Each row is a source observation, not a unique person or a continuous term. Annual snapshots, research waves and dated events keep their own date precision. Initials appear where these datasets supply no portrait.
BLResearch wave
Bowman Lusambo
MP,Kabushi
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266036; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
BLResearch wave
Bowman Lusambo
Cabinet, Minister
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266036; office slot 2
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
DMResearch wave
David Mabumba
MP,Mwense
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266039; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
DMResearch wave
David Mabumba
Cabinet, Minister
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266039; office slot 2
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
EMResearch wave
Emmerson Machila
MP,Magoye
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266041; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
ABResearch wave
Anthony Bwalya Malama
MP, Nchelenge
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266043; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
ABResearch wave
Anthony Bwalya Malama
Chairperson,Committee on Delegated Legislation
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266043; office slot 2
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
MMResearch wave
Martin Malama
MP,Kanchibiya
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266045; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
MMResearch wave
Martin Malama
Chairperson,Committee on National Security and Foreign Affairs
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266045; office slot 2
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
JMResearch wave
Joseph Malanji
MP,Kwacha
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266047; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
JMResearch wave
Joseph Malanji
Cabinet, Minister
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266047; office slot 2
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
SMResearch wave
Sichone Malozo
Member of Parliament
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266051; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
SMResearch wave
Sichone Malozo
Cabinet, Minister
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266051; office slot 2
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
AMResearch wave
Alfred Mandumbwa
MP,Mulobezi
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266053; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
MMResearch wave
Moses Mawere
Member of Parliament
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266054; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
MMResearch wave
Moses Mawere
Cabinet, Minister
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266054; office slot 2
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
MMResearch wave
Mutinta Mazoka
MP,Pemba
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266055; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
KAResearch wave
Kapelwa Astley Mbangweta
MP,Nkeyema
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266057; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
MMResearch wave
Mwansa Mbulakulima
MP,Milenge
Recorded in a research wave. The observation does not establish continuous tenure or current service.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Office date unknown. Precision: unknown.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266059; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
PCResearch wave
Ponde Chunga Mecha
MP,Chifunabuli
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266061; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
KSResearch wave
Kasautu Saiti Michelo
MP,Bweengwa
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266062; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
MMResearch wave
Margaret Miti
MP,Vubwi
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266065; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
SMResearch wave
Stephen Miti
MP,Feira
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266068; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
CDResearch wave
Clive Darius Miyanda
MP,Mapatizya
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266069; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
CMResearch wave
Chinga Miyutu
MP,Kalabo Central
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266071; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
CMResearch wave
Chinga Miyutu
Chairperson,Committee on Youth, Sport and Child Matters
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266071; office slot 2
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
MMResearch wave
Mubika Mubika
MP,Shangâ\u0080\u0099ombo
Recorded in a research wave. The observation does not establish continuous tenure or current service.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Office date unknown. Precision: unknown.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266072; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
NMResearch wave
Nathaniel Mubukwanu
Cabinet, Minister
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266074; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
NMResearch wave
Nathaniel Mubukwanu
MP,Nominated
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266074; office slot 2
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.
KAResearch wave
Keith Akekelwa Mukata
MP,Chilanga
Recorded in a research wave. The observation does not establish continuous tenure or current service.
Source research windows: 2017–2019. These windows do not date this office term.
Bounds enclose research waves, not continuous tenure or presence throughout the interval. No exact role date is established.
The source does not assign each office slot to an individual wave. Multiple-wave office dates remain unknown.
Dates and source evidence
Observation: Research window 2017–2019. Precision: range.
Source published: Date unknown. Source updated: Date unknown.
Evidence location: GLP v1 person 266216; office slot 1
Dataset: Global Leadership Project v1 public office observations (opens in a new tab) · Edition v1-f3bb5baa34e4
Attribution: John Gerring, Connor T. Jerzak and Erzen Öncel (2024), The Composition of Descriptive Representation, American Political Science Review 118(2), 784–801; doi:10.1017/S0003055423000680. GLP v1 author-hosted public role projection.
Copyright 2025, Gerring, Jerzak, and Öncel.
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the “Software”), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Licence: MIT (opens in a new tab)
Retrieved 17 Sept 2026. Dataset publication: Date unknown.
- Research waves cover 2010–2013 and 2017–2019. They are not exact tenure dates or current rosters.
- Office slots are not assigned to individual waves. Roles for people appearing in both waves retain unknown observation dates.
- Conflicting or absent wave fields are retained with unknown observation dates.
- Source person identifiers are not independently verified identities and are not merged with Wikidata people by name.
- Source classifications include party and related offices as well as government roles; these are not all cabinet positions.
- Rows with no published office class or position are counted in qualification but excluded from office observations.
- Demographic, contact, family and private-life fields are excluded from this import.
Portraits are not supplied with these source observations. Initials are used for identification.