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Part 1: Document Description
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Citation |
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Title: |
Replication Data for: Expertise Acquisition in Congress |
Identification Number: |
doi:10.7910/DVN/VPPEAW |
Distributor: |
Harvard Dataverse |
Date of Distribution: |
2023-11-30 |
Version: |
1 |
Bibliographic Citation: |
Fong, Christian; Lowande, Kenneth; Rauh, Adam, 2023, "Replication Data for: Expertise Acquisition in Congress", https://doi.org/10.7910/DVN/VPPEAW, Harvard Dataverse, V1, UNF:6:XBUJoHxsS8sgX72QEEB5OQ== [fileUNF] |
Citation |
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Title: |
Replication Data for: Expertise Acquisition in Congress |
Identification Number: |
doi:10.7910/DVN/VPPEAW |
Authoring Entity: |
Fong, Christian (University of Michigan) |
Lowande, Kenneth (University of Michigan) |
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Rauh, Adam (University of Michigan) |
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Producer: |
Fong, Christian |
Lowande, Kenneth |
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Rauh, Adam |
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Distributor: |
Harvard Dataverse |
Access Authority: |
Christian Fong |
Depositor: |
Fong, Christian |
Date of Deposit: |
2023-07-27 |
Holdings Information: |
https://doi.org/10.7910/DVN/VPPEAW |
Study Scope |
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Keywords: |
Social Sciences, Congress, Expertise, Staff, Employment, Divided government, Labor economics, Human capital |
Abstract: |
According to many, the U.S. Congress desperately needs reform because its capacity to govern has declined. Congressional capacity cannot be understood without examining how the expertise available to members is fostered or discouraged. We present a theory of expertise acquisition and apply it to the problem of overseeing the Executive. We use this theory to organize a dataset of congressional staff employment merged with new records of invitations, applications, and attendance at training sessions produced by three non-profit organizations in Washington, D.C. We find that staffers are more likely to acquire expertise when their jobs are more secure and there are more opportunities to use their expertise in careers outside of Congress---most notably, when their party takes control of the presidency. Our analysis suggests that oversight expertise is generally not sufficiently valuable outside of Congress to entice many staffers to acquire it without subsidies. |
Notes: |
This dataset underwent an independent verification process, complying with the AJPS Verification Policy updated June 2023, that replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of code. The verification process was carried out by the Odum Institute for Research in Social Science at the University of North Carolina at Chapel Hill. <br></br> The associated article has been awarded Open Materials Badge. Learn more about the Open Practice Badges from the <a href="https://osf.io/tvyxz/wiki/home/" target="_blank">Center for Open Science</a>.<br></br> <img src="https://odum.unc.edu/files/2020/03/OpenMaterials_PR-1.png" alt="Open Materials Badge" height="77" width="80"> |
Methodology and Processing |
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Sources Statement |
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Data Sources: |
Lewis, Jeffrey B., Keith Poole, Howard Rosenthal, Adam Boche, Aaron Rudkin, and Luke Sonnet (2021). Voteview: Congressional Roll-Call Votes Database. https://voteview.com/ |
<br></br> In Wikipedia, Retreived in March of 2022 https://en.wikipedia.org/wiki/2022_United_States_Senate_elections https://en.wikipedia.org/wiki/2020_United_States_Senate_elections https://en.wikipedia.org/wiki/2018_United_States_Senate_elections https://en.wikipedia.org/wiki/2016_United_States_Senate_elections https://en.wikipedia.org/wiki/2014_United_States_Senate_elections https://en.wikipedia.org/wiki/2012_United_States_Senate_elections |
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<br></br> House 2011: Originally published on CQ Press, Retrieved June of 2022 https://library.cqpress.com/CQWEEKLY/file.php?path=/files/wr20110103-01calendar-cht.pdf |
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<br></br> House 2012+: Originally published on hobnobblog.com, Retrieved June of 2022 https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2022/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2021/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2020/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2019/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2018/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2017/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2016/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2015/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2014/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2013/ https://hobnobblog.com/congress-by-the-numbers/congressional-schedules/congressional-schedules-2012/ |
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<br></br> Senate: In senate.gov, Retrieved June of 2022 https://www.senate.gov/legislative/2022_schedule.htm https://www.senate.gov/legislative/2021_schedule.htm https://www.senate.gov/legislative/2020_schedule.htm https://www.senate.gov/legislative/2019_schedule.htm https://www.senate.gov/legislative/2018_schedule.htm https://www.senate.gov/legislative/2017_schedule.htm https://www.senate.gov/legislative/2016_schedule.htm https://www.senate.gov/legislative/2015_schedule.htm https://www.senate.gov/legislative/2014_schedule.htm https://www.senate.gov/legislative/2013_schedule.htm https://www.senate.gov/legislative/2012_schedule.htm https://www.senate.gov/legislative/2011_schedule.htm |
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<br></br> Wikipedia. Retrieved in March of 2022: https://en.wikipedia.org/wiki/2018_United_States_Senate_elections https://en.wikipedia.org/wiki/2016_United_States_Senate_elections https://en.wikipedia.org/wiki/2014_United_States_Senate_elections https://en.wikipedia.org/wiki/2018_United_States_House_of_Representatives_elections https://en.wikipedia.org/wiki/2016_United_States_House_of_Representatives_elections https://en.wikipedia.org/wiki/2014_United_States_House_of_Representatives_elections |
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<br></br> Cha, Jeremiah; Kuriwaki, Shiro; Snyder, James M. Jr., 2021, "Candidates in American General Elections", https://doi.org/10.7910/DVN/DGDRDT |
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Data Access |
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Disclaimer: |
The <i>American Journal of Political Science</i> and the Odum Institute for Research in Social Science are not responsible for the accuracy or quality of data uploaded within the <i>AJPS</i> Dataverse, for the use of those data, or for interpretations or conclusions based on their use. |
Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Fong, Christian, Kenneth Lowande, and Adam Rauh. [date]. “Expertise Acquisition in Congress.” <i>American Journal of Political Science</i> Forthcoming. <a href="http://ajps.org/" target="_blank">http://ajps.org/</a> |
Bibliographic Citation: |
Fong, Christian, Kenneth Lowande, and Adam Rauh. [date]. “Expertise Acquisition in Congress.” <i>American Journal of Political Science</i> Forthcoming. <a href="http://ajps.org/" target="_blank">http://ajps.org/</a> |
File Description--f7259845 |
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File: bootcamp_anon.tab |
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Notes: |
UNF:6:UgFDikM9mdmaRVuA8dejWg== |
File Description--f7259844 |
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File: panel_bootcamp.tab |
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Notes: |
UNF:6:30xsF/o1bYyUOEUwVgo3vg== |
File Description--f7259842 |
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File: panel_seminars.tab |
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Notes: |
UNF:6:31dpbpC72ksFzPyZrLOkWQ== |
File Description--f7259841 |
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File: seminar_anon.tab |
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Notes: |
UNF:6:W5iH4NtlbIsG3NBLCp6yLw== |
File Description--f7259839 |
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File: promotion_policy_data.tab |
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Notes: |
UNF:6:K9tI44s59w69+nVTEUDP/w== |
File Description--f7259838 |
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File: promotion_policy_data_sem.tab |
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Notes: |
UNF:6:QMvg0mAPJ8QedtN9owXLxA== |
File Description--f7259837 |
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File: promotion_senior_data.tab |
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Notes: |
UNF:6:7P6ytAtmsA1VeErXTIHIOw== |
File Description--f7259836 |
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File: promotion_senior_data_sem.tab |
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Notes: |
UNF:6:Y7sGlLzMzMwZ+JIDK6GXSg== |
File Description--f7259848 |
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File: bootcamp_summary.tab |
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Notes: |
UNF:6:wkhTf3X+At1DZrKStHoDEw== |
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File: seminar_summary.tab |
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Notes: |
UNF:6:eea0WeY6jEtv6QLouU4X5Q== |
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File: final_term_attrition.tab |
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Notes: |
UNF:6:RY0O8PNda7YbpeucT6jAgQ== |
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File: interest.tab |
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Notes: |
UNF:6:SC8mCnjb0yz0RPSQvq07sg== |
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File: majority_data.tab |
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Notes: |
UNF:6:LbMLdHjO/09qZW/jx7xEEA== |
File Description--f7259850 |
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File: training_data.tab |
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Notes: |
UNF:6:RYYREWKWRYYFY/DLkXzTXA== |
File Description--f7259856 |
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File: staffer_fates.tab |
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Notes: |
UNF:6:X8ywCPsoZxMtF2qWfYGzgg== |
File Description--f7259854 |
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File: turnover_data.tab |
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Notes: |
UNF:6:qmAOgsbSMhNZnmoS2P8KtQ== |
List of Variables: |
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Variables |
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f7259845 Location: |
Summary Statistics: Max. 1.0; Min. 0.0; Valid 819.0; StDev 0.4699361797266225; Mean 0.3284493284493282; Variable Format: numeric Notes: UNF:6:kjcNU4LxvS1ETJF7l39meQ== |
f7259845 Location: |
Variable Format: character Notes: UNF:6:wgAv6LyCwZLD+WFoGyFuVg== |
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f7259844 Location: |
Variable Format: character Notes: UNF:6:w8xtdGjiy03V/ZQOjsDgWg== |
f7259844 Location: |
Summary Statistics: StDev 0.2423919332784225; Min. 0.0; Mean 0.0626827442172084; Max. 1.0; Valid 253770.0 Variable Format: numeric Notes: UNF:6:XbnR5g+os3bMvh/ouaqHuA== |
f7259844 Location: |
Summary Statistics: Valid 253770.0; StDev 0.487918881904909; Min. 0.0; Mean 0.3907475272884998; Max. 1.0; Variable Format: numeric Notes: UNF:6:QcMtP4ChlKoPNxqUjYDFbQ== |
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Summary Statistics: Max. 213250.9; Valid 253770.0; Mean 36772.64962083765; StDev 24880.518940964812; Min. 0.0 Variable Format: numeric Notes: UNF:6:YjGGe6uNccqZa1ykrNDpYg== |
f7259844 Location: |
Summary Statistics: Valid 253770.0; Min. 0.0; Mean 0.18554202624423213; StDev 0.3887374155244056; Max. 1.0; Variable Format: numeric Notes: UNF:6:ybjv7WPzMN7hkyAGl9l2Sw== |
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Summary Statistics: Max. 117.0; Mean NaN; Min. -Infinity; Valid 253770.0; StDev NaN Variable Format: numeric Notes: UNF:6:HEce/5GZhn7fATSVxio5Dw== |
f7259844 Location: |
Summary Statistics: Mean 116.2765956608272; Min. 114.0; Valid 253735.0; Max. 117.0; StDev 0.9825861341871145 Variable Format: numeric Notes: UNF:6:Qm1S/9G8gO1HKZ07y+e7fw== |
f7259844 Location: |
Summary Statistics: StDev 0.46259331673129256; Min. 0.0; Mean 0.3102415573156745; Valid 253770.0; Max. 1.0; Variable Format: numeric Notes: UNF:6:fyPNDtgfCsu5afZcwDiZYQ== |
f7259844 Location: |
Summary Statistics: Min. 0.0; Valid 253770.0; Max. 1.0; Mean 0.12097174606927379; StDev 0.3260950808512977; Variable Format: numeric Notes: UNF:6:e35fZSQ/b4NHglTX+bLzCA== |
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f7259842 Location: |
Variable Format: character Notes: UNF:6:I82zrbJMsKB9UYy+QeLkAQ== |
f7259842 Location: |
Summary Statistics: Mean 0.08771082607603244; Max. 1.0; Min. 0.0; StDev 0.28287435047699866; Valid 306473.0; Variable Format: numeric Notes: UNF:6:HSo+MX4yh1sJuNf2lO+zbA== |
f7259842 Location: |
Summary Statistics: StDev 0.48538502547820084; Max. 1.0; Valid 306473.0; Min. 0.0; Mean 0.3799910595712974 Variable Format: numeric Notes: UNF:6:4rjJPj2Ykt5waYJrDLtHNQ== |
f7259842 Location: |
Summary Statistics: Valid 306473.0; Min. 0.0; StDev 24710.691630495203; Mean 35860.61054151604; Max. 213250.9; Variable Format: numeric Notes: UNF:6:8EnfBcCYWl7JNSBhAJxC5A== |
f7259842 Location: |
Summary Statistics: Max. 1.0; Mean 0.18368665428928949; Min. 0.0; Valid 306473.0; StDev 0.38722907508355475; Variable Format: numeric Notes: UNF:6:7roNm6U2nCXxCAnnS6zDGQ== |
f7259842 Location: |
Summary Statistics: Min. -Infinity; Valid 306473.0; Max. 117.0; StDev NaN; Mean NaN; Variable Format: numeric Notes: UNF:6:YihOheaQGAK14iW3eg1f0w== |
f7259842 Location: |
Summary Statistics: Max. 117.0; Mean 115.5992513396908; StDev 1.5947654313022932; Valid 306414.0; Min. 112.0; Variable Format: numeric Notes: UNF:6:3r79R7FPrnCUGZ5ojvLlLQ== |
f7259842 Location: |
Summary Statistics: Max. 1.0; Valid 306473.0; Mean 0.3115021551653792; StDev 0.4631082619557135; Min. 0.0 Variable Format: numeric Notes: UNF:6:62hbTXfCy8uB+PCbCXKbtQ== |
f7259842 Location: |
Summary Statistics: Valid 306473.0; Min. 0.0; StDev 0.3232573388053297; Mean 0.1185487791746688; Max. 1.0; Variable Format: numeric Notes: UNF:6:HB/BeUv+gM+9s5MweyQd/Q== |
f7259842 Location: |
Variable Format: character Notes: UNF:6:rwT+MKn2yqpOMm7WyQxD5Q== |
f7259841 Location: |
Summary Statistics: Valid 1916.0; Max. 28.0; StDev 1.997428807786537; Mean 1.0438413361169094; Min. 0.0 Variable Format: numeric Notes: UNF:6:FnK8+s2s+QZtKyUxEPqmHg== |
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Variable Format: character Notes: UNF:6:6zngrpllC8uzP5ncA1kiYA== |
f7259839 Location: |
Summary Statistics: StDev 0.4909980457672317; Max. 1.0; Valid 101971.0; Min. 0.0; Mean 0.40553686832530084; Variable Format: numeric Notes: UNF:6:V9gq7JtJT0KZfgpmJ02Hcg== |
f7259839 Location: |
Summary Statistics: Max. 173899.92; Mean 28380.949101607337; Min. 0.0; Valid 101971.0; StDev 15974.818011883322 Variable Format: numeric Notes: UNF:6:H+bxe3regazWKdoRsXejFA== |
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Summary Statistics: StDev 0.12446758913271966; Min. 0.0; Valid 101971.0; Mean 0.015739769150052617; Max. 1.0; Variable Format: numeric Notes: UNF:6:blniirpMoPxcPdDiKM+xVg== |
f7259839 Location: |
Summary Statistics: Valid 101971.0; Min. 0.0; StDev 0.12324018546482131; Mean 0.015425954438026787; Max. 1.0 Variable Format: numeric Notes: UNF:6:opiqDA04RCIx9pyi5daCNA== |
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Summary Statistics: Mean 178.20697761408317; Valid 101971.0; Max. 652.428571428571; StDev 159.07533465900755; Min. 0.0; Variable Format: numeric Notes: UNF:6:5x4XXvzXiFosbj73tjKcxQ== |
f7259839 Location: |
Summary Statistics: Valid 101971.0; Mean 204.15559605882288; StDev 159.07595847727117; Min. 25.7142857142857; Max. 678.142857142857 Variable Format: numeric Notes: UNF:6:cq6bqgOKj4sd1oP0tBPYQA== |
f7259839 Location: |
Summary Statistics: Max. 1.0; Valid 101971.0; Mean 0.006550882113541752; StDev 0.08067237370663864; Min. 0.0 Variable Format: numeric Notes: UNF:6:iBhf4FAnuutDo/XWy/QBxA== |
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Variable Format: character Notes: UNF:6:TY9xAJJePAyCmYrkMnVLHQ== |
f7259838 Location: |
Summary Statistics: Mean 0.3992665933260039; Max. 1.0; StDev 0.4897494664510829; Valid 136350.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:mktojm2L2ZxuUAD7WBwyMw== |
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Summary Statistics: Valid 136350.0; Mean 26524.444839090556; Min. 0.0; Max. 175666.6; StDev 15461.627000341978 Variable Format: numeric Notes: UNF:6:/eW03ITes8tuAA7/nhNRrg== |
f7259838 Location: |
Summary Statistics: Mean 0.018063806380637724; Min. 0.0; StDev 0.13318271422633887; Valid 136350.0; Max. 1.0 Variable Format: numeric Notes: UNF:6:dBy7ujzFwGAuSjtQYNxIoQ== |
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Summary Statistics: Mean 0.015658232489915658; Max. 1.0; Min. 0.0; Valid 136350.0; StDev 0.1241497695785884; Variable Format: numeric Notes: UNF:6:2pUnuIPNBnDeU3ZLqoRk4w== |
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Summary Statistics: Max. 548.0; Valid 136350.0; Mean 129.75105243857686; Min. 0.0; StDev 121.13407583785899 Variable Format: numeric Notes: UNF:6:zzwAlTqY1TvKZQ0rFZlZ3w== |
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Summary Statistics: StDev 121.13443768818227; Max. 573.714285714286; Mean 155.69292262559597; Min. 25.7142857142857; Valid 136350.0; Variable Format: numeric Notes: UNF:6:DwoKX2Qap+xgsSAdWIQkzg== |
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Summary Statistics: Mean 0.025537220388706743; StDev 0.15775060466972618; Valid 136350.0; Min. 0.0; Max. 1.0; Variable Format: numeric Notes: UNF:6:npAfsrmKaJwTErsAL7ZlJw== |
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Variable Format: character Notes: UNF:6:VEfWjTMsCFq7MdU6eI99Gw== |
f7259837 Location: |
Summary Statistics: Valid 106315.0; Mean 0.41630061609368796; Min. 0.0; StDev 0.49294695329512894; Max. 1.0 Variable Format: numeric Notes: UNF:6:YtKnbhuZmLJmFBgZKie81w== |
f7259837 Location: |
Summary Statistics: Mean 28163.05644772608; Min. 0.0; Valid 106315.0; StDev 15572.243131411065; Max. 173899.92 Variable Format: numeric Notes: UNF:6:hNVawMBsR0OWn8doRutA7g== |
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Summary Statistics: StDev 0.1364595667857533; Max. 1.0; Mean 0.01898132906927429; Min. 0.0; Valid 106315.0 Variable Format: numeric Notes: UNF:6:tJB1hDwgPHE0rNy+olQZ6w== |
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Summary Statistics: Valid 106315.0; Mean 0.00279358510087941; Min. 0.0; StDev 0.05278074636174337; Max. 1.0 Variable Format: numeric Notes: UNF:6:nQBgpZKWS/uzza2oBfQB5g== |
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Summary Statistics: Mean 177.2944430634033; Valid 106315.0; Max. 652.428571428571; Min. 0.0; StDev 156.13368687441132; Variable Format: numeric Notes: UNF:6:ucUX274c2xUzMIq2i0Jtsg== |
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Summary Statistics: Min. 25.7142857142857; Mean 203.24317761907028; StDev 156.13429205934824; Valid 106315.0; Max. 678.142857142857 Variable Format: numeric Notes: UNF:6:EilLqWA70v3fm/DTt4KZJw== |
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Summary Statistics: Max. 1.0; Mean 0.007797582655316783; Valid 106315.0; Min. 0.0; StDev 0.08795938342760773; Variable Format: numeric Notes: UNF:6:ig8Di/15PeG528adNtZCwA== |
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f7259836 Location: |
Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.49215983867127155; Mean 0.4117934984022177; Valid 143011.0 Variable Format: numeric Notes: UNF:6:LuIBLndiMkKBCL+XNHsfEg== |
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Summary Statistics: Mean 26343.201485550067; Valid 143011.0; Max. 175666.6; Min. 0.0; StDev 15058.719156395331 Variable Format: numeric Notes: UNF:6:/D7RA2K6yDgIbr/xlhTaXg== |
f7259836 Location: |
Summary Statistics: Valid 143011.0; Max. 1.0; StDev 0.14676944987393056; Min. 0.0; Mean 0.022026277698919756; Variable Format: numeric Notes: UNF:6:TlasyLD6hIxq3Wf78PoivQ== |
f7259836 Location: |
Summary Statistics: StDev 0.05494172392794679; Mean 0.0030277391249625674; Min. 0.0; Max. 1.0; Valid 143011.0; Variable Format: numeric Notes: UNF:6:W6qpLe+/JNTc/QQHT1sRlg== |
f7259836 Location: |
Summary Statistics: Max. 548.0; StDev 119.89013614002941; Mean 131.67105027884946; Min. 0.0; Valid 143011.0 Variable Format: numeric Notes: UNF:6:CXl9sBjX9fiLAqOPRuJASQ== |
f7259836 Location: |
Summary Statistics: Max. 573.714285714286; Min. 25.7142857142857; Valid 143011.0; StDev 119.89031223455184; Mean 157.61288891863492; Variable Format: numeric Notes: UNF:6:UhYEoEE7YrqQPYVUz/6WKQ== |
f7259836 Location: |
Summary Statistics: Max. 1.0; StDev 0.17236270023007327; Mean 0.030647992112492705; Valid 143011.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:/kJ5//ab93vjD/pfOQ2PQA== |
f7259836 Location: |
Variable Format: character Notes: UNF:6:a8hwLIRHPU7wpCSFsIvniA== |
f7259848 Location: |
Summary Statistics: Mean 0.08880308880308878; Min. 0.0; Valid 259.0; StDev 0.28501005665331086; Max. 1.0 Variable Format: numeric Notes: UNF:6:LsuhAia+ykhm+H8KkXkTmQ== |
f7259848 Location: |
Summary Statistics: Valid 259.0; StDev 0.404214426912482; Mean 0.7953667953667954; Max. 1.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:dWWJzwgXOCqWuD6RQBiU5g== |
f7259848 Location: |
Summary Statistics: Valid 259.0; Max. 1.0; Mean 0.4362934362934364; StDev 0.4968850322426984; Min. 0.0; Variable Format: numeric Notes: UNF:6:CI1f6AKqvkB85q38bIoA8w== |
f7259848 Location: |
Summary Statistics: StDev 0.3762580784118021; Valid 259.0; Mean 0.8301158301158301; Min. 0.0; Max. 1.0; Variable Format: numeric Notes: UNF:6:NaVZOOKurVD7eHzV/3tCXA== |
f7259848 Location: |
Variable Format: character Notes: UNF:6:vsuQ0VXz4PR9/0Ot3gYlYw== |
f7259846 Location: |
Summary Statistics: Valid 1919.0; StDev 0.441577217673135; Max. 1.0; Mean 0.7347576862949455; Min. 0.0; Variable Format: numeric Notes: UNF:6:+7OORMR1OZo6jQRbVSvpGg== |
f7259846 Location: |
Summary Statistics: Min. 0.0; Mean 0.08233454924439794; Valid 1919.0; StDev 0.2749453839208942; Max. 1.0; Variable Format: numeric Notes: UNF:6:F33A3OBX/E3NL/BVwv1bMw== |
f7259846 Location: |
Summary Statistics: Min. 0.0; StDev 0.49827817758481774; Max. 1.0; Mean 0.45700885878061454; Valid 1919.0; Variable Format: numeric Notes: UNF:6:+1qKCl0JASl+4DvAO+3O/w== |
f7259846 Location: |
Summary Statistics: Mean 0.47055758207399867; StDev 0.499262492259173; Valid 1919.0; Max. 1.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:X+SlgCt5VQNJeY49yOk/tw== |
f7259846 Location: |
Variable Format: character Notes: UNF:6:Ey3JioN4QgEcMrYX+aOfRg== |
f7259852 Location: |
Summary Statistics: StDev 1.4148879389840803; Max. 116.0; Valid 516.0; Min. 112.0; Mean 113.99418604651163 Variable Format: numeric Notes: UNF:6:Pd+i4z1p8IyYODlOZHPAZw== |
f7259852 Location: |
Variable Format: character Notes: UNF:6:vA8pT2SDX/FkwJBsJiF3rA== |
f7259852 Location: |
Summary Statistics: Min. 4812.0; Max. 94659.0; Mean 31605.786821705427; StDev 12969.680551533866; Valid 516.0 Variable Format: numeric Notes: UNF:6:S/kjq7YW5A/8i1ViY5+fQA== |
f7259852 Location: |
Summary Statistics: Mean 153.97674418604652; Valid 516.0; StDev 54.76331634717043; Max. 328.0; Min. 100.0; Variable Format: numeric Notes: UNF:6:+d7rukdpAJppRXzGFeDiVQ== |
f7259852 Location: |
Summary Statistics: StDev 0.4725433395965869; Min. 0.0; Mean 0.3352713178294573; Max. 1.0; Valid 516.0; Variable Format: numeric Notes: UNF:6:pw/VacwW/tXyZf5SIj4v8A== |
f7259852 Location: |
Summary Statistics: Mean 0.12015503875968979; StDev 0.3254582656999607; Max. 1.0; Valid 516.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:Wsgwrj9CPmkKHlO9lBvpTQ== |
f7259851 Location: |
Variable Format: character Notes: UNF:6:+97RHG6XfoOTWyLChwD4sg== |
f7259851 Location: |
Variable Format: character Notes: UNF:6:wkEyDIrhYWnK4aoUs1eW/A== |
f7259851 Location: |
Summary Statistics: Max. 27.0; Mean 6.939393939393941; StDev 5.149824730260447; Min. 0.0; Valid 165.0 Variable Format: numeric Notes: UNF:6:urEnrf62fjxBw3pLtniHPA== |
f7259851 Location: |
Variable Format: character Notes: UNF:6:Zt6IWy76Y63chG2+H3KAaw== |
f7259851 Location: |
Summary Statistics: StDev 1.2684077803182723; Min. 112.0; Valid 164.0; Mean 114.2439024390244; Max. 117.0; Variable Format: numeric Notes: UNF:6:HvXd/cIZlAIywM22lXigWg== |
f7259851 Location: |
Summary Statistics: Max. 1.0; StDev 0.5011956376360385; Min. 0.0; Valid 164.0; Mean 0.4817073170731709; Variable Format: numeric Notes: UNF:6:yNLWXoEp5CoJT/pS6w6nLQ== |
f7259853 Location: |
Summary Statistics: Max. 117.0; StDev 2.160246899469287; Mean 114.0; Valid 7.0; Min. 111.0 Variable Format: numeric Notes: UNF:6:wk9Ckz+8RwlIdRJ4pboWQA== |
f7259853 Location: |
Summary Statistics: Min. 190.0; Max. 269.0; StDev 28.692955830407474; Mean 219.42857142857142; Valid 7.0; Variable Format: numeric Notes: UNF:6:CO4BEENGwiIFLOn3E2U4zg== |
f7259853 Location: |
Summary Statistics: Valid 7.0; Max. 251.0; StDev 25.474543783007796; Mean 228.57142857142858; Min. 183.0 Variable Format: numeric Notes: UNF:6:ewK9O0TfjPCZ5gasfDrfHQ== |
f7259853 Location: |
Summary Statistics: Max. 67.0; StDev 7.2768386647211685; Valid 7.0; Min. 46.0; Mean 53.57142857142857; Variable Format: numeric Notes: UNF:6:8y9gIFQs0GkaJ6h/5KMhpg== |
f7259853 Location: |
Summary Statistics: Mean 50.285714285714285; Valid 7.0; StDev 4.347960660443227; Min. 44.0; Max. 55.0 Variable Format: numeric Notes: UNF:6:/+rzS7LfdAlaQl8Fq8/LDg== |
f7259853 Location: |
Variable Format: character Notes: UNF:6:XisXb818ZdsSB51Fu1WNMA== |
f7259853 Location: |
Variable Format: character Notes: UNF:6:EHQDwpZC0s2Q44hYJ679/g== |
f7259853 Location: |
Variable Format: character Notes: UNF:6:l5SS6/5oupHgXnzZW/j08Q== |
f7259853 Location: |
Variable Format: character Notes: UNF:6:V0z6vmZoPPJ70gdZUb5Olw== |
f7259853 Location: |
Variable Format: character Notes: UNF:6:YS/lNm0zbOhKNT4Tb/l6PQ== |
f7259853 Location: |
Variable Format: character Notes: UNF:6:Ehl38eV9oyU0flFpMWKKiA== |
f7259850 Location: |
Summary Statistics: Min. 112.0; Valid 45018.0; StDev 1.2648061908479125; Max. 117.0; Mean 114.24274734550613; Variable Format: numeric Notes: UNF:6:emhUc+mr2u5WFXX8KSbNxw== |
f7259850 Location: |
Variable Format: character Notes: UNF:6:yUSnfxf9q0ppBpC5viEi/g== |
f7259850 Location: |
Summary Statistics: StDev 0.33079184078675855; Max. 1.0; Valid 45018.0; Min. 0.0; Mean 0.8749389133235569; Variable Format: numeric Notes: UNF:6:94fg5UN4/5R6yKU5VWxn5g== |
f7259850 Location: |
Variable Format: character Notes: UNF:6:VyHEw+oHOhvpPew4CNvT/w== |
f7259850 Location: |
Summary Statistics: StDev 0.18216681118065037; Mean 0.025434270736150715; Min. 0.0; Max. 5.0; Valid 45018.0 Variable Format: numeric Notes: UNF:6:hgkrKXXllXwsXHfgVLHH1A== |
f7259850 Location: |
Summary Statistics: Max. 1.0; Valid 45018.0; StDev 0.37867122707362; Mean 0.1734861610911406; Min. 0.0; Variable Format: numeric Notes: UNF:6:JdUe5NGYfEf6GrtxausRuw== |
f7259850 Location: |
Variable Format: character Notes: UNF:6:YCsHW0K5k4Zj9rin1ygy/Q== |
f7259850 Location: |
Summary Statistics: Mean 2.739015504908262; StDev 4.013147565357541; Min. 1.0; Max. 12.0; Valid 45018.0 Variable Format: numeric Notes: UNF:6:2xdXF2GJgsBYsvtUplvYtA== |
f7259850 Location: |
Summary Statistics: Max. 328.0; Mean 154.4194766537826; Min. 100.0; Valid 45018.0; StDev 50.94379626531737; Variable Format: numeric Notes: UNF:6:mrS/oT6lbdqH4WMMtIRazQ== |
f7259850 Location: |
Summary Statistics: Min. 0.0; Valid 45018.0; Max. 1.0; StDev 0.4998851223323364; Mean 0.5109733884224175 Variable Format: numeric Notes: UNF:6:Whc+MomwiOcuEZ8/CYWSZg== |
f7259850 Location: |
Summary Statistics: Mean 491.5817450797492; Max. 960.0; Min. 1.0; StDev 273.6827334959483; Valid 45018.0; Variable Format: numeric Notes: UNF:6:htV7AhHVbxrgRQy7hs49Ng== |
f7259856 Location: |
Summary Statistics: StDev 2.4115106714701966; Max. 2018.0; Mean 2015.4069865319866; Valid 4752.0; Min. 2012.0; Variable Format: numeric Notes: UNF:6:Y0yw+mV41H2nhpJZuaFjzA== |
f7259856 Location: |
Variable Format: character Notes: UNF:6:xvQKo0wlEgBqHz/dl/zWNQ== |
f7259856 Location: |
Variable Format: character Notes: UNF:6:MAgT3J1/R9NISltHvQVbTg== |
f7259856 Location: |
Summary Statistics: Mean 0.1666666666666664; Valid 4752.0; Min. 0.0; Max. 1.0; StDev 0.37271721519207796 Variable Format: numeric Notes: UNF:6:1QcKPnAi6x7nrUcvKIDXBQ== |
f7259856 Location: |
Summary Statistics: StDev 0.42851214084052053; Mean 0.2422731804586234; Max. 1.0; Min. 0.0; Valid 4012.0 Variable Format: numeric Notes: UNF:6:pcstnJF8jbqq2+W+munq2A== |
f7259856 Location: |
Summary Statistics: Max. 0.5; Min. 0.0; Mean 0.18316752746110085; Valid 4670.0; StDev 0.0919406691558949 Variable Format: numeric Notes: UNF:6:yLzLwSfpsFBD+c2VKsmTCg== |
f7259856 Location: |
Variable Format: character Notes: UNF:6:Ijedbv2we+Vz/2s0NvaUhA== |
f7259856 Location: |
Summary Statistics: Valid 4752.0; StDev 0.020081663901223942; Min. 0.458361842552804; Max. 0.549811264605457; Mean 0.5215747453607472; Variable Format: numeric Notes: UNF:6:QcZinsSmfRRoWgJUpKiKlw== |
f7259856 Location: |
Summary Statistics: Min. 0.0; Valid 4752.0; Mean 0.0791245791245782; Max. 1.0; StDev 0.2699615095498415; Variable Format: numeric Notes: UNF:6:D/FDyvBQIwYXUjj2pmXjoA== |
f7259854 Location: |
Summary Statistics: Mean 2013.9974171330177; Max. 2018.0; Valid 2323.0; Min. 2010.0; StDev 2.8293393724651414 Variable Format: numeric Notes: UNF:6:yRhSqeOWkNI/TGXoiVz3CA== |
f7259854 Location: |
Variable Format: character Notes: UNF:6:tLCvLT7+lKRWVs5JKgKcfQ== |
f7259854 Location: |
Summary Statistics: Valid 2269.0; StDev 10.92571554813626; Max. 82.3529411764706; Mean 17.64320530924126; Min. 0.0 Variable Format: numeric Notes: UNF:6:tTS0zeqyayTtjtJJTC0P2A== |
f7259854 Location: |
Summary Statistics: StDev 17.900077077531662; Max. 100.0; Mean 37.76328308431855; Min. 0.0; Valid 2269.0 Variable Format: numeric Notes: UNF:6:JAsOGRd6KirUg1Sl/5SA4g== |
Label: |
Codebook.pdf |
Notes: |
application/pdf |
Label: |
README.txt |
Notes: |
text/plain |
Label: |
longevity_analysis.R |
Notes: |
type/x-r-syntax |
Label: |
TableH7.R |
Notes: |
type/x-r-syntax |
Label: |
TablesF4F5.R |
Notes: |
type/x-r-syntax |
Label: |
trainings_analysis.R |
Notes: |
type/x-r-syntax |
Label: |
uncertainty_analysis.R |
Notes: |
type/x-r-syntax |