Replication Data for: Elusive Consensus: Polarization in Elite Communication on the COVID-19 Pandemic (hdl:21.15109/CONCORDA/1CKGCS)

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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:	Replication Data for: Elusive Consensus: Polarization in Elite Communication on the COVID-19 Pandemic
Identification Number:	hdl:21.15109/CONCORDA/1CKGCS
Distributor:	ARP
Date of Distribution:	2020-09-03
Version:	2
Bibliographic Citation:	Green, Jonathan, 2020, "Replication Data for: Elusive Consensus: Polarization in Elite Communication on the COVID-19 Pandemic", https://hdl.handle.net/21.15109/CONCORDA/1CKGCS, ARP, V2, UNF:6:hA9zRy0GlrPudC93WKgQwA== [fileUNF]
Study Description
Citation
Title:	Replication Data for: Elusive Consensus: Polarization in Elite Communication on the COVID-19 Pandemic
Identification Number:	hdl:21.15109/CONCORDA/1CKGCS
Authoring Entity:	Green, Jonathan (Ohio State University)
Distributor:	ARP
Access Authority:	Green, Jonathan
Depositor:	Green, Jonathan
Date of Deposit:	2020-05-22
Holdings Information:	https://hdl.handle.net/21.15109/CONCORDA/1CKGCS
Study Scope
Keywords:	Social Sciences, social media, congress, machine learning, text as data, fakeDoiMigrationDone
Abstract:	Data and code necessary to reproduce findings.
Methodology and Processing
Sources Statement
Data Access
Other Study Description Materials
File Description--f104
File: allcv_cvfit.tab
	Number of cases: 15 No. of variables per record: 4 Type of File: text/tab-separated-values
Notes:	UNF:6:Q9ZrkQkqDlJYSSV0YUOkuA==
File Description--f102
File: allcv_preds.tab
	Number of cases: 139005 No. of variables per record: 37 Type of File: text/tab-separated-values
Notes:	UNF:6:zpET7RjnwIM4gG/sjkOTyA==
Variable Description
List of Variables:	acc - acc roc - roc prc - prc fold - fold handle - handle status_id - status_id created_at - created_at is_quote - is_quote is_retweet - is_retweet favorite_count - favorite_count retweet_count - retweet_count followers_count - followers_count friends_count - friends_count statuses_count - statuses_count id - id party_code - party_code state_abbrev - state_abbrev district_code - district_code nominate.dim1 - nominate.dim1 index - index tokens.count - tokens.count in.group1 - in.group1 in.group2 - in.group2 in.group3 - in.group3 in.group4 - in.group4 in.group5 - in.group5 in.group6 - in.group6 in.group7 - in.group7 in.group8 - in.group8 in.group9 - in.group9 in.anygroup - in.anygroup caucus - caucus date - date day_relative_1120 - day_relative_1120 is_republican - is_republican week - week month - month preds - preds classpred - classpred correct - correct fold - fold
Variables
acc
f104 Location:	Summary Statistics: Max. 0.732059997841804; StDev 0.0030689628822808085; Valid 15.0; Min. 0.720945289737779; Mean 0.7275133987986043 Variable Format: numeric Notes: UNF:6:aeHAk+9kFiPqEANSLF8l6A==
roc
f104 Location:	Summary Statistics: Max. 0.60301220855473; Min. 0.597191802505568; StDev 0.001469463798732944; Mean 0.6001336109285474; Valid 15.0; Variable Format: numeric Notes: UNF:6:NR6qxhJO18nSky7Ih9qwiA==
prc
f104 Location:	Summary Statistics: StDev 0.001892548490036999; Valid 15.0; Max. 0.449800927776256; Min. 0.44399055573501; Mean 0.44725794746523695 Variable Format: numeric Notes: UNF:6:NTVz5TBItrRNze7aDxxmxQ==
fold
f104 Location:	Summary Statistics: StDev 4.47213595499958; Min. 1.0; Max. 15.0; Valid 15.0; Mean 8.0 Variable Format: numeric Notes: UNF:6:Wge/g22xg24V5Ce+OEc73Q==
handle
f102 Location:	Variable Format: character Notes: UNF:6:6JS2PGQ8vHbFiTZhJveo2g==
status_id
f102 Location:	Summary Statistics: Min. 1.21796E18; Valid 139005.0; StDev 7.972543271458675E15; Mean 1.23249128657242547E18; Max. 1.24514E18 Variable Format: numeric Notes: UNF:6:nmWa3QjweMEo+8elsEa4Bw==
created_at
f102 Location:	Variable Format: character Notes: UNF:6:0pYXoezFmnQ3mjtUCGpJdg==
is_quote
f102 Location:	Variable Format: character Notes: UNF:6:/zmWadH1Ck5GGHc54bj1dg==
is_retweet
f102 Location:	Variable Format: character Notes: UNF:6:iv5kXfkWyI5T7tYVjBEkZw==
favorite_count
f102 Location:	Summary Statistics: StDev 9847.370222803956; Max. 446479.0; Valid 139005.0; Mean 1715.773828279566; Min. 0.0; Variable Format: numeric Notes: UNF:6:StQBTlhtARwx9Pm0KgZpRA==
retweet_count
f102 Location:	Summary Statistics: Min. 0.0; Mean 412.1456566310585; Max. 96839.0; Valid 139005.0; StDev 2218.1437611952633; Variable Format: numeric Notes: UNF:6:YmAgR/IuJXbTKQTNtVY7aw==
followers_count
f102 Location:	Summary Statistics: Max. 1.1645987E7; Mean 394243.21454623697; Min. 1499.0; StDev 1355356.2331381314; Valid 139005.0; Variable Format: numeric Notes: UNF:6:JKxfdgXiH20i6XrSKlln9g==
friends_count
f102 Location:	Summary Statistics: Min. 0.0; Mean 3048.436293658503; Valid 139005.0; StDev 10105.9802269389; Max. 138557.0 Variable Format: numeric Notes: UNF:6:7gKv+zi01BVjUaaZoDLSjA==
statuses_count
f102 Location:	Summary Statistics: Max. 80433.0; Min. 109.0; Mean 7923.829919787068; Valid 139005.0; StDev 7802.478691484008; Variable Format: numeric Notes: UNF:6:dW37FtCRg9yg8l5KZ6QjeQ==
id
f102 Location:	Variable Format: character Notes: UNF:6:s09DLbNOfxIqBPYdTwv/fA==
party_code
f102 Location:	Summary Statistics: Valid 139005.0; StDev 53.08507778285945; Max. 328.0; Min. 100.0; Mean 139.40845293334772; Variable Format: numeric Notes: UNF:6:y3szF8V1U/XoWQy0WISTJw==
state_abbrev
f102 Location:	Variable Format: character Notes: UNF:6:w/pXNYQAyPZj9gbCPCNwBA==
district_code
f102 Location:	Summary Statistics: Min. 0.0; Max. 53.0; StDev 10.276631321800483; Valid 139005.0; Mean 7.849451458580621 Variable Format: numeric Notes: UNF:6:b0us35JMNLyx05/czLtpPA==
nominate.dim1
f102 Location:	Summary Statistics: Max. 0.913; Valid 139005.0; Min. -0.767; StDev 0.46378084627238647; Mean -0.0517090752131218 Variable Format: numeric Notes: UNF:6:me+WQpXCSMIA1h95ptRKeg==
index
f102 Location:	Summary Statistics: Max. 248916.0; Min. 29553.0; StDev 64377.710200515554; Valid 139005.0; Mean 142351.96994352728 Variable Format: numeric Notes: UNF:6:r+op2mFsXo7W2CGgpSFM2g==
tokens.count
f102 Location:	Summary Statistics: Min. 0.0; StDev 12.541068610746; Mean 31.007107657997885; Max. 64.0; Valid 139005.0; Variable Format: numeric Notes: UNF:6:5RQPEI+L4WqXgQjlZk1FHg==
in.group1
f102 Location:	Variable Format: character Notes: UNF:6:uGueRAsh0mi8/TrdnCLuaQ==
in.group2
f102 Location:	Variable Format: character Notes: UNF:6:tvAdZo7/LT5SMUohWquBdA==
in.group3
f102 Location:	Variable Format: character Notes: UNF:6:ngpcS2FYpMBZS8r1ZWl/IQ==
in.group4
f102 Location:	Variable Format: character Notes: UNF:6:IM6RE8YX06gprhlSH1dGPA==
in.group5
f102 Location:	Variable Format: character Notes: UNF:6:xDP5cafi4bi+EpTAVjrj5g==
in.group6
f102 Location:	Variable Format: character Notes: UNF:6:0+q8ce16Zw0jCMzzLwpNfQ==
in.group7
f102 Location:	Variable Format: character Notes: UNF:6:u3XZJ91WL6MD5h/OC6xQ0w==
in.group8
f102 Location:	Variable Format: character Notes: UNF:6:ODcjBNwVnJOEH3Kln8loKA==
in.group9
f102 Location:	Variable Format: character Notes: UNF:6:8Ih6ER/4XL3lBqW8030lrQ==
in.anygroup
f102 Location:	Variable Format: character Notes: UNF:6:UvAaH2yiB6Ozmgs9PVTYzQ==
caucus
f102 Location:	Variable Format: character Notes: UNF:6:dJEcse75FGY5nYKepCXkVQ==
date
f102 Location:	Variable Format: character Notes: UNF:6:GIoqTweME9C8QrOx4XkGLQ==
day_relative_1120
f102 Location:	Summary Statistics: Mean 55.43928635660571; Max. 90.0; Min. 16.0; Valid 139005.0; StDev 21.98809340198978; Variable Format: numeric Notes: UNF:6:rzP6yYRVdAhEzKd4vgaLZA==
is_republican
f102 Location:	Summary Statistics: Max. 1.0; Min. 0.0; Valid 139005.0; StDev 0.48106521644164907; Mean 0.3636991475126812 Variable Format: numeric Notes: UNF:6:Y/yRzSgGQE6j8BYuFPKSvw==
week
f102 Location:	Summary Statistics: Valid 139005.0; Max. 13.0; Min. 3.0; StDev 3.126380718360296; Mean 8.51789503974676 Variable Format: numeric Notes: UNF:6:xqjsGxdjzIwEyTMCtHqnVw==
month
f102 Location:	Summary Statistics: Valid 139005.0; Max. 3.0; StDev 0.7555511893968205; Min. 1.0; Mean 2.2871479443185514 Variable Format: numeric Notes: UNF:6:Z8Me22ZtXNoFRDEsITwCAw==
preds
f102 Location:	Summary Statistics: Valid 139005.0; StDev 0.197854202840163; Min. 0.001745028; Max. 0.998389438; Mean 0.3628906834204165; Variable Format: numeric Notes: UNF:6:uAgh3my7yS/NLw0rhqkSfg==
classpred
f102 Location:	Variable Format: character Notes: UNF:6:uEkfW54C3q/N4VDMsS5l9A==
correct
f102 Location:	Variable Format: character Notes: UNF:6:IZk/NQ7sZQxpPmaKC8kLWQ==
fold
f102 Location:	Summary Statistics: Min. 1.0; Mean 8.0; Max. 15.0; StDev 4.3205093398080034; Valid 139005.0 Variable Format: numeric Notes: UNF:6:ApaMdSMapRBFQDjMq5Fl3A==
Other Study-Related Materials
Label:	MANIFEST.TXT
Notes:	text/plain
Other Study-Related Materials
Label:	AllWordsCompare.rda
Notes:	application/gzip
Other Study-Related Materials
Label:	covid_token_importance.RData
Notes:	application/x-rlang-transport
Other Study-Related Materials
Label:	figure_1.pdf
Notes:	application/pdf
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Label:	congress_tweets_functions.R
Notes:	type/x-r-syntax
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Label:	covid_MLroutine.R
Notes:	type/x-r-syntax
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Label:	covid_MLroutine_all.R
Notes:	type/x-r-syntax
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Label:	covid_MLRoutine_NeutralSets.R
Notes:	type/x-r-syntax
Other Study-Related Materials
Label:	covid_token_imp.R
Notes:	type/x-r-syntax