Valid 509.0; Min. -6.49109

Variable Format: numeric

Notes: UNF:6:Q5QqMVHDDdDZnkFy+Ax6Sg==

30

f66308 Location:

Summary Statistics: Min. -3.54266; Max. 3.54266; StDev 3.0568013331461605; Mean -0.15858111984282958; Valid 509.0

Variable Format: numeric

Notes: UNF:6:ZnoQ+qFtKf3uyde+CK0PHA==

I

f66308 Location:

Summary Statistics: Mean NaN; Max. NaN; Valid 0.0; StDev NaN; Min. NaN;

Variable Format: numeric

Notes: UNF:6:Db4+3W1lwWioH/zBdRocYw==

J

f66308 Location:

Summary Statistics: Valid 510.0; Max. 10.61605; Min. -10.60791; StDev 6.122485667664553; Mean 0.009913333333332273

Variable Format: numeric

Notes: UNF:6:1vy7kGsNOg6Y/ywIOATPbw==

15

f66308 Location:

Summary Statistics: Valid 510.0; Max. 3.97165; Mean -0.15640817647058725; StDev 3.1933144751026035; Min. -3.99708;

Variable Format: numeric

Notes: UNF:6:NF60CJ7Wtlmuh4Tx4aHBlA==

L

f66308 Location:

Summary Statistics: Min. NaN; Valid 0.0; StDev NaN; Mean NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:Db4+3W1lwWioH/zBdRocYw==

M

f66308 Location:

Summary Statistics: StDev 7.822434061591817; Valid 509.0; Max. 13.58127; Min. -13.55106; Mean 0.013341296660116546

Variable Format: numeric

Notes: UNF:6:xN9Fwpa4XIAYAVr6m+QRMg==

0

f66308 Location:

Summary Statistics: Max. 4.20451; Valid 509.0; StDev 3.3891057250025804; Mean -0.12907125736738692; Min. -4.20103

Variable Format: numeric

Notes: UNF:6:854CdiqJ4KHGvL2L0LCF7Q==

A

f66081 Location:

Variable Format: character

Notes: UNF:6:yuBCEYERPB++eRHf5brZ2g==

0

f66081 Location:

Summary Statistics: Valid 593.0; Mean 13.293510910623947; Min. 0.0; Max. 22.45147; StDev 9.715482935615213;

Variable Format: numeric

Notes: UNF:6:x9jDXLSus5Kb4BpmgRX7gg==

C

f66081 Location:

Summary Statistics: Max. NaN; Mean NaN; Valid 0.0; StDev NaN; Min. NaN;

Variable Format: numeric

Notes: UNF:6:ErgrHnzQ9BV/EFRnycgNuw==

D

f66081 Location:

Summary Statistics: Max. 10.05228; StDev 5.809474013953313; Valid 509.0; Min. -10.09343; Mean -0.010088526522590954;

Variable Format: numeric

Notes: UNF:6:lm1kqflTa3B5PRrnumtIiQ==

15

f66081 Location:

Summary Statistics: StDev 8.265276891908865; Min. -0.0213; Valid 509.0; Mean 10.195461703025543; Max. 19.27715

Variable Format: numeric

Notes: UNF:6:j9iu6/3AYMYlj7zF3u2bfg==

F

f66081 Location:

Summary Statistics: Min. NaN; Mean NaN; StDev NaN; Max. NaN; Valid 0.0;

Variable Format: numeric

Notes: UNF:6:ErgrHnzQ9BV/EFRnycgNuw==

G

f66081 Location:

Summary Statistics: Valid 509.0; Mean 0.005181473477407251; Min. -10.16531; Max. 10.18426; StDev 5.872492067039149;

Variable Format: numeric

Notes: UNF:6:/bLZSDJSooM5yyMi+M34qQ==

30

f66081 Location:

Summary Statistics: Min. -0.04654; StDev 8.086691126975676; Valid 509.0; Mean 8.611617167090374; Max. 18.09776

Variable Format: numeric

Notes: UNF:6:cMV74Uz4oyHO6Izv9ijoAw==

I

f66081 Location:

Summary Statistics: Mean NaN; Min. NaN; StDev NaN; Valid 0.0; Max. NaN

Variable Format: numeric

Notes: UNF:6:ErgrHnzQ9BV/EFRnycgNuw==

J

f66081 Location:

Summary Statistics: Valid 509.0; StDev 4.406628966505606; Min. -7.66104; Max. 7.6748; Mean 0.0057470923379173144;

Variable Format: numeric

Notes: UNF:6:3fi1lYZ/AZJktN0fesMQ2w==

70

f66081 Location:

Summary Statistics: Valid 509.0; Mean 7.7491385775088375; Min. -0.01143; StDev 6.434619281825753; Max. 14.3804

Variable Format: numeric

Notes: UNF:6:/TH+Rwy410vsZIQkClSv8Q==

L

f66081 Location:

Summary Statistics: Min. NaN; Max. NaN; Mean NaN; StDev NaN; Valid 0.0;

Variable Format: numeric

Notes: UNF:6:ErgrHnzQ9BV/EFRnycgNuw==

M

f66081 Location:

Summary Statistics: Max. 8.23304; StDev 4.73874423165371; Mean 0.007538605108053553; Min. -8.22465; Valid 509.0

Variable Format: numeric

Notes: UNF:6:My66CzdSsgW3ZioOoocGXA==

90

f66081 Location:

Summary Statistics: Max. 12.83849; Min. -0.00616; StDev 5.555704311016513; Valid 509.0; Mean 5.920166339316309

Variable Format: numeric

Notes: UNF:6:oVfY28Ej0CvT/vwq8fYV5Q==

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0-1.xrdml

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application/octet-stream

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