2016, November 8 – President of the United States

Ohio

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

Voters: 44,108 Precincts (polling places): 89 Average voters per precinct: 496 Votes in median precinct: 381
Voting Machine:

Data from: Ohio Secretary of State
Data file

deltaM = 4%
deltaMxV = 1,782

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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: 71.81%, Total votes: 31676 out of 44108

Data

Precinct	Total Votes	Votes	Percent	Turnout	Cumulative	Cumulative Total	Cumulative Pct
PRECINCT E LIVERPOOL 4-A - AAP	170	106	62%	44%	106	170	62%
PRECINCT WELLSVILLE 1 - ABQ	182	89	49%	56%	195	352	55%
PRECINCT SALEM CITY 3-A - ABI	261	172	66%	59%	367	613	60%
PRECINCT ST CLAIR TWP GLENMOOR - AEG	278	208	75%	64%	575	891	65%
PRECINCT ST CLAIR TWP SW - AEJ	283	184	65%	61%	759	1174	65%
PRECINCT SALEM CITY 1-A - ABA	286	173	60%	58%	932	1460	64%
PRECINCT YELLOW CREEK TWP WEST - AFH	331	235	71%	69%	1167	1791	65%
PRECINCT E LIVERPOOL 2-B - AAH	354	205	58%	56%	1372	2145	64%
PRECINCT FRANKLIN TWP - ACZ	360	302	84%	72%	1674	2505	67%
PRECINCT E LIVERPOOL 1-A - AAA	364	227	62%	54%	1901	2869	66%
PRECINCT E LIVERPOOL 2-A - AAF	373	217	58%	44%	2118	3242	65%
PRECINCT E PALESTINE VIL 2-A - AAU	379	260	69%	60%	2378	3621	66%
PRECINCT SALEM CITY 2-B - ABF	381	228	60%	65%	2606	4002	65%
PRECINCT KNOX TWP SE - ADH	381	306	80%	77%	2912	4383	66%
PRECINCT LIVERPOOL TWP EAST - ADJ	375	254	68%	69%	3166	4758	67%
PRECINCT WEST TWP N CHAMBERSBURG - AFE	383	309	81%	73%	3475	5141	68%
PRECINCT SALEM CITY 3-C - ABL	386	273	71%	67%	3748	5527	68%
PRECINCT SALEM CITY 4-A - ABM	387	278	72%	77%	4026	5914	68%
PRECINCT WASHINGTON TWP - AEY	395	295	75%	68%	4321	6309	68%
PRECINCT PERRY TWP SE - ADZ	405	254	63%	76%	4575	6714	68%
PRECINCT SALINEVILLE VIL - AEZ	398	275	69%	55%	4850	7112	68%
PRECINCT MIDDLETON TWP NORTHWEST - ADS	410	321	78%	66%	5171	7522	69%
PRECINCT ST CLAIR TWP SE - AEI	420	274	65%	74%	5445	7942	69%
PRECINCT WEST TWP BAYARD - AFC	417	316	76%	67%	5761	8359	69%
PRECINCT HANOVER TWP SOUTH - ADD	418	356	85%	70%	6117	8777	70%
PRECINCT COLUMBIANA VIL C - ACT	422	304	72%	65%	6421	9199	70%
PRECINCT FAIRFIELD TWP SE - ACP	401	317	79%	70%	6738	9600	70%
PRECINCT WAYNE TWP - AFB	435	334	77%	80%	7072	10035	70%
PRECINCT E LIVERPOOL 1-B - AAB	426	230	54%	44%	7302	10461	70%
PRECINCT E LIVERPOOL 3-A - AAK	442	302	68%	70%	7604	10903	70%
PRECINCT WELLSVILLE 3 - ABV	431	237	55%	50%	7841	11334	69%
PRECINCT ST CLAIR TWP WEST - AEL	426	296	69%	65%	8137	11760	69%
PRECINCT ST CLAIR TWP SOUTH - AEH	438	318	73%	63%	8455	12198	69%
PRECINCT MADISON TWP GLASGOW - ADO	447	344	77%	72%	8799	12645	70%
PRECINCT E PALESTINE VIL 3-A - AAW	420	309	74%	59%	9108	13065	70%
PRECINCT FAIRFIELD TWP CENTER - ACM	483	336	70%	84%	9444	13548	70%
PRECINCT E LIVERPOOL 3-B - AAL	444	269	61%	44%	9713	13992	69%
PRECINCT LIVERPOOL TWP WEST - ADN	447	302	68%	68%	10015	14439	69%
PRECINCT MADISON TWP ROCK CAMP - ADP	456	363	80%	66%	10378	14895	70%
PRECINCT ELKRUN TWP ELKTON - ACJ	455	341	75%	70%	10719	15350	70%
PRECINCT CENTER TWP NE - ACB	452	341	75%	68%	11060	15802	70%
PRECINCT CENTER TWP NW - ACC	452	341	75%	66%	11401	16254	70%
PRECINCT LIVERPOOL TWP NW - ADM	524	323	62%	74%	11724	16778	70%
PRECINCT WELLSVILLE 2 - ABR	381	252	66%	43%	11976	17159	70%
PRECINCT E PALESTINE VIL 1-A - AAS	452	325	72%	65%	12301	17611	70%
PRECINCT ELKRUN TWP SIGNAL - ACK	465	361	78%	67%	12662	18076	70%
PRECINCT ST CLAIR TWP CALCUTTA - AED	479	361	75%	69%	13023	18555	70%
PRECINCT COLUMBIANA VIL A - ACR	483	342	71%	75%	13365	19038	70%
PRECINCT E LIVERPOOL 4-B - AAQ	487	330	68%	60%	13695	19525	70%
PRECINCT UNITY TWP NEW WATERFORD - AET	505	369	73%	68%	14064	20030	70%
PRECINCT LISBON VIL NORTH - ACE	503	329	65%	67%	14393	20533	70%
PRECINCT CENTER TWP SOUTH - ACD	497	402	81%	62%	14795	21030	70%
PRECINCT MIDDLETON TWP SOUTH - ADR	515	401	78%	70%	15196	21545	71%
PRECINCT KNOX TWP NE - ADF	513	401	78%	73%	15597	22058	71%
PRECINCT SALEM TWP NW - AEO	524	424	81%	79%	16021	22582	71%
PRECINCT BUTLER TWP EAST - ABX	524	429	82%	80%	16450	23106	71%
PRECINCT FAIRFIELD TWP WEST - ACQ	534	426	80%	79%	16876	23640	71%
PRECINCT SALEM CITY 1-C - ABC	530	373	70%	71%	17249	24170	71%
PRECINCT COLUMBIANA VIL E - ACV	536	359	67%	74%	17608	24706	71%
PRECINCT WEST TWP E ROCHESTER - AFD	539	412	76%	70%	18020	25245	71%
PRECINCT FAIRFIELD TWP NORTH - ACN	545	441	81%	77%	18461	25790	72%
PRECINCT MADISON TWP WEST POINT - ADQ	554	414	75%	68%	18875	26344	72%
PRECINCT LISBON VIL SOUTH - ACH	539	371	69%	59%	19246	26883	72%
PRECINCT UNITY TWP SW - AEW	545	422	77%	72%	19668	27428	72%
PRECINCT HANOVER TWP NORTH - ADB	566	449	79%	71%	20117	27994	72%
PRECINCT BUTLER TWP SOUTH - ABZ	578	473	82%	75%	20590	28572	72%
PRECINCT MIDDLETON TWP NORTHEAST - ADU	585	450	77%	70%	21040	29157	72%
PRECINCT KNOX TWP SW - ADI	585	478	82%	76%	21518	29742	72%
PRECINCT SALEM TWP NE - AEN	589	438	74%	71%	21956	30331	72%
PRECINCT LIVERPOOL TWP NORTH - ADL	600	413	69%	72%	22369	30931	72%
PRECINCT ST CLAIR TWP EAST - AEF	609	449	74%	71%	22818	31540	72%
PRECINCT KNOX TWP NW - ADG	611	485	79%	77%	23303	32151	72%
PRECINCT UNITY TWP SE - AEV	605	462	76%	68%	23765	32756	73%
PRECINCT SALEM TWP FRANKLIN SQ - AEM	612	490	80%	74%	24255	33368	73%
PRECINCT SALEM CITY 3-B - ABJ	605	410	68%	66%	24665	33973	73%
PRECINCT SALEM CITY 1-B - ABB	623	407	65%	75%	25072	34596	72%
PRECINCT E PALESTINE VIL 4-A - AAX	622	419	67%	69%	25491	35218	72%
PRECINCT YELLOW CREEK TWP EAST - AFF	632	435	69%	71%	25926	35850	72%
PRECINCT UNITY TWP NORTH - AEU	629	462	73%	72%	26388	36479	72%
PRECINCT COLUMBIANA VIL B - ACS	645	431	67%	64%	26819	37124	72%
PRECINCT SALEM CITY 2-A - ABE	650	415	64%	54%	27234	37774	72%
PRECINCT HANOVER TWP NE - ADC	676	489	72%	71%	27723	38450	72%
PRECINCT BUTLER TWP NORTH - ABY	717	540	75%	73%	28263	39167	72%
PRECINCT ST CLAIR TWP SPRUCEVALE - AEK	727	529	73%	69%	28792	39894	72%
PRECINCT SALEM CITY 4-B - ABN	780	473	61%	69%	29265	40674	72%
PRECINCT LEETONIA VIL - AEQ	785	537	68%	65%	29802	41459	72%
PRECINCT COLUMBIANA VIL D - ACU	811	601	74%	79%	30403	42270	72%
PRECINCT PERRY TWP SW - ADY	882	601	68%	69%	31004	43152	72%
PRECINCT PERRY TWP NORTH - ADW	956	672	70%	77%	31676	44108	72%

Hillary Clinton (D): Percent of votes: 28.19%, Total votes: 12432 out of 44108

Data

Precinct	Total Votes	Votes	Percent	Turnout	Cumulative	Cumulative Total	Cumulative Pct
PRECINCT E LIVERPOOL 4-A - AAP	170	64	38%	44%	64	170	38%
PRECINCT WELLSVILLE 1 - ABQ	182	93	51%	56%	157	352	45%
PRECINCT SALEM CITY 3-A - ABI	261	89	34%	59%	246	613	40%
PRECINCT ST CLAIR TWP GLENMOOR - AEG	278	70	25%	64%	316	891	35%
PRECINCT ST CLAIR TWP SW - AEJ	283	99	35%	61%	415	1174	35%
PRECINCT SALEM CITY 1-A - ABA	286	113	40%	58%	528	1460	36%
PRECINCT YELLOW CREEK TWP WEST - AFH	331	96	29%	69%	624	1791	35%
PRECINCT E LIVERPOOL 2-B - AAH	354	149	42%	56%	773	2145	36%
PRECINCT FRANKLIN TWP - ACZ	360	58	16%	72%	831	2505	33%
PRECINCT E LIVERPOOL 1-A - AAA	364	137	38%	54%	968	2869	34%
PRECINCT E LIVERPOOL 2-A - AAF	373	156	42%	44%	1124	3242	35%
PRECINCT E PALESTINE VIL 2-A - AAU	379	119	31%	60%	1243	3621	34%
PRECINCT SALEM CITY 2-B - ABF	381	153	40%	65%	1396	4002	35%
PRECINCT KNOX TWP SE - ADH	381	75	20%	77%	1471	4383	34%
PRECINCT LIVERPOOL TWP EAST - ADJ	375	121	32%	69%	1592	4758	33%
PRECINCT WEST TWP N CHAMBERSBURG - AFE	383	74	19%	73%	1666	5141	32%
PRECINCT SALEM CITY 3-C - ABL	386	113	29%	67%	1779	5527	32%
PRECINCT SALEM CITY 4-A - ABM	387	109	28%	77%	1888	5914	32%
PRECINCT WASHINGTON TWP - AEY	395	100	25%	68%	1988	6309	32%
PRECINCT PERRY TWP SE - ADZ	405	151	37%	76%	2139	6714	32%
PRECINCT SALINEVILLE VIL - AEZ	398	123	31%	55%	2262	7112	32%
PRECINCT MIDDLETON TWP NORTHWEST - ADS	410	89	22%	66%	2351	7522	31%
PRECINCT ST CLAIR TWP SE - AEI	420	146	35%	74%	2497	7942	31%
PRECINCT WEST TWP BAYARD - AFC	417	101	24%	67%	2598	8359	31%
PRECINCT HANOVER TWP SOUTH - ADD	418	62	15%	70%	2660	8777	30%
PRECINCT COLUMBIANA VIL C - ACT	422	118	28%	65%	2778	9199	30%
PRECINCT WAYNE TWP - AFB	401	84	21%	74%	2862	9600	30%
PRECINCT FAIRFIELD TWP SE - ACP	435	101	23%	76%	2963	10035	30%
PRECINCT E LIVERPOOL 1-B - AAB	426	196	46%	44%	3159	10461	30%
PRECINCT E LIVERPOOL 3-A - AAK	442	140	32%	70%	3299	10903	30%
PRECINCT WELLSVILLE 3 - ABV	431	194	45%	50%	3493	11334	31%
PRECINCT ST CLAIR TWP WEST - AEL	426	130	31%	65%	3623	11760	31%
PRECINCT ST CLAIR TWP SOUTH - AEH	438	120	27%	63%	3743	12198	31%
PRECINCT MADISON TWP GLASGOW - ADO	447	103	23%	72%	3846	12645	30%
PRECINCT FAIRFIELD TWP CENTER - ACM	420	111	26%	73%	3957	13065	30%
PRECINCT E PALESTINE VIL 3-A - AAW	483	147	30%	68%	4104	13548	30%
PRECINCT E LIVERPOOL 3-B - AAL	444	175	39%	44%	4279	13992	31%
PRECINCT LIVERPOOL TWP WEST - ADN	447	145	32%	68%	4424	14439	31%
PRECINCT MADISON TWP ROCK CAMP - ADP	456	93	20%	66%	4517	14895	30%
PRECINCT ELKRUN TWP ELKTON - ACJ	455	114	25%	70%	4631	15350	30%
PRECINCT CENTER TWP NE - ACB	452	111	25%	68%	4742	15802	30%
PRECINCT CENTER TWP NW - ACC	452	111	25%	66%	4853	16254	30%
PRECINCT WELLSVILLE 2 - ABR	524	201	38%	60%	5054	16778	30%
PRECINCT LIVERPOOL TWP NW - ADM	381	129	34%	54%	5183	17159	30%
PRECINCT E PALESTINE VIL 1-A - AAS	452	127	28%	65%	5310	17611	30%
PRECINCT ELKRUN TWP SIGNAL - ACK	465	104	22%	67%	5414	18076	30%
PRECINCT ST CLAIR TWP CALCUTTA - AED	479	118	25%	69%	5532	18555	30%
PRECINCT COLUMBIANA VIL A - ACR	483	141	29%	75%	5673	19038	30%
PRECINCT E LIVERPOOL 4-B - AAQ	487	157	32%	60%	5830	19525	30%
PRECINCT UNITY TWP NEW WATERFORD - AET	505	136	27%	68%	5966	20030	30%
PRECINCT LISBON VIL NORTH - ACE	503	174	35%	67%	6140	20533	30%
PRECINCT CENTER TWP SOUTH - ACD	497	95	19%	62%	6235	21030	30%
PRECINCT MIDDLETON TWP SOUTH - ADR	515	114	22%	70%	6349	21545	29%
PRECINCT KNOX TWP NE - ADF	513	112	22%	73%	6461	22058	29%
PRECINCT SALEM TWP NW - AEO	524	100	19%	79%	6561	22582	29%
PRECINCT BUTLER TWP EAST - ABX	524	95	18%	80%	6656	23106	29%
PRECINCT FAIRFIELD TWP WEST - ACQ	534	108	20%	79%	6764	23640	29%
PRECINCT SALEM CITY 1-C - ABC	530	157	30%	71%	6921	24170	29%
PRECINCT COLUMBIANA VIL E - ACV	536	177	33%	74%	7098	24706	29%
PRECINCT WEST TWP E ROCHESTER - AFD	539	127	24%	70%	7225	25245	29%
PRECINCT FAIRFIELD TWP NORTH - ACN	545	104	19%	77%	7329	25790	28%
PRECINCT MADISON TWP WEST POINT - ADQ	554	140	25%	68%	7469	26344	28%
PRECINCT LISBON VIL SOUTH - ACH	539	168	31%	59%	7637	26883	28%
PRECINCT UNITY TWP SW - AEW	545	123	23%	72%	7760	27428	28%
PRECINCT HANOVER TWP NORTH - ADB	566	117	21%	71%	7877	27994	28%
PRECINCT BUTLER TWP SOUTH - ABZ	578	105	18%	75%	7982	28572	28%
PRECINCT MIDDLETON TWP NORTHEAST - ADU	585	135	23%	70%	8117	29157	28%
PRECINCT KNOX TWP SW - ADI	585	107	18%	76%	8224	29742	28%
PRECINCT SALEM TWP NE - AEN	589	151	26%	71%	8375	30331	28%
PRECINCT LIVERPOOL TWP NORTH - ADL	600	187	31%	72%	8562	30931	28%
PRECINCT ST CLAIR TWP EAST - AEF	609	160	26%	71%	8722	31540	28%
PRECINCT KNOX TWP NW - ADG	611	126	21%	77%	8848	32151	28%
PRECINCT UNITY TWP SE - AEV	605	143	24%	68%	8991	32756	27%
PRECINCT SALEM TWP FRANKLIN SQ - AEM	612	122	20%	74%	9113	33368	27%
PRECINCT SALEM CITY 3-B - ABJ	605	195	32%	66%	9308	33973	27%
PRECINCT E PALESTINE VIL 4-A - AAX	623	216	35%	69%	9524	34596	28%
PRECINCT SALEM CITY 1-B - ABB	622	203	33%	75%	9727	35218	28%
PRECINCT YELLOW CREEK TWP EAST - AFF	632	197	31%	71%	9924	35850	28%
PRECINCT UNITY TWP NORTH - AEU	629	167	27%	72%	10091	36479	28%
PRECINCT COLUMBIANA VIL B - ACS	645	214	33%	64%	10305	37124	28%
PRECINCT SALEM CITY 2-A - ABE	650	235	36%	54%	10540	37774	28%
PRECINCT HANOVER TWP NE - ADC	676	187	28%	71%	10727	38450	28%
PRECINCT BUTLER TWP NORTH - ABY	717	177	25%	73%	10904	39167	28%
PRECINCT ST CLAIR TWP SPRUCEVALE - AEK	727	198	27%	69%	11102	39894	28%
PRECINCT SALEM CITY 4-B - ABN	780	307	39%	69%	11409	40674	28%
PRECINCT LEETONIA VIL - AEQ	785	248	32%	65%	11657	41459	28%
PRECINCT COLUMBIANA VIL D - ACU	811	210	26%	79%	11867	42270	28%
PRECINCT PERRY TWP SW - ADY	882	281	32%	69%	12148	43152	28%
PRECINCT PERRY TWP NORTH - ADW	956	284	30%	77%	12432	44108	28%

Leftmost Digit	Expected Distribution	Donald J. Trump	Hillary Clinton
1	30.1%	4.5%	71.9%
2	17.6%	21.3%	10.1%
3	12.5%	33.7%	1.1%
4	9.7%	32.6%	0%
5	7.9%	3.4%	1.1%
6	6.7%	3.4%	2.2%
7	5.8%	0%	3.4%
8	5.1%	1.1%	3.4%
9	4.6%	0%	6.7%

Ohio

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