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.
MCResearch wave
Mirriam Chinyama Chonya
MP,Kafue
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 265345; 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.
LBResearch wave
Lazarous Bwalya Chungu
MP, Lupososhi
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 265348; 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.
SCResearch wave
Stephen Chungu
MP,Luanshya
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 265365; 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.
SCResearch wave
Stephen Chungu
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 265365; 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.
CDResearch wave
Chama Davies
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 265368; 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
Chama Davies
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 265368; 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.
RFResearch wave
Rosaria Fundanga
MP,Chilubi
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 265371; 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.
LKResearch wave
Leonard Kasandwe Fungulwe
MP,Lufwanyama
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 265374; 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.
EMResearch wave
Edify Mukambala Hamukale
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 265490; 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.
EMResearch wave
Edify Mukambala Hamukale
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 265490; 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.
MIResearch wave
Mwilola Imakando
MP,Mongu 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 265493; 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.
MIResearch wave
Mwilola Imakando
Chairperson,Committee on Cabinet 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 265493; 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.
GMResearch wave
George Muhali Imbuwa
MP,Nalolo
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 265494; 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.
GMResearch wave
George Muhali Imbuwa
Chairperson,Committee on Media, Information and Communication Technologies
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 265494; 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.
MJResearch wave
Machila Jamba
MP,Mwembeshi
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 265495; 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.
MJResearch wave
Matthew Jere
MP,Livingstone
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 265500; 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.
MJResearch wave
Matthew Jere
Chairperson,Committee on Legal Affairs, Human Rights, National Guidance, Gender Matters and Governance
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 265500; 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.
PMResearch wave
Pilila Mwanza Gertrude Jere
MP,Lumezi
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 265502; 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.
JKResearch wave
Joseph Kabamba
MP,Kafulafuta
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 265503; 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
Maxwell Muma Kabanda
MP,Serenje
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 265504; 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.
EKResearch wave
Emerine Kabanshi
MP,Luapula
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 265506; 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.
EKResearch wave
Emerine Kabanshi
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 265506; 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.
MKResearch wave
Mutotwe Kafwaya
MP,Lunte
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 265509; 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.
SKResearch wave
Stanley Kasongo Kakubo
MP,Kapiri Mposhi
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 265511; 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.
HKResearch wave
Harry Kalaba
MP,Bahati
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 265514; 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.
CKResearch wave
Christopher Kalila Kalila
MP,Lukulu East
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 265515; 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.
CKResearch wave
Christopher Kalila Kalila
Chairperson,Committee on Health, Community Development and Social Services
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 265515; 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.
VKResearch wave
Victoria Kalima
MP,Kasenengwa
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 265517; 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.
VKResearch wave
Victoria Kalima
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 265517; 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.
PKResearch wave
Pavyuma Kalobo
MP,Wusakile
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 265521; 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.