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Part 1: Document Description
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Citation |
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Title: |
Replication Data for: A Wiki-based Dataset of Military Operations with Novel Strategic Technologies (MONSTr) |
Identification Number: |
doi:10.7910/DVN/83WWEN |
Distributor: |
Harvard Dataverse |
Date of Distribution: |
2023-08-03 |
Version: |
1 |
Bibliographic Citation: |
Interactions, International, 2023, "Replication Data for: A Wiki-based Dataset of Military Operations with Novel Strategic Technologies (MONSTr)", https://doi.org/10.7910/DVN/83WWEN, Harvard Dataverse, V1, UNF:6:4Wj05wltTe5kIvqoUZ8kDQ== [fileUNF] |
Citation |
|
Title: |
Replication Data for: A Wiki-based Dataset of Military Operations with Novel Strategic Technologies (MONSTr) |
Identification Number: |
doi:10.7910/DVN/83WWEN |
Authoring Entity: |
Interactions, International (University of Pittsburgh) |
Distributor: |
Harvard Dataverse |
Access Authority: |
Interactions, International |
Depositor: |
Interactions, International |
Date of Deposit: |
2023-05-06 |
Holdings Information: |
https://doi.org/10.7910/DVN/83WWEN |
Study Scope |
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Keywords: |
Social Sciences, military intervention, use of force, dataset |
Abstract: |
Research on strategies and force employment in modern warfare is prolific, but siloed. While some examine boots on the ground, others focus on aerial bombing or unpiloted platforms. Consequently, most studies focus on the effects of one approach, seldom considering it in lieu of or conjunction with others. Furthermore, there is less knowledge on the origins and implementations of these strategic choices analyzed in isolation. The primary reason for these gaps lies with data limitations. This paper introduces a comprehensive dataset on the universe of United States military operations from 1989-2021 from a single source: Wikipedia. Using automated extraction techniques on its two structured knowledge databases−Wikidata and DBpedia−we uncover information about individual operations within nearly every post-1989 military intervention described in existing academic datasets. The data we introduce offers unprecedented coverage and granularity that enables analysis of myriad factors associated with when, where, and how the United States employs military force. We describe the data collection process, demonstrate its contents and validity, and discuss its potential applications to existing theories about force employment and strategy in war. |
Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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File Description--f7093098 |
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File: 01b_interventions_priordata_postcoding.tab |
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UNF:6:n98RyCvOMaR7z+fZ41FZ1Q== |
File Description--f7093121 |
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File: 01d_interventions_newdata_list.tab |
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UNF:6:wAchrRqxUaDSmsqAl/9N8A== |
File Description--f7093419 |
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File: 02a_newdata_dbpedia.tab |
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Notes: |
UNF:6:T1qflcTmNNVS+Z9YPIIFWQ== |
File Description--f7093152 |
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File: 02b_newdata_wikidata.tab |
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UNF:6:ag4uHiCaWPfo5B6d3qob9A== |
File Description--f7093375 |
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File: 03_newdata_childof.tab |
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UNF:6:uwZiRwGuSAL7aNIjNdCKjw== |
File Description--f7093460 |
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File: approval.tab |
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UNF:6:9Plnbe/WU4I52640uj+ULQ== |
File Description--f7093242 |
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File: belligerent_list.tab |
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UNF:6:gER2MeQFXYHXQnSxhL95oQ== |
File Description--f7093279 |
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File: tree_ops.tab |
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UNF:6:DKV4nII6X33XBY8YGCjkyQ== |
List of Variables: |
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Variables |
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f7093098 Location: |
Summary Statistics: Min. 1989.0; StDev 7.720943713270934; Mean 2000.812865497076; Max. 2019.0; Valid 342.0 Variable Format: numeric Notes: UNF:6:dyzMCksjECwhQGqQBXstQA== |
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Variable Format: character Notes: UNF:6:UdcG5ol5OflI9eykLlEqWA== |
f7093098 Location: |
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f7093419 Location: |
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f7093419 Location: |
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f7093419 Location: |
Summary Statistics: Valid 457.0; Min. 0.0; StDev 0.1783677125616819; Max. 1.0; Mean 0.032822757111597246 Variable Format: numeric Notes: UNF:6:E0MToxEBKEo/yP5PUcadrQ== |
f7093419 Location: |
Summary Statistics: Mean 0.08533916849015334; Min. 0.0; Valid 457.0; StDev 0.279691921792484; Max. 1.0 Variable Format: numeric Notes: UNF:6:Ff7jivUmfLEwYAujYBy0bA== |
f7093419 Location: |
Summary Statistics: StDev 0.4996735853418365; Min. 0.0; Valid 457.0; Max. 1.0; Mean 0.47045951859956286 Variable Format: numeric Notes: UNF:6:1PY+WXJ1FUUchp5QHVo8uw== |
f7093419 Location: |
Summary Statistics: Max. 1.0; StDev 0.47394593116896744; Valid 457.0; Min. 0.0; Mean 0.339168490153173; Variable Format: numeric Notes: UNF:6:34YLJysoHLSA24OKa5PxoA== |
f7093419 Location: |
Summary Statistics: StDev 0.5003453834167321; Valid 457.0; Max. 1.0; Min. 0.0; Mean 0.5142231947483585 Variable Format: numeric Notes: UNF:6:bJfSMRr1GDhVzewF590jxQ== |
f7093419 Location: |
Summary Statistics: Min. 0.0; StDev 0.45961517935611257; Mean 0.3019693654266957; Max. 1.0; Valid 457.0; Variable Format: numeric Notes: UNF:6:mFnydeWn3wt/JliQH83sNg== |
f7093419 Location: |
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f7093419 Location: |
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f7093419 Location: |
Variable Format: character Notes: UNF:6:Wom/71XGtPIFCyjk4onOSg== |
f7093419 Location: |
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f7093152 Location: |
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f7093375 Location: |
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f7093375 Location: |
Variable Format: character Notes: UNF:6:QAgvwdqAbo6ph/bDBYwV2A== |
f7093375 Location: |
Summary Statistics: Valid 695.0; StDev 0.4902507739164192; Mean 0.39999999999999997; Max. 1.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:Q04HsgFeduUJ2mz8LH/3lg== |
f7093375 Location: |
Variable Format: character Notes: UNF:6:pUoRYxUlAkPLG/snfSUkww== |
f7093460 Location: |
Summary Statistics: Valid 373.0; Max. 2020.0; StDev 8.98255682296238; Min. 1989.0; Mean 2004.0428954423592 Variable Format: numeric Notes: UNF:6:BYMQCPIhpBf3mzsyqREysg== |
f7093460 Location: |
Summary Statistics: StDev 3.463779130137648; Min. 1.0; Mean 6.485254691689008; Max. 12.0; Valid 373.0 Variable Format: numeric Notes: UNF:6:CxjAIir/i/ctB3QpkdeRYQ== |
f7093460 Location: |
Summary Statistics: Min. 198901.0; Max. 202001.0; Valid 373.0; Mean 200410.77479892762; StDev 898.2360956656926; Variable Format: numeric Notes: UNF:6:1fTzKLqyidThMgdn8dYJTg== |
f7093460 Location: |
Variable Format: character Notes: UNF:6:gXmLhuMID+wTI9ExHUlAaw== |
f7093460 Location: |
Summary Statistics: Mean 50.73309055464864; Max. 88.0; Min. 26.5; Valid 370.0; StDev 11.594243916805308 Variable Format: numeric Notes: UNF:6:CuMrp0rtnH+LLZ4GBGICcw== |
f7093460 Location: |
Summary Statistics: Valid 370.0; Mean 42.04248701772974; StDev 13.167266260161426; Max. 69.25; Min. 6.0 Variable Format: numeric Notes: UNF:6:MdOfu47RoLiGCVqxtTgpsQ== |
f7093460 Location: |
Summary Statistics: Mean 11.178991083121602; Valid 370.0; Max. 79.333336; StDev 23.44746262205125; Min. -42.75 Variable Format: numeric Notes: UNF:6:S9mnKOmYXmN6slzWNshVaQ== |
f7093460 Location: |
Summary Statistics: StDev 11.54966403591757; Max. 88.0; Mean 50.684913712931504; Valid 365.0; Min. 26.5; Variable Format: numeric Notes: UNF:6:0zg57AsrswrhNK7mHP3+Hg== |
f7093460 Location: |
Summary Statistics: StDev 9.85330898204144; Valid 370.0; Mean 1.620540496028789E-8; Max. 33.329014; Min. -26.829937; Variable Format: numeric Notes: UNF:6:fqgyfhaiLNvCVm43fS46Ow== |
f7093460 Location: |
Summary Statistics: Min. -13.61764706; Mean -0.10844016782142876; Valid 364.0; StDev 3.3935385710208905; Max. 19.0; Variable Format: numeric Notes: UNF:6:MopavOpvaxfWuV0QKcuSaA== |
f7093460 Location: |
Summary Statistics: Max. 33.92857; Mean -0.010623569837912189; StDev 6.575444401465687; Valid 364.0; Min. -24.71; Variable Format: numeric Notes: UNF:6:Mqza7tl1vOd77UfY0APXGA== |
f7093460 Location: |
Summary Statistics: StDev 3.1146380242916347; Mean 0.27884614760989007; Min. -16.25; Max. 11.80882353; Valid 364.0 Variable Format: numeric Notes: UNF:6:5rqcV3QS+puexO6ACaNBgg== |
f7093460 Location: |
Summary Statistics: Max. 100.0; Mean 1.7883412498434057; Valid 364.0; StDev 12.13380038983548; Min. -51.851849 Variable Format: numeric Notes: UNF:6:LJ5PxDi43Yfc6NV/4/RjUw== |
f7093460 Location: |
Summary Statistics: Valid 373.0; Min. 0.0; Mean 0.5147453083109917; StDev 0.5004538284598612; Max. 1.0 Variable Format: numeric Notes: UNF:6:LwSuDbI+PQSlt79UFmZfRg== |
f7093460 Location: |
Summary Statistics: Valid 373.0; Mean 0.38605898123324395; Min. 0.0; StDev 0.4874982952890327; Max. 1.0; Variable Format: numeric Notes: UNF:6:o0RKPKBFqz8o9SzgzORTZA== |
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Summary Statistics: StDev 1.8711825013260954; Max. 12.868362; Valid 373.0; Mean 8.344461302949062; Min. 5.0638709 Variable Format: numeric Notes: UNF:6:E+vF7wAtDtqSryYH05UZtQ== |
f7093460 Location: |
Summary Statistics: Mean 8.354191624396783; Max. 12.868362; Valid 373.0; StDev 1.8688627753356406; Min. 5.0638709 Variable Format: numeric Notes: UNF:6:JgxIHVBvi/D/4olO2mPsoA== |
f7093460 Location: |
Summary Statistics: Valid 373.0; Max. 1.0; Mean 0.016085790884718492; Min. 0.0; StDev 0.12597453718108417 Variable Format: numeric Notes: UNF:6:y+KAtI03fW+j0OdnZvSEhA== |
f7093460 Location: |
Summary Statistics: Max. 1.0; Mean 0.21179624664879362; Valid 373.0; Min. 0.0; StDev 0.4091299991719415 Variable Format: numeric Notes: UNF:6:4XnWaSzTjDSyKWxzZuayZg== |
f7093460 Location: |
Summary Statistics: StDev 0.32614993244089824; Max. 1.0; Valid 373.0; Mean 0.12064343163538875; Min. 0.0 Variable Format: numeric Notes: UNF:6:1G4176aOhsjTiJKNchL/Sg== |
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Summary Statistics: StDev 27.624366234313904; Mean 42.64611260053616; Valid 373.0; Min. 1.0; Max. 97.0; Variable Format: numeric Notes: UNF:6:VqgSTAyUTpsNQio1bTd/pQ== |
f7093460 Location: |
Summary Statistics: StDev 0.42002952664277216; Valid 373.0; Min. 0.0; Max. 1.0; Mean 0.22788203753351224 Variable Format: numeric Notes: UNF:6:Do9au4tRzsd2Ap0CT3DDKg== |
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Variable Format: character Notes: UNF:6:m9Rj6/iDEeSBTnXyAZHZ2Q== |
f7093242 Location: |
Summary Statistics: Valid 294.0; StDev 204.86078121737154; Min. 2.0; Mean 537.6326530612246; Max. 955.0 Variable Format: numeric Notes: UNF:6:eXhNPM0A+EKwekPDzZMHPw== |
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Variable Format: character Notes: UNF:6:dEtSLw2O4oyotW4zP+H2wg== |
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Variable Format: character Notes: UNF:6:EsmcFT+OSzDkKBgRkQX4xg== |
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text/css |
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bootstrap.min.js |
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application/javascript |
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bootstrap.min.js |
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application/javascript |
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bootstrap.min.js |
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application/javascript |
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bootstrap.min.js |
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application/javascript |
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bootstrap.min.js |
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application/javascript |
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bootstrap.min.js |
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application/javascript |
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bootstrap.min.js |
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application/javascript |
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clipboard.min.js |
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application/javascript |
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clipboard.min.js |
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application/javascript |
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clipboard.min.js |
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application/javascript |
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clipboard.min.js |
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application/javascript |
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clipboard.min.js |
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application/javascript |
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clipboard.min.js |
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application/javascript |
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clipboard.min.js |
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application/javascript |
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coordinates.csv |
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text/csv |
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crosstalk.js |
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application/javascript |
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crosstalk.js |
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application/javascript |
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crosstalk.js |
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application/javascript |
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crosstalk.js.map |
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application/octet-stream |
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crosstalk.js.map |
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application/octet-stream |
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crosstalk.js.map |
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application/octet-stream |
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crosstalk.min.css |
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text/css |
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crosstalk.min.css |
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text/css |
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crosstalk.min.css |
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text/css |
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crosstalk.min.js |
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application/javascript |
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crosstalk.min.js |
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application/javascript |
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crosstalk.min.js |
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application/javascript |
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crosstalk.min.js.map |
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application/octet-stream |
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crosstalk.min.js.map |
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application/octet-stream |
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crosstalk.min.js.map |
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application/octet-stream |
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crosstalk.scss |
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application/octet-stream |
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crosstalk.scss |
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application/octet-stream |
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crosstalk.scss |
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application/octet-stream |
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datatables-crosstalk.css |
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text/css |
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datatables-crosstalk.css |
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text/css |
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datatables-crosstalk.css |
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text/css |
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datatables.js |
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application/javascript |
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datatables.js |
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application/javascript |
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datatables.js |
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application/javascript |
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drone_checks.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |
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htmlwidgets.js |
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application/javascript |
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htmlwidgets.js |
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application/javascript |
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htmlwidgets.js |
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application/javascript |
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htmlwidgets.js |
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application/javascript |
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htmlwidgets.js |
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application/javascript |
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htmlwidgets.js |
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application/javascript |
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htmlwidgets.js |
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application/javascript |
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htmlwidgets.js |
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application/javascript |
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jquery-3.6.0.js |
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application/javascript |
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jquery-3.6.0.js |
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application/javascript |
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jquery-3.6.0.js |
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application/javascript |
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jquery-3.6.0.min.js |
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application/javascript |
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jquery-3.6.0.min.js |
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application/javascript |
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jquery-3.6.0.min.js |
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application/javascript |
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jquery-3.6.0.min.map |
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application/octet-stream |
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jquery-3.6.0.min.map |
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application/octet-stream |
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jquery-3.6.0.min.map |
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application/octet-stream |
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jquery.dataTables.extra.css |
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text/css |
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jquery.dataTables.extra.css |
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text/css |
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jquery.dataTables.extra.css |
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text/css |
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jquery.dataTables.min.css |
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text/css |
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jquery.dataTables.min.css |
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text/css |
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jquery.dataTables.min.css |
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text/css |
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jquery.dataTables.min.js |
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application/javascript |
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jquery.dataTables.min.js |
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application/javascript |
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jquery.dataTables.min.js |
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application/javascript |
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jquery.min.js |
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application/javascript |
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jquery.min.js |
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application/javascript |
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jquery.nouislider.min.css |
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text/css |
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jquery.nouislider.min.js |
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application/javascript |
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layers-2x.png |
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image/png |
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layers-2x.png |
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image/png |
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layers.png |
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image/png |
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layers.png |
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image/png |
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leaflet.css |
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text/css |
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leaflet.css |
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text/css |
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leafletfix.css |
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text/css |
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leafletfix.css |
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text/css |
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leaflet.js |
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application/javascript |
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leaflet.js |
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application/javascript |
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leaflet.js |
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application/javascript |
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leaflet.js |
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application/javascript |
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leaflet.markercluster.freezable.js |
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application/javascript |
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leaflet.markercluster.freezable.js |
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application/javascript |
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leaflet.markercluster.js |
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application/javascript |
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leaflet.markercluster.js |
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application/javascript |
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leaflet.markercluster.layersupport.js |
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application/javascript |
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leaflet.markercluster.layersupport.js |
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application/javascript |
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locations.csv |
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text/csv |
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MarkerCluster.css |
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text/css |
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MarkerCluster.css |
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text/css |
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MarkerCluster.Default.css |
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text/css |
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MarkerCluster.Default.css |
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text/css |
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marker-icon-2x.png |
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image/png |
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marker-icon-2x.png |
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image/png |
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marker-icon.png |
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image/png |
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marker-icon.png |
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image/png |
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marker-shadow.png |
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image/png |
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marker-shadow.png |
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image/png |
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text/plain |
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MIT-LICENCE.txt |
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text/plain |
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MONSTr.csv |
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text/csv |
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nonstate_actors.csv |
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text/csv |
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package.json |
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application/json |
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package.json |
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application/json |
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__packages |
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__packages |
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text/plain; charset=US-ASCII |
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__packages |
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__packages |
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text/plain; charset=US-ASCII |
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__packages |
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text/plain; charset=US-ASCII |
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popper.min.js |
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application/javascript |
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popper.min.js |
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application/javascript |
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popper.min.js |
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application/javascript |
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popper.min.js |
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application/javascript |
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popper.min.js |
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application/javascript |
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popper.min.js |
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application/javascript |
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popper.min.js |
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application/javascript |
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proj4leaflet.js |
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application/javascript |
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proj4leaflet.js |
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application/javascript |
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proj4.min.js |
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application/javascript |
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proj4.min.js |
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application/javascript |
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qcode_wide.rds |
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application/gzip |
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quarto.js |
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application/javascript |
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quarto.js |
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application/javascript |
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quarto.js |
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application/javascript |
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quarto.js |
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application/javascript |
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quarto.js |
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application/javascript |
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quarto.js |
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application/javascript |
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quarto.js |
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application/javascript |
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quarto-syntax-highlighting.css |
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text/css |
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quarto-syntax-highlighting.css |
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text/css |
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quarto-syntax-highlighting.css |
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text/css |
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quarto-syntax-highlighting.css |
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text/css |
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quarto-syntax-highlighting.css |
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text/css |
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quarto-syntax-highlighting.css |
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text/css |
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quarto-syntax-highlighting.css |
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text/css |
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rstudio_leaflet.css |
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text/css |
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rstudio_leaflet.css |
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text/css |
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selectize.bootstrap3.css |
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text/css |
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selectize.min.js |
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application/javascript |
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tbl-results_aa5477df581450808659999fc66b686d.RData |
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tippy.css |
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tippy.css |
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tippy.css |
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text/css |
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tippy.css |
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tippy.css |
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text/css |
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tippy.css |
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text/css |
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tippy.css |
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text/css |
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tippy.umd.min.js |
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application/javascript |
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tippy.umd.min.js |
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application/javascript |
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tippy.umd.min.js |
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application/javascript |
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tippy.umd.min.js |
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application/javascript |
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tippy.umd.min.js |
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application/javascript |
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tippy.umd.min.js |
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application/javascript |
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tippy.umd.min.js |
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application/javascript |
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tree_coded.csv |
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tree.csv |
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application/x-rlang-transport |
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unnamed-chunk-9_8049291b1b4adc2709a5aa1729ae58d7.rdb |
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application/octet-stream |
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unnamed-chunk-9_8049291b1b4adc2709a5aa1729ae58d7.rdx |
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application/gzip |
Label: |
unnamed-chunk-9_f3bd145ccb51e11a0531d5a06670c6f7.RData |
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application/x-rlang-transport |
Label: |
unnamed-chunk-9_f3bd145ccb51e11a0531d5a06670c6f7.rdb |
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application/octet-stream |
Label: |
unnamed-chunk-9_f3bd145ccb51e11a0531d5a06670c6f7.rdx |
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application/gzip |
Label: |
upsetjs.js |
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application/javascript |
Label: |
upsetjs.js |
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application/javascript |