2016, November 8 – President of the United States

Ohio

ALL votes from Miami County.
Precincts added in order of number of votes.

Voters: 50,199 Precincts (polling places): 85 Average voters per precinct: 591 Votes in median precinct: 572
Voting Machine:

Data from: Ohio Secretary of State
Data file

deltaM = 2.8%
deltaMxV = 1,408

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Note: X/Y graph display only works for all votes, sorted by precinct size (number of votes)

These graphs show each candidate's CUMULATIVE percent of the vote for all points to the left of and including each precinct. As you move to the right, the results from more and more precincts are included. If you choose "ALL" votes, the points at the far right of the graph represent the outcome of the election.

In order to get a sense of what might be expected if there is no strong correlation between precinct size and political leaning, select "Count votes: In random order". Each time you redraw the graph you will see cumulative totals for randomly sorted precincts.

Benford's Law Analysis

Detailed Data

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Donald J. Trump (R): Percent of votes: 73.86%, Total votes: 37079 out of 50199

Data

Precinct	Total Votes	Votes	Percent	Turnout	Cumulative	Cumulative Total	Cumulative Pct
PRECINCT TROY 3-A - ABE	254	165	65%	53%	165	254	65%
PRECINCT PIQUA 1-A - AAA	285	197	69%	44%	362	539	67%
PRECINCT TROY 3-C - ADB	302	209	69%	43%	571	841	68%
PRECINCT TROY 1-B - AAY	332	221	67%	59%	792	1173	68%
PRECINCT TROY 4-B - ABI	359	243	68%	63%	1035	1532	68%
PRECINCT PIQUA 3-B / C - AAH	368	246	67%	50%	1281	1900	67%
PRECINCT PIQUA 1-B / D - AAB	390	250	64%	46%	1531	2290	67%
PRECINCT TROY 6-A - ABN	394	260	66%	62%	1791	2684	67%
PRECINCT HUBER HEIGHTS B - ADH	412	294	71%	78%	2085	3096	67%
PRECINCT PIQUA 4-B / C - AAK	409	284	69%	56%	2369	3505	68%
PRECINCT PIQUA 3-D / E - AAI	414	276	67%	54%	2645	3919	67%
PRECINCT TROY 6-D - AAQ	428	263	61%	63%	2908	4347	67%
PRECINCT CONCORD WEST - ABW	427	299	70%	78%	3207	4774	67%
PRECINCT TIPP CITY A - ADG	518	352	68%	94%	3559	5292	67%
PRECINCT TROY 3-D - ABG	340	253	74%	51%	3812	5632	68%
PRECINCT TROY 1-D - ABA	430	311	72%	59%	4123	6062	68%
PRECINCT BRADFORD - ACJ	435	325	75%	66%	4448	6497	68%
PRECINCT LUDLOW CENTRAL - ACU	450	373	83%	71%	4821	6947	69%
PRECINCT TROY 3-B - ABF	426	302	71%	55%	5123	7373	69%
PRECINCT TROY 1-A - AAX	456	322	71%	66%	5445	7829	70%
PRECINCT PIQUA 2-A - AAD	446	307	69%	56%	5752	8275	70%
PRECINCT PIQUA 1-C / E - AAC	468	317	68%	58%	6069	8743	69%
PRECINCT PIQUA 5-D - AAP	481	335	70%	74%	6404	9224	69%
PRECINCT COVINGTON A / B - ACK	472	369	78%	62%	6773	9696	70%
PRECINCT PIQUA 2-B / C - AAE	473	318	67%	59%	7091	10169	70%
PRECINCT MONROE SOUTH - ACD	483	385	80%	72%	7476	10652	70%
PRECINCT NEWTON WEST - ACN	492	398	81%	80%	7874	11144	71%
PRECINCT CONCORD EAST - ABY	493	404	82%	73%	8278	11637	71%
PRECINCT CONCORD SOUTH - ABZ	498	364	73%	79%	8642	12135	71%
PRECINCT PIQUA 4-D / E - AAL	463	332	72%	55%	8974	12598	71%
PRECINCT STAUNTON SOUTH - ACR	515	367	71%	80%	9341	13113	71%
PRECINCT TROY 6-B - ABO	499	358	72%	67%	9699	13612	71%
PRECINCT POTSDAM - ACV	507	435	86%	78%	10134	14119	72%
PRECINCT PIQUA 5-B - AAN	515	391	76%	79%	10525	14634	72%
PRECINCT PIQUA 5-A - AAM	521	364	70%	61%	10889	15155	72%
PRECINCT BETHEL WEST - ABS	533	435	82%	77%	11324	15688	72%
PRECINCT TROY 2-C - ABD	527	270	51%	54%	11594	16215	72%
PRECINCT LAURA - ACT	533	439	82%	71%	12033	16748	72%
PRECINCT SPRINGCREEK WEST - ADF	541	439	81%	76%	12472	17289	72%
PRECINCT PIQUA 4-A - AAJ	540	377	70%	62%	12849	17829	72%
PRECINCT UNION SOUTH CENTRAL - ACW	547	441	81%	80%	13290	18376	72%
PRECINCT SPRINGCREEK EAST - ACP	572	440	77%	72%	13730	18948	72%
PRECINCT PIQUA 5-C - AAO	599	437	73%	77%	14167	19547	72%
PRECINCT NEWBERRY WEST - ACI	670	497	74%	84%	14664	20217	73%
PRECINCT TROY 1-C - AAZ	522	417	80%	63%	15081	20739	73%
PRECINCT PLEASANT HILL - ACO	591	475	80%	73%	15556	21330	73%
PRECINCT PIQUA 2-D - AAF	600	407	68%	65%	15963	21930	73%
PRECINCT PIQUA 3-A - AAG	601	381	63%	56%	16344	22531	73%
PRECINCT MONROE NORTH EAST - ACE	624	472	76%	71%	16816	23155	73%
PRECINCT WEST MILTON C - ACZ	627	478	76%	66%	17294	23782	73%
PRECINCT TIPP CITY G - AAW	616	415	67%	72%	17709	24398	73%
PRECINCT TIPP CITY H - ABP	616	442	72%	69%	18151	25014	73%
PRECINCT COVINGTON C / D - ACL	631	499	79%	72%	18650	25645	73%
PRECINCT STAUNTON NORTH - ACQ	643	525	82%	82%	19175	26288	73%
PRECINCT TIPP CITY B - AAR	649	486	75%	74%	19661	26937	73%
PRECINCT TROY 2-A - ABB	654	455	70%	80%	20116	27591	73%
PRECINCT TROY 4-C - ABJ	640	377	59%	53%	20493	28231	73%
PRECINCT TROY 2-B - ABC	646	451	70%	66%	20944	28877	73%
PRECINCT TROY 5-B - ABL	653	405	62%	70%	21349	29530	72%
PRECINCT MONROE EAST CENTRAL - ACC	661	519	79%	76%	21868	30191	72%
PRECINCT TIPP CITY C - AAS	677	513	76%	68%	22381	30868	73%
PRECINCT BETHEL SOUTH CENTRAL - ABQ	685	544	79%	74%	22925	31553	73%
PRECINCT NEWBERRY EAST - ACH	707	575	81%	73%	23500	32260	73%
PRECINCT NEWTON EAST - ACM	700	580	83%	77%	24080	32960	73%
PRECINCT TROY 6-C - ADD	723	520	72%	82%	24600	33683	73%
PRECINCT TIPP CITY F - AAV	737	569	77%	79%	25169	34420	73%
PRECINCT WEST MILTON A - ACX	724	551	76%	65%	25720	35144	73%
PRECINCT TROY 5-A - ADC	749	480	64%	74%	26200	35893	73%
PRECINCT CONCORD NORTH - ABU	754	595	79%	73%	26795	36647	73%
PRECINCT BETHEL SOUTH EAST - ABR	763	582	76%	81%	27377	37410	73%
PRECINCT BETHEL EAST - ABT	768	610	79%	78%	27987	38178	73%
PRECINCT WEST MILTON B - ACY	762	588	77%	72%	28575	38940	73%
PRECINCT TROY 5-C - ABM	755	526	70%	63%	29101	39695	73%
PRECINCT BROWN / FLETCHER - ABV	789	658	83%	74%	29759	40484	74%
PRECINCT TIPP CITY D - AAT	786	552	70%	70%	30311	41270	73%
PRECINCT TIPP CITY E - AAU	786	552	70%	73%	30863	42056	73%
PRECINCT MONROE WEST - ACG	812	663	82%	80%	31526	42868	74%
PRECINCT MONROE SOUTH EAST - ACF	823	622	76%	76%	32148	43691	74%
PRECINCT UNION EAST - ACS	872	695	80%	76%	32843	44563	74%
PRECINCT WASHINGTON - ADA	887	707	80%	79%	33550	45450	74%
PRECINCT HUBER HEIGHTS A - ADE	912	591	65%	76%	34141	46362	74%
PRECINCT ELIZABETH - ACA	941	735	78%	80%	34876	47303	74%
PRECINCT CONCORD SOUTH EAST - ABX	940	669	71%	75%	35545	48243	74%
PRECINCT LOSTCREEK / CASSTOWN - ACB	942	760	81%	77%	36305	49185	74%
PRECINCT TROY 4-A - ABH	1014	774	76%	78%	37079	50199	74%

Hillary Clinton (D): Percent of votes: 26.14%, Total votes: 13120 out of 50199

Data

Precinct	Total Votes	Votes	Percent	Turnout	Cumulative	Cumulative Total	Cumulative Pct
PRECINCT TROY 3-A - ABE	254	89	35%	53%	89	254	35%
PRECINCT PIQUA 1-A - AAA	285	88	31%	44%	177	539	33%
PRECINCT TROY 3-C - ADB	302	93	31%	43%	270	841	32%
PRECINCT TROY 1-B - AAY	332	111	33%	59%	381	1173	32%
PRECINCT TROY 4-B - ABI	359	116	32%	63%	497	1532	32%
PRECINCT PIQUA 3-B / C - AAH	368	122	33%	50%	619	1900	33%
PRECINCT PIQUA 1-B / D - AAB	390	140	36%	46%	759	2290	33%
PRECINCT TROY 6-A - ABN	394	134	34%	62%	893	2684	33%
PRECINCT HUBER HEIGHTS B - ADH	412	118	29%	78%	1011	3096	33%
PRECINCT PIQUA 4-B / C - AAK	409	125	31%	56%	1136	3505	32%
PRECINCT PIQUA 3-D / E - AAI	414	138	33%	54%	1274	3919	33%
PRECINCT TROY 6-D - AAQ	428	165	39%	63%	1439	4347	33%
PRECINCT CONCORD WEST - ABW	427	128	30%	78%	1567	4774	33%
PRECINCT TROY 3-D - ABG	518	166	32%	78%	1733	5292	33%
PRECINCT TIPP CITY A - ADG	340	87	26%	61%	1820	5632	32%
PRECINCT TROY 1-D - ABA	430	119	28%	59%	1939	6062	32%
PRECINCT BRADFORD - ACJ	435	110	25%	66%	2049	6497	32%
PRECINCT LUDLOW CENTRAL - ACU	450	77	17%	71%	2126	6947	31%
PRECINCT TROY 3-B - ABF	426	124	29%	55%	2250	7373	31%
PRECINCT TROY 1-A - AAX	456	134	29%	66%	2384	7829	30%
PRECINCT PIQUA 1-C / E - AAC	446	139	31%	55%	2523	8275	30%
PRECINCT PIQUA 2-A - AAD	468	151	32%	59%	2674	8743	31%
PRECINCT PIQUA 5-D - AAP	481	146	30%	74%	2820	9224	31%
PRECINCT COVINGTON A / B - ACK	472	103	22%	62%	2923	9696	30%
PRECINCT PIQUA 2-B / C - AAE	473	155	33%	59%	3078	10169	30%
PRECINCT MONROE SOUTH - ACD	483	98	20%	72%	3176	10652	30%
PRECINCT NEWTON WEST - ACN	492	94	19%	80%	3270	11144	29%
PRECINCT CONCORD EAST - ABY	493	89	18%	73%	3359	11637	29%
PRECINCT CONCORD SOUTH - ABZ	498	134	27%	79%	3493	12135	29%
PRECINCT STAUNTON SOUTH - ACR	463	131	28%	72%	3624	12598	29%
PRECINCT PIQUA 4-D / E - AAL	515	148	29%	61%	3772	13113	29%
PRECINCT TROY 6-B - ABO	499	141	28%	67%	3913	13612	29%
PRECINCT POTSDAM - ACV	507	72	14%	78%	3985	14119	28%
PRECINCT PIQUA 5-B - AAN	515	124	24%	79%	4109	14634	28%
PRECINCT PIQUA 5-A - AAM	521	157	30%	61%	4266	15155	28%
PRECINCT BETHEL WEST - ABS	533	98	18%	77%	4364	15688	28%
PRECINCT TROY 2-C - ABD	527	257	49%	54%	4621	16215	28%
PRECINCT LAURA - ACT	533	94	18%	71%	4715	16748	28%
PRECINCT SPRINGCREEK WEST - ADF	541	102	19%	76%	4817	17289	28%
PRECINCT PIQUA 4-A - AAJ	540	163	30%	62%	4980	17829	28%
PRECINCT UNION SOUTH CENTRAL - ACW	547	106	19%	80%	5086	18376	28%
PRECINCT SPRINGCREEK EAST - ACP	572	132	23%	72%	5218	18948	28%
PRECINCT PIQUA 5-C - AAO	599	162	27%	77%	5380	19547	28%
PRECINCT TROY 1-C - AAZ	670	173	26%	81%	5553	20217	27%
PRECINCT NEWBERRY WEST - ACI	522	105	20%	65%	5658	20739	27%
PRECINCT PLEASANT HILL - ACO	591	116	20%	73%	5774	21330	27%
PRECINCT PIQUA 2-D - AAF	600	193	32%	65%	5967	21930	27%
PRECINCT PIQUA 3-A - AAG	601	220	37%	56%	6187	22531	27%
PRECINCT MONROE NORTH EAST - ACE	624	152	24%	71%	6339	23155	27%
PRECINCT WEST MILTON C - ACZ	627	149	24%	66%	6488	23782	27%
PRECINCT TIPP CITY G - AAW	616	201	33%	72%	6689	24398	27%
PRECINCT TIPP CITY H - ABP	616	174	28%	69%	6863	25014	27%
PRECINCT COVINGTON C / D - ACL	631	132	21%	72%	6995	25645	27%
PRECINCT STAUNTON NORTH - ACQ	643	118	18%	82%	7113	26288	27%
PRECINCT TIPP CITY B - AAR	649	163	25%	74%	7276	26937	27%
PRECINCT TROY 2-A - ABB	654	199	30%	80%	7475	27591	27%
PRECINCT TROY 4-C - ABJ	640	263	41%	53%	7738	28231	27%
PRECINCT TROY 2-B - ABC	646	195	30%	66%	7933	28877	27%
PRECINCT TROY 5-B - ABL	653	248	38%	70%	8181	29530	28%
PRECINCT MONROE EAST CENTRAL - ACC	661	142	21%	76%	8323	30191	28%
PRECINCT TIPP CITY C - AAS	677	164	24%	68%	8487	30868	27%
PRECINCT BETHEL SOUTH CENTRAL - ABQ	685	141	21%	74%	8628	31553	27%
PRECINCT NEWBERRY EAST - ACH	707	132	19%	73%	8760	32260	27%
PRECINCT NEWTON EAST - ACM	700	120	17%	77%	8880	32960	27%
PRECINCT TROY 6-C - ADD	723	203	28%	82%	9083	33683	27%
PRECINCT TIPP CITY F - AAV	737	168	23%	79%	9251	34420	27%
PRECINCT WEST MILTON A - ACX	724	173	24%	65%	9424	35144	27%
PRECINCT TROY 5-A - ADC	749	269	36%	74%	9693	35893	27%
PRECINCT CONCORD NORTH - ABU	754	159	21%	73%	9852	36647	27%
PRECINCT BETHEL SOUTH EAST - ABR	763	181	24%	81%	10033	37410	27%
PRECINCT BETHEL EAST - ABT	768	158	21%	78%	10191	38178	27%
PRECINCT WEST MILTON B - ACY	762	174	23%	72%	10365	38940	27%
PRECINCT TROY 5-C - ABM	755	229	30%	63%	10594	39695	27%
PRECINCT BROWN / FLETCHER - ABV	789	131	17%	74%	10725	40484	26%
PRECINCT TIPP CITY D - AAT	786	234	30%	70%	10959	41270	27%
PRECINCT TIPP CITY E - AAU	786	234	30%	73%	11193	42056	27%
PRECINCT MONROE WEST - ACG	812	149	18%	80%	11342	42868	26%
PRECINCT MONROE SOUTH EAST - ACF	823	201	24%	76%	11543	43691	26%
PRECINCT UNION EAST - ACS	872	177	20%	76%	11720	44563	26%
PRECINCT WASHINGTON - ADA	887	180	20%	79%	11900	45450	26%
PRECINCT HUBER HEIGHTS A - ADE	912	321	35%	76%	12221	46362	26%
PRECINCT ELIZABETH - ACA	941	206	22%	80%	12427	47303	26%
PRECINCT CONCORD SOUTH EAST - ABX	940	271	29%	75%	12698	48243	26%
PRECINCT LOSTCREEK / CASSTOWN - ACB	942	182	19%	77%	12880	49185	26%
PRECINCT TROY 4-A - ABH	1014	240	24%	78%	13120	50199	26%

Leftmost Digit	Expected Distribution	Donald J. Trump	Hillary Clinton
1	30.1%	2.4%	69.4%
2	17.6%	15.3%	16.5%
3	12.5%	25.9%	1.2%
4	9.7%	25.9%	0%
5	7.9%	18.8%	0%
6	6.7%	7.1%	0%
7	5.8%	4.7%	2.4%
8	5.1%	0%	4.7%
9	4.6%	0%	5.9%

Ohio

ALL votes from Miami County.Precincts added in order of number of votes.

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Benford's Law Analysis

Show Data

Detailed Data

Data

Data

ALL votes from Miami County.
Precincts added in order of number of votes.