Replication Data for EJPR Publication: Women Talking: Bringing the Environment into UK Parliamentary Speeches (doi:10.7910/DVN/UQYN1D)

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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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Replication Data for EJPR Publication: Women Talking: Bringing the Environment into UK Parliamentary Speeches

doi:10.7910/DVN/UQYN1D

Harvard Dataverse

2026-01-21

1

Salamon, Hannah, 2026, "Replication Data for EJPR Publication: Women Talking: Bringing the Environment into UK Parliamentary Speeches", https://doi.org/10.7910/DVN/UQYN1D, Harvard Dataverse, V1, UNF:6:uiRXWzk1MTq3XSz6/RL4Xg== [fileUNF]

Replication Data for EJPR Publication: Women Talking: Bringing the Environment into UK Parliamentary Speeches

doi:10.7910/DVN/UQYN1D

Salamon, Hannah (University of Glasgow)

Harvard Dataverse

Salamon, Hannah

Salamon, Hannah

2026-01-21

https://doi.org/10.7910/DVN/UQYN1D

Social Sciences

Replication data for Women Talking: Bringing the Environment into UK Parliamentary Speeches published in the European Journal of Political Research

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

• Number of cases: 687645

• No. of variables per record: 19

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

UNF:6:iHnN8NMu5RRZnGyxukyjLQ==

• Number of cases: 37

• No. of variables per record: 2

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

UNF:6:jrWa7I3l4mL5Jlf89dtSiA==

• Number of cases: 13

• No. of variables per record: 2

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

UNF:6:sAwrJ/TWfARtANYbKrhOcA==

• Number of cases: 88

• No. of variables per record: 2

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

UNF:6:njmQUw3A6JdJfCTFneIC6w==

• Number of cases: 128

• No. of variables per record: 2

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

UNF:6:SUXabxH1UgD+nV6O0GxYTA==

• Number of cases: 13

• No. of variables per record: 2

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

UNF:6:kpEGwEcNbmRzLnnWVrIhjA==

• Number of cases: 649

• No. of variables per record: 7

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

UNF:6:d3Hk+TvH9+9hl+udtJlhYw==

• Number of cases: 12

• No. of variables per record: 4

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

UNF:6:yLgJoblCHwMu2CPQ1rgjFA==

• Number of cases: 456

• No. of variables per record: 7

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

UNF:6:CwBUvDZmEdxZMR9Q1hPRTA==

• Number of cases: 7

• No. of variables per record: 7

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

UNF:6:Ro2SeRw/lQd09RUQyJ0GSw==

• Number of cases: 1105

• No. of variables per record: 7

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

UNF:6:dQ8rvuT9EmR51IuX8CNcpg==

• speakername - speakername
• mnis_id - mnis_id
• date - date
• year - year
• party - party
• constituency - constituency
• major_heading - major_heading
• minor_heading - minor_heading
• gender - gender
• start_date - start_date
• gvt_role - gvt_role
• opp_role - opp_role
• parly_role - parly_role
• EnvWords - EnvWords
• EnvDummy - EnvDummy
• DebateTopic - DebateTopic
• YearsExp - YearsExp
• EnvCommittee - EnvCommittee
• RulingParty - RulingParty
• Name - Name
• EnergyClimChange - EnergyClimChange
• Name - Name
• EnSecNetZero - EnSecNetZero
• Name - Name
• EnvFoodRurAffairs - EnvFoodRurAffairs
• Name - Name
• EnvAudCommittee - EnvAudCommittee
• Name - Name
• PolarResearc - PolarResearc
• MNIS_id - MNIS_id
• speakername - speakername
• gender - gender
• start_date - start_date
• gvt_role - gvt_role
• opp_role - opp_role
• parly_role - parly_role
• Year - Year
• GenderGap - GenderGap
• WomEnvSpeech - WomEnvSpeech
• MenEnvSpeech - MenEnvSpeech
• mnis_id - mnis_id
• speakername - speakername
• gender - gender
• start_date - start_date
• gvt_role - gvt_role
• opp_role - opp_role
• parly_role - parly_role
• party - party
• WomEnvProportion - WomEnvProportion
• MenEnvPropor - MenEnvPropor
• GenderGap - GenderGap
• WomenPartyMembers - WomenPartyMembers
• MenPartyMembers - MenPartyMembers
• TotalEnvSpeeches - TotalEnvSpeeches
• mnis_id - mnis_id
• speakername - speakername
• gender - gender
• start_date - start_date
• gvt_role - gvt_role
• opp_role - opp_role
• parly_role - parly_role

f13392678 Location:

Variable Format: character

Notes: UNF:6:I6+tLXZQnlgP54zYkESo2Q==

f13392678 Location:

Summary Statistics: Min. 2.0; Mean 2354.9510551929907; Valid 680113.0; Max. 4874.0; StDev 1769.3675180843532;

Variable Format: numeric

Notes: UNF:6:DSXxgJxt+j5Mfd3/PuJKww==

f13392678 Location:

Variable Format: character

Notes: UNF:6:qrO4mpZPPpusmVmW5Nrt+g==

f13392678 Location:

Summary Statistics: StDev 3.0521922164211914; Max. 2021.0; Valid 687645.0; Mean 2015.4808527655982; Min. 2010.0

Variable Format: numeric

Notes: UNF:6:NoKeZ+nvuq4aWI0bZ5rmgw==

f13392678 Location:

Variable Format: character

Notes: UNF:6:YqYs5b2yb2sja/VAck9BmQ==

f13392678 Location:

Variable Format: character

Notes: UNF:6:47fcxsYtxGf2EDr4ihjpDw==

f13392678 Location:

Variable Format: character

Notes: UNF:6:+ISm1K71TL81jWNZDwuqrA==

f13392678 Location:

Variable Format: character

Notes: UNF:6:/gDryI8FOTYEAJnzILRhBw==

f13392678 Location:

Variable Format: character

Notes: UNF:6:GI2m6nQ8z7BNzmxlDHuaDA==

f13392678 Location:

Summary Statistics: Min. 1959.0; Mean 2004.3155299192958; StDev 9.323944169603585; Max. 2019.0; Valid 680113.0

Variable Format: numeric

Notes: UNF:6:8jXcT1j/YDy1xM9MheWpsw==

f13392678 Location:

Summary Statistics: Mean 0.2630703342569372; Valid 687645.0; Max. 1.0; Min. 0.0; StDev 0.44030059665945637

Variable Format: numeric

Notes: UNF:6:dIdZqGzgRjnN0GdIcLZbzA==

f13392678 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.20952817223995815; StDev 0.4069721834958662; Valid 687645.0;

Variable Format: numeric

Notes: UNF:6:umUfzJlWqlOOJiGO4W0dkQ==

f13392678 Location:

Variable Format: character

Notes: UNF:6:lJrwgV4q3cRWBYnBQgyluw==

f13392678 Location:

Summary Statistics: StDev 0.47145335460645627; Mean 0.06503646503649436; Max. 23.0; Valid 687645.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:PZ425YeN4WhzBlZJgoF0iA==

f13392678 Location:

Summary Statistics: Valid 687645.0; Min. 0.0; Max. 1.0; StDev 0.1852100286152637; Mean 0.0355677711610136

Variable Format: numeric

Notes: UNF:6:q9kd7J3L5fCVZjsdrL+HnQ==

f13392678 Location:

Summary Statistics: Mean 0.014745980847661485; Valid 687645.0; StDev 0.12053446820067476; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:/ubtEkmg4ZlX6g99YWvruQ==

f13392678 Location:

Summary Statistics: StDev 8.865227256404198; Min. -9.0; Max. 56.0; Valid 680065.0; Mean 11.026488644464465;

Variable Format: numeric

Notes: UNF:6:TW3BEcHvNBkvKXb4EGtqqg==

f13392678 Location:

Summary Statistics: Max. 1.0; Valid 687645.0; Mean 0.1408648357800944; StDev 0.34788232179347933; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Ck7Wf51y2Cx0lbanZJBuFA==

f13392678 Location:

Summary Statistics: Max. 1.0; Valid 687645.0; Min. 0.0; StDev 0.49697049481604977; Mean 0.5549607719099597;

Variable Format: numeric

Notes: UNF:6:sY77YWH8C5PIoEUGgB9IBw==

f13392683 Location:

Variable Format: character

Notes: UNF:6:VCQOra8IUiV1lr/OKbB+6Q==

f13392683 Location:

Summary Statistics: Valid 37.0; StDev 0.0; Min. 1.0; Max. 1.0; Mean 1.0

Variable Format: numeric

Notes: UNF:6:IaRvGG+smR6F2MFJike4tA==

f13392686 Location:

Variable Format: character

Notes: UNF:6:Id4Gd4DLeKxPABU+GT+UfA==

f13392686 Location:

Summary Statistics: Mean 1.0; Max. 1.0; StDev 0.0; Min. 1.0; Valid 13.0

Variable Format: numeric

Notes: UNF:6:QLuIWDEzw8AsphDlprephQ==

f13392675 Location:

Variable Format: character

Notes: UNF:6:dY6NUJ+DsHLGHQgyfv+AlQ==

f13392675 Location:

Summary Statistics: Mean 1.0; Valid 88.0; StDev 0.0; Max. 1.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:BF+K2n775ve3FxrQdWWm2g==

f13392688 Location:

Variable Format: character

Notes: UNF:6:z2MxiTsJCZQxcXECO0mgTw==

f13392688 Location:

Summary Statistics: Min. 1.0; Mean 1.0; StDev 0.0; Valid 128.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:3Spyf/y6cfQ9yfy+2iSLTg==

f13392687 Location:

Variable Format: character

Notes: UNF:6:kI4qtUju7c1xWH7ZttXDrQ==

f13392687 Location:

Summary Statistics: Min. 1.0; Max. 1.0; Valid 13.0; StDev 0.0; Mean 1.0;

Variable Format: numeric

Notes: UNF:6:QLuIWDEzw8AsphDlprephQ==

f13392676 Location:

Summary Statistics: Valid 649.0; Mean 3667.26656394453; StDev 1552.8083185649084; Min. 8.0; Max. 5001.0;

Variable Format: numeric

Notes: UNF:6:FUPOp1hA5afMM6GOwLl6hw==

f13392676 Location:

Variable Format: character

Notes: UNF:6:2/UcnufRTAv4wvIT8nRf8w==

f13392676 Location:

Variable Format: character

Notes: UNF:6:m09syrJ+E7DwDvWhKZ2/AA==

f13392676 Location:

Variable Format: character

Notes: UNF:6:aPbX54Bv8bDmL9HL1WtcmQ==

f13392676 Location:

Summary Statistics: Valid 99.0; Max. 1.0; Min. 1.0; Mean 1.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:ikHt/EPmcYACkr6+zjABwA==

f13392676 Location:

Summary Statistics: StDev 0.0; Valid 147.0; Min. 1.0; Mean 1.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:PzTfTIBSjIhBDKUQBCQCtQ==

f13392676 Location:

Variable Format: character

Notes: UNF:6:4dggMQw6bgw8zgW/IaYyyg==

f13392681 Location:

Summary Statistics: Mean 2015.5; StDev 3.605551275463989; Max. 2021.0; Min. 2010.0; Valid 12.0

Variable Format: numeric

Notes: UNF:6:fIyAZEkNHfY+MB6e0Vgomg==

f13392681 Location:

Summary Statistics: Min. 0.3954871; StDev 0.7323740165698152; Valid 12.0; Mean 1.290055275; Max. 2.352193

Variable Format: numeric

Notes: UNF:6:kBGSqwJmi2ICjkfmf69cmA==

f13392681 Location:

Summary Statistics: Min. 3.16; Valid 12.0; Mean 4.821666666666666; Max. 8.5; StDev 1.6850833987094114

Variable Format: numeric

Notes: UNF:6:+pBPkp+seZCG+0n+pDqxZg==

f13392681 Location:

Summary Statistics: StDev 1.182689218636404; Mean 3.4791666666666665; Max. 6.46; Valid 12.0; Min. 2.36

Variable Format: numeric

Notes: UNF:6:wFwPOKGQdpyw9qDLAmSCdg==

f13392682 Location:

Summary Statistics: Mean 2159.199561403508; Min. 2.0; StDev 1750.620219663395; Max. 4841.0; Valid 456.0

Variable Format: numeric

Notes: UNF:6:J+yAH+UtLgo+F55w6taneQ==

f13392682 Location:

Variable Format: character

Notes: UNF:6:IRgkPEwBgY7bVya/4hMr8g==

f13392682 Location:

Variable Format: character

Notes: UNF:6:+TGfBVGD+RwZh4+qJsBlOw==

f13392682 Location:

Summary Statistics: Valid 456.0; StDev 11.135465532946291; Max. 2019.0; Min. 1959.0; Mean 2002.232456140351;

Variable Format: numeric

Notes: UNF:6:pJbApCDGjk5oSAG0bTuU1A==

f13392682 Location:

Summary Statistics: Min. 1.0; Max. 1.0; StDev 0.0; Mean 1.0; Valid 105.0;

Variable Format: numeric

Notes: UNF:6:I8QcGf/Jl/oagRmjz33sDA==

f13392682 Location:

Summary Statistics: Valid 140.0; Mean 1.0; Min. 1.0; Max. 1.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:aqN0ElHq8S6PVgtq1PDZdA==

f13392682 Location:

Summary Statistics: Valid 1.0; Min. 1.0; StDev 0.0; Max. 1.0; Mean 1.0

Variable Format: numeric

Notes: UNF:6:lkiJT8JqVoTAL56MAGWM5A==

f13392684 Location:

Variable Format: character

Notes: UNF:6:HTjnH2w1sGhnlWorhuRXrA==

f13392684 Location:

Summary Statistics: Max. 5.61; Mean 3.7414285714285715; Min. 1.65; Valid 7.0; StDev 1.4499474538919057

Variable Format: numeric

Notes: UNF:6:Sddxk4vgnsP3RDDySD/UuQ==

f13392684 Location:

Summary Statistics: Min. 2.26; StDev 1.2935315262968312; Mean 3.6228571428571428; Max. 5.97; Valid 7.0;

Variable Format: numeric

Notes: UNF:6:IhxW1gN8B7iyIpKkrU2mPA==

f13392684 Location:

Summary Statistics: Valid 7.0; Max. 1.37; Min. -0.92; StDev 0.8836989360205261; Mean 0.11285714285714286

Variable Format: numeric

Notes: UNF:6:O9Ugs2VM6xkAm6s21x4uFg==

f13392684 Location:

Summary Statistics: StDev 59.40819247657122; Valid 7.0; Max. 154.0; Mean 51.0; Min. 2.0;

Variable Format: numeric

Notes: UNF:6:qrmkEufiQRfkfbrsgPRtYg==

f13392684 Location:

Summary Statistics: Mean 113.42857142857142; StDev 141.15223122909669; Max. 398.0; Valid 7.0; Min. 10.0;

Variable Format: numeric

Notes: UNF:6:Y8vwJxygYtfjO9vUxIVdcw==

f13392684 Location:

Summary Statistics: StDev 4612.027025692097; Max. 12692.0; Valid 7.0; Min. 65.0; Mean 3398.428571428571

Variable Format: numeric

Notes: UNF:6:xygtx5IEsHOLvwsJvycDCw==

f13392679 Location:

Summary Statistics: StDev 1797.2381556891119; Valid 1105.0; Max. 5001.0; Mean 3044.933031674213; Min. 2.0

Variable Format: numeric

Notes: UNF:6:8Cz51LhZHiG7MQipmgxLlA==

f13392679 Location:

Variable Format: character

Notes: UNF:6:4ROU3/PJFJJKgPbWBH0siw==

f13392679 Location:

Variable Format: character

Notes: UNF:6:wHFiB2wXnUp5/AFMiquWAg==

f13392679 Location:

Summary Statistics: Max. 2023.0; Min. 1959.0; Valid 1105.0; StDev 10.594589155092523; Mean 2007.9140271493213

Variable Format: numeric

Notes: UNF:6:HPrDlCsh8s91wLr6LltpVg==

f13392679 Location:

Summary Statistics: StDev 0.0; Max. 1.0; Min. 1.0; Valid 204.0; Mean 1.0

Variable Format: numeric

Notes: UNF:6:pVx+QLaNg29VCHVm5SMhsA==

f13392679 Location:

Summary Statistics: Min. 1.0; Mean 1.0; Valid 287.0; StDev 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:ykLXDim3LzuCInS6y1if2Q==

f13392679 Location:

Variable Format: character

Notes: UNF:6:o+okdOEOl3PFwqgnck0UiA==

Label:

hansard-speeches-v310.csv.zip

application/zip

Label:

SubmitDataAnalysis.R

type/x-r-syntax

Label:

SubmitDataPreparation.R

type/x-r-syntax