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.
KAResearch wave
Kalalwe Andrew Mukosa
MP,Chinsali
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 266219; 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
Mukumbuta Mulowa
MP,Senanga
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 266222; 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
Darius Mulunda
MP,Siavonga
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 266223; 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.
LMResearch wave
Lucky Mulusa
Cabinet, Minister
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 266224; 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
Stafford Mulusa
MP,Solwezi 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 266225; 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
Sheal Mulyata
MP,Rufunsa
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 266367; 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.
ACResearch wave
Anthony Chanda Mumba
MP,Kantanshi
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 266368; 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
Darious Mumba
MP,Chama North
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 266369; 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.
BMResearch wave
Brian Muntayalwa Mundubile
MP,Mporokoso
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 266370; 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.
BMResearch wave
Brian Muntayalwa Mundubile
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 266370; 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
Davison Mungandu
MP,Chama South
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 266372; 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
Mwenya Munkonge
MP, Lukashya
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 266373; 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
Sydney Mushanga
MP, Bwacha
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 266374; 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
Sydney Mushanga
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 266374; 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.
BMResearch wave
Brian Mushimba
MP,Kankoyo
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 266375; 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.
BMResearch wave
Brian Mushimba
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 266375; 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
Elalio Musonda
MP,Kamfinsa
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 266376; 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.
RMResearch wave
Richard Musukwa
MP,Chililabombwe
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 266377; 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.
RMResearch wave
Richard Musukwa
Government Chief Whip
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 266377; 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.
RMResearch wave
Richard Musukwa
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 266377; office slot 3
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
Sililo Mutaba
MP,Mwandi
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 266378; 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.
RCResearch wave
Remember Chanda Mutale
MP,Chitambo
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 266380; 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.
RCResearch wave
Remember Chanda Mutale
Deputy Chief Whip
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 266380; 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
Misheck Mutelo
MP,Mitete
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 266382; 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
Japhen Mwakalombe
MP,Chongwe
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 266385; 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
Japhen Mwakalombe
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 266385; 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.
GKResearch wave
George Kingsley Mwamba
MP,Lubansenshi
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 266388; 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.
GKResearch wave
George Kingsley Mwamba
Chairperson,Committee on Education, Science and Technology
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 266388; 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
Margaret Mhango Mwanakatwe
MP, Lusaka 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 266391; 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 Mhango Mwanakatwe
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 266391; 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.