2017 Minneapolis Election Results: Mayor
Ranked-Choice Voting Tabulation Summary

Unofficial Winner: Jacob Frey

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Total votes cast for the office:	104,522	Note: Total votes counted in the first round. Does not include undervotes or partially defective, totally defective, or spoiled ballots.
Number to be elected:	1
Threshold:	52,262	Note: Half of total votes cast for office + 1, disregarding fractions.
Undervotes:	1,406	Note: Voter did not rank any candidates for the office.

Candidate	Round 5	Round 5
	Defeated: Hodges Elected: Jacob Frey	Round 5
	Vote Change (+ Added, - Subtracted)	GRAND TOTAL
Al Flowers	0	0
Aswar Rahman	0	0
Betsy Hodges	-26875	0
Captain Jack Sparrow	0	0
Charlie Gers	0	0
Christopher Robin Zimmerman	0	0
David John Wilson	0	0
David Rosenfeld	0	0
Gregg A. Iverson	0	0
Ian Simpson	0	0
Jacob Frey	7348	46716
L.A. Nik	0	0
Nekima Levy-Pounds	0	0
Raymond Dehn	7613	34971
Ronald Lischeid	0	0
Theron Preston Washington	0	0
Tom Hoch	0	0
Troy Benjegerdes	0	0
Undeclared Write-ins	0	0
Exhausted	11914	22835
TOTAL	BALANCED	104522
		BALANCED

Candidate	Round 4	Round 4
	Defeated: Hoch	Round 4
	Vote Change (+ Added, - Subtracted)	GRAND TOTAL
Al Flowers	0	0
Aswar Rahman	0	0
Betsy Hodges	3364	26875
Captain Jack Sparrow	0	0
Charlie Gers	0	0
Christopher Robin Zimmerman	0	0
David John Wilson	0	0
David Rosenfeld	0	0
Gregg A. Iverson	0	0
Ian Simpson	0	0
Jacob Frey	9888	39368
L.A. Nik	0	0
Nekima Levy-Pounds	0	0
Raymond Dehn	3330	27358
Ronald Lischeid	0	0
Theron Preston Washington	0	0
Tom Hoch	-22754	0
Troy Benjegerdes	0	0
Undeclared Write-ins	0	0
Exhausted	6172	10921
TOTAL	BALANCED	104522
		BALANCED

Candidate	Round 3	Round 3
	Defeated: Levy-Pounds	Round 3
	Vote Change (+ Added, - Subtracted)	GRAND TOTAL
Al Flowers	0	0
Aswar Rahman	0	0
Betsy Hodges	4044	23511
Captain Jack Sparrow	0	0
Charlie Gers	0	0
Christopher Robin Zimmerman	0	0
David John Wilson	0	0
David Rosenfeld	0	0
Gregg A. Iverson	0	0
Ian Simpson	0	0
Jacob Frey	2730	29480
L.A. Nik	0	0
Nekima Levy-Pounds	-16189	0
Raymond Dehn	5454	24028
Ronald Lischeid	0	0
Theron Preston Washington	0	0
Tom Hoch	1842	22754
Troy Benjegerdes	0	0
Undeclared Write-ins	0	0
Exhausted	2119	4749
TOTAL	BALANCED	104522
		BALANCED

Candidate	Round 2	Round 2
	Defeated: Al Flowers, Aswar Rahman, Captain Jack Sparrow, Charlie Gers, Christopher Robin Zimmerman, David John Wilson, David Rosenfield, Gregg A. Iverson, Ian Simpson, LA Nik, Ronald Lischeid, Theron Preston Washington, Troy Benjegerdes, UWI	Round 2
	Vote Change (+ Added, - Subtracted)	GRAND TOTAL
Al Flowers	-711	0
Aswar Rahman	-756	0
Betsy Hodges	552	19467
Captain Jack Sparrow	-438	0
Charlie Gers	-1233	0
Christopher Robin Zimmerman	-1	0
David John Wilson	-220	0
David Rosenfeld	-477	0
Gregg A. Iverson	-335	0
Ian Simpson	-119	0
Jacob Frey	634	26750
L.A. Nik	-612	0
Nekima Levy-Pounds	473	16189
Raymond Dehn	473	18574
Ronald Lischeid	-325	0
Theron Preston Washington	0	0
Tom Hoch	787	20912
Troy Benjegerdes	-184	0
Undeclared Write-ins	-138	0
Exhausted	2630	2630
TOTAL	BALANCED	104522
		BALANCED

Candidate	Round 1
	First preference vote
	Al Flowers	711
Aswar Rahman	756
Betsy Hodges	18915
Captain Jack Sparrow	438
Charlie Gers	1233
Christopher Robin Zimmerman	1
David John Wilson	220
David Rosenfeld	477
Gregg A. Iverson	335
Ian Simpson	119
Jacob Frey	26116
L.A. Nik	612
Nekima Levy-Pounds	15716
Raymond Dehn	18101
Ronald Lischeid	325
Theron Preston Washington	0
Tom Hoch	20125
Troy Benjegerdes	184
Undeclared Write-ins	138
Exhausted	-
TOTAL	104522
TOTAL	BALANCED

Sankey data visualization created with:

networkD3: D3 JavaScript Network Graphs from R (R package version 0.4) J.J. Allaire, Christopher Gandrud, Kenton Russell and CJ Yetman (2017)
R Core Team - R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria (2017)
pandas (Python package) Wes McKinney. Data Structures for Statistical Computing in Python, Proceedings of the 9th Python in Science Conference, 51-56 (2010)