Ohio Exit Poll Raw Data

I've downloaded the survey as well and am pretty certain that
these survey precincts could be matched to their actual
precinct if we had the presidential vote, senate vote and
registration by precinct for all precincts in Ohio.  Once
matched we would know exactly where tabulated votes differed
from the sample within a fairly large margin of error. Does
anyone know where we can find this data?

B-) 

So the raw data is even better for Kerry than was used in the
exit poll analysis. He has an 8.23% (53.48-45.25) margin vs.
4.12% (52.06-47.94). 

This makes it even more improbable for Bush to win the state.
For 52.06%, the probability was 0.28% or 1 out of 352, based
on 1963 polled and an MOE = 2.21%.

For 53.48%, the probability becomes 1 in 6.8 trillion..

Prob =1-NORMDIST(0.5348,0.4525,0.0221/1.96,TRUE)	
= 1.45994E-13	

or 1 in 6,849,581,182,313

OHIO			
At 7:32PM, Kerry was winning the male AND female exit poll 		
There were 1963 polled and he led 52-48%			

At 1:41AM, the numbers reversed.			
There were 2020 polled and Bush led 52-47%			
How could this occur with an increase of only 57 polled?			

7:32PM
1963	Polled	
......Mix   Bush 	Kerry
Women	53%	47%	53%
Men	47%	49%	51%

Total	100%	47.94%	52.06%

1:41AM	
2020	Polled	
......Mix   Bush 	Kerry
Women	53%	50%	50%
Men	47%	52%	47%

Total	100%	50.94%	48.59%





	Poll			Kerry	2 party	Poll	Prob.	Dev/	Beyond
	Odds
St	Size	MOE	Stdev	Vote	Poll	Dev	Dev	MOE	MOE?	
NH	1849	2.27%	1.16%	50.69%	55.50	-4.81%	0.00%	-2.12	Yes	62407
NY	1452	2.47%	1.26%	59.29%	63.97	-4.68%	0.01%	-1.89	Yes	9734
SC	1735	2.34%	1.20%	41.36%	45.79	-4.42%	0.01%	-1.89	Yes	9115
NC	2167	2.10%	1.07%	43.76%	47.31	-3.55%	0.05%	-1.69	Yes	2171
VT	685	3.56%	1.81%	60.30%	65.69	-5.38%	0.15%	-1.51	Yes	669
PA	1930	2.22%	1.13%	51.26%	54.41	-3.15%	0.27%	-1.42	Yes	366

OH	1963	2.21%	1.13%	48.94%	52.06	-3.12%	0.28%	-1.41	Yes	352

MN	2178	2.09%	1.07%	51.76%	54.61	-2.85%	0.38%	-1.36	Yes	266
FL	2846	1.84%	0.94%	47.48%	49.93	-2.45%	0.44%	-1.34	Yes	226
DE	770	3.48%	1.78%	53.83%	58.44	-4.61%	0.47%	-1.32	Yes	211
MA	889	3.10%	1.58%	62.68%	66.46	-3.79%	0.84%	-1.22	Yes	119
AL	730	3.57%	1.82%	37.10%	41.08	-3.98%	1.45%	-1.11	Yes	69

RI	809	3.30%	1.69%	60.58%	64.24	-3.66%	1.49%	-1.11	Yes	67
NJ	1520	2.49%	1.27%	53.40%	56.13	-2.73%	1.61%	-1.09	Yes	62
AK	910	3.18%	1.62%	36.77%	40.14	-3.37%	1.91%	-1.06	Yes	52
UT	798	3.18%	1.62%	26.65%	29.93	-3.28%	2.16%	-1.03	Yes	46
NE	785	3.37%	1.72%	33.15%	36.54	-3.39%	2.43%	-1.01	Yes	41

CT	872	3.27%	1.67%	55.28%	58.47	-3.20%	2.76%	-0.98		36
NV	2116	2.13%	1.09%	48.68%	50.66	-1.98%	3.44%	-0.93		29
AR	1402	2.61%	1.33%	44.72%	46.93	-2.21%	4.89%	-0.84		20
VA	1431	2.59%	1.32%	45.87%	47.96	-2.09%	5.65%	-0.81		18
MS	798	3.44%	1.75%	40.44%	43.20	-2.76%	5.77%	-0.80		17

NM	1951	2.22%	1.13%	49.60%	51.34	-1.74%	6.17%	-0.79		16
LA	1669	2.38%	1.22%	42.67%	44.50	-1.83%	6.67%	-0.77		15
IL	1392	2.60%	1.33%	55.22%	57.13	-1.92%	7.44%	-0.74		13
CO	2515	1.95%	1.00%	47.63%	49.07	-1.44%	7.45%	-0.74		13
AZ	1859	2.27%	1.16%	45.00%	46.60	-1.60%	8.39%	-0.70		12

ID	559	3.91%	1.99%	30.68%	33.33	-2.66%	9.14%	-0.68		11
WA	2123	2.12%	1.08%	53.65%	55.07	-1.42%	9.43%	-0.67		11
GA	1536	2.48%	1.26%	41.65%	43.11	-1.46%	12.33%	-0.59		8
DC	795	1.92%	0.98%	90.52%	91.63	-1.11%	12.86%	-0.58		8
MO	2158	2.11%	1.07%	46.38%	47.48	-1.09%	15.42%	-0.52		6

IA	2502	1.96%	1.00%	49.66%	50.67	-1.01%	15.62%	-0.52		6
IN	926	3.17%	1.62%	39.58%	40.97	-1.39%	19.43%	-0.44		5
MI	2452	1.98%	1.01%	51.73%	52.55	-0.83%	20.66%	-0.42		5
CA	1919	2.22%	1.13%	55.04%	55.73	-0.69%	27.12%	-0.31		4
KY	1034	3.00%	1.53%	39.99%	40.76	-0.76%	30.89%	-0.25		3

MD	1000	3.07%	1.57%	56.57%	57.04	-0.47%	38.14%	-0.15		3
OK	1539	2.38%	1.21%	34.43%	34.73	-0.30%	40.32%	-0.13		2
ME	1968	2.20%	1.12%	54.58%	54.83	-0.25%	41.15%	-0.11		2
WI	2223	2.08%	1.06%	50.19%	50.21	-0.02%	49.17%	-0.01		2
MT	640	3.78%	1.93%	39.50%	39.28	0.22%	45.51%	0.06		2

HI	499	4.38%	2.23%	54.40%	53.32	1.08%	31.38%	0.25		3
OR	1064	3.00%	1.53%	52.11%	51.22	0.89%	28.17%	0.29		4
SD	1495	2.45%	1.25%	39.09%	37.42	1.67%	9.11%	0.68		11
WY	684	3.50%	1.78%	29.69%	32.07	2.38%	9.07%	0.68		11
ND	649	3.63%	1.85%	36.09%	33.58	2.51%	8.76%	0.69		11

KS	654	3.65%	1.86%	37.13%	34.60	2.53%	8.68%	0.69		12
WV	1722	2.35%	1.20%	43.52%	45.19	1.67%	8.14%	0.71		12
TX	1671	2.31%	1.18%	38.49%	36.84	1.65%	8.08%	0.71		12
TN	1774	2.29%	1.17%	42.81%	41.15	1.66%	7.75%	0.73		13
										
	73607	2.71%	1.38%	47.09%	48.84	-1.59%	10.27%	-0.62		

			

Minvis,  While we are trying to match exit poll precincts in
order to gain clues about where the tabulated results differed
from the exit poll, I thought I'd give an example of how this
will unfold using just the Ohio exit poll.  The table below
shows both raw survey responses and weighted responses from
the exit poll by congressional district. The exit poll shows
that bush lost the raw, unweighted survey by 168 votes out of
2042, or, 8.2 percent.  After weighting, Bush won the
reweighed sample by 41 votes, identical to his reported
victory total of 2 percent.  The weighting gave Bush a gain of
209 votes over the interview responses.  An examination of the
rest of the Ohio exit poll shows that Mitovsky's stated
methodology of weighting for age, gender and race didn't
amount to much in Ohio.  Really, the only thing that made a
difference was that the sample was reweighted to reflect the
vote total in some geographic areas, undetermined at this
point.  But this matching with vote totals did not occur
uniformly across the state even though Bush gained in each CD.
 It varied from a low of 2.46 in Cuyahoga to a high of 27
votes in CD8, the southwestern counties north of Cincinnati. 
Some of the exit poll totals were re-weighted to give Bush 15+
percentage points in a single CD.  Since the same exit poll
data exists by precinct, comparing the raw exit poll
(controlling for age, sex, gender) with the weighted results
and vote tabulation will show the precincts that differed from
what Mitovshy expected when he built his precinct sample.  We
then go to these relatively few precincts (perhaps in a
recount), examine the voter logs (that will give us clues like
big differences in gender), examine the ballots and compare
them with totals.  Rather than look everywhere for fraud, we
have targeted our search.
B-) 

 CD 	 Sample  Weight  Bush 	 Bush 	 Bush 
		  	 Gain    Margin  Margin
				 Wgt'd 	 Raw 
1	 133.00  126.36  16.47 	 6.47 	 (10.00)
2	 291.00  336.33  24.90 	 64.90 	 40.00 
4	 29.00 	 43.52 	 4.82 	 9.82 	 5.00 
5	 141.00  132.54  5.29 	 (3.71)	 (9.00)
6	 53.00 	 43.62 	 4.27 	 3.27 	 (1.00)
7	 51.00 	 39.99 	 7.13 	 (10.87) (18.00)
8	 147.00  128.74  27.63 	 (6.37)	 (34.00)
9	 161.00  118.85  26.16 	 (18.84) (45.00)
10	 120.00  122.96  13.55 	 6.55 	 (7.00)
11	 83.00 	 82.04 	 2.46 	 (67.55) (70.00)
12	 75.00 	 81.99 	 6.78 	 29.78 	 23.00 
13	 154.00  166.81  17.78 	 (5.22)	 (23.00)
14	 125.00  122.96  9.28 	 (19.72) (29.00)
15	 140.00  162.28  13.70 	 20.70 	 7.00 
16	 94.00 	 123.99  15.94 	 25.94 	 10.00 
17	 83.00 	 81.96 	 5.96 	 (21.04) (27.00)
18	 162.00  125.99  6.91 	 26.91 	 20.00 
 Total 	 2,042.	 2,040.91 209.02 41.02 	 (168.00)

Minvis and Skids have hypothesized that we could identify the
precincts used in the exit sample if we could match them to
results and voter registration by party/demographics.  Below
is the results of the Exit poll for Ohio's CD1 and statewide
and a table of reported results for 11/2004 for all precincts
in Butler and Hamilton counties from which CD1 is drawn.  I
have requested party and demographics by precinct from BOE but
until hell freezes over this is good enough to start with. 
Let's apply some algorithms (Skids, how about sharing your N.
Car match rules.) and see if we can ID the three exit poll
precincts in CD1.    There are three precincts in the Exit
poll and 967 precincts in CD1.  The cross matching of totals
will ease the comparison.  For instance, how many precincts
gave Kerry around 85 percent and Voinovich 17 percent?  I'll
start on this tomorrow.  You should be able to cut and paste
each data set into excel and use Tools/Text-to-columns to get
the data into cells.  If that's too daunting, e-mail me and
I'll send you a spreadsheet.  Gentlepeople start your engines!

	 Ohio Exit Poll Totals for CD1 Precincts and Statewide 
 	 Congressional District/Precinct (CCPPP) 
Category	01051	01054	01057	 Grand Total 
 Sample 	53.00	52.00	28.00	2042.00
 Weight 	36.69	46.72	42.95	2040.91
 WgtKerry 	31.29	10.79	17.48	984.10
 WgtBush 	4.62	35.93	25.48	1025.12
 WgtOthr 	0.00	0.00	0.00	8.38
 WgtNoVote 	0.79	0.00	0.00	23.31
 RawKerry 	46.00	13.00	12.00	1092.00
 RawBush 	6.00	39.00	16.00	924.00
 RawOther 	0.00	0.00	0.00	4.00
 RawNovote 	1.00	0.00	0.00	22.00
 VOINRAW 	8.00	41.00	23.00	1116.00
 YES_ISS1 	18.00	33.00	15.00	1118.00
 RaceWhite 	24.00	44.00	28.00	1713.00
 RaceBlack 	24.00	4.00	0.00	221.00
 RaceHisp 	0.00	0.00	0.00	36.00
 RaceOther 	1.00	3.00	0.00	20.00
 WgtRaceWhite 	16.16	39.65	42.95	1735.23
 WgtRaceBlack 	17.18	3.77	0.00	207.07
 WgtRaceHisp 	0.00	0.00	0.00	31.80
 WgtRaceOther 	0.62	2.47	0.00	17.45
 DemRaw 	30.00	8.00	9.00	761.00
 RepRaw 	2.00	31.00	14.00	678.00
 IndRaw 	21.00	11.00	4.00	482.00
 OthRaw 	0.00	2.00	1.00	121.00
 WgtDem 	21.00	7.76	13.93	681.00
 WgtRep 	1.61	28.98	21.54	759.59
 WgtInd 	14.09	8.45	6.13	474.66
 WgtOth 	0.00	1.54	1.35	125.67
 WgtVoin 	6.32	37.81	36.17	1226.47
 WgtYesIss1 	13.82	29.87	24.45	1211.41
 WgtKerryPct 	85.26	23.10	40.69	48.22
 WgtBushPct 	12.59	76.90	59.31	50.23
 WgtDemPct 	57.22	16.60	32.43	33.37
 WgtRepPct 	4.38	62.04	50.16	37.22
 WgtIndPct 	38.40	18.08	14.27	23.26
 WgtVoinPct 	17.22	80.93	84.20	60.09
 WgtYes1Pct 	37.65	63.93	56.93	59.36
 WgtWhtPct 	44.03	84.86	100.00	85.02
 WgtBlkPct 	46.81	8.07	0.00	10.15
 WgtHisPct 	0.00	0.00	0.00	1.56
 WgtOthPct 	1.69	5.29	0.00	0.85

County	Precinct Code	Precinct No	Precinct Name	Cong Dist	Reg
Vote	Ballots	Pct	PresBadnarik	PresBush	PresKerry	PresPeroutka	PresOthr	SenFingerhut	SenVoinovich	SenOthr	CD1Chabot	CD1Harris	CD1Othr	CD2Portman	CD2Sanders	CD2Othr	CD8Boehner	CD8Hardenbrook	CD8Othr	PresUndVt	SenUndVt	CD1UndVt	CD2UndVt	CD8UndVt	PresUndVtPct	SenUndVtPct	CD1UndVtPct	CD2UndVtPct	CD8UndVtPct	KerryPct	BushPct	VoinPct
Hamilton	ACZ	301	CINCINNATI
3-A	1	674	489	0.7255	2	23	452	1	0	330	69	0	61	340	0	0	0	0	0	0	0	11	90	88	#N/A	#N/A	2.249488753	18.40490798	17.99591002	#N/A	#N/A	94.56066946	4.811715481	14.11042945
Hamilton	ADA	302	CINCINNATI
3-B	1	620	457	0.7371	2	83	359	0	0	271	144	0	117	290	0	0	0	0	0	0	0	13	42	50	#N/A	#N/A	2.84463895	9.190371991	10.94091904	#N/A	#N/A	80.85585586	18.69369369	31.50984683
Hamilton	ADB	303	CINCINNATI
3-C	1/2	580	451	0.7776	0	71	368	0	0	269	121	0	92	248	0	27	23	0	0	0	0	12	61	#N/A	#N/A	#N/A	2.66075388	13.52549889	#N/A	#N/A	#N/A	83.82687927	16.17312073	26.82926829
Hamilton	ADC	304	CINCINNATI
3-D	1	643	448	0.6967	1	25	385	0	0	354	52	0	50	356	0	0	0	0	0	0	0	37	42	42	#N/A	#N/A	8.258928571	9.375	9.375	#N/A	#N/A	93.67396594	6.082725061	11.60714286
Hamilton	ADD	305	CINCINNATI
3-E	1	667	475	0.7121	0	17	440	1	0	344	66	0	67	338	0	0	0	0	0	0	0	17	65	70	#N/A	#N/A	3.578947368	13.68421053	14.73684211	#N/A	#N/A	96.069869	3.711790393	13.89473684
Hamilton	ADE	306	CINCINNATI
3-F	1	603	431	0.7148	0	108	311	0	0	246	154	0	143	255	0	0	0	0	0	0	0	12	31	33	#N/A	#N/A	2.784222738	7.192575406	7.656612529	#N/A	#N/A	74.22434368	25.77565632	35.73085847
Hamilton	ADF	307	CINCINNATI
3-G	1	615	445	0.7236	0	17	411	0	0	317	69	0	53	311	0	0	0	0	0	0	0	17	59	81	#N/A	#N/A	3.820224719	13.25842697	18.20224719	#N/A	#N/A	96.02803738	3.971962617	15.50561798
Hamilton	ADG	308	CINCINNATI
3-H	1	559	444	0.7943	1	143	285	0	0	222	191	0	173	242	0	0	0	0	0	0	0	15	31	29	#N/A	#N/A	3.378378378	6.981981982	6.531531532	#N/A	#N/A	66.43356643	33.33333333	43.01801802
Hamilton	ADH	309	CINCINNATI
3-I	1	540	423	0.7833	0	22	370	0	0	325	64	0	57	320	0	0	0	0	0	0	0	31	34	46	#N/A	#N/A	7.328605201	8.037825059	10.87470449	#N/A	#N/A	94.3877551	5.612244898	15.13002364
Hamilton	ADI	310	CINCINNATI
3-J	1	621	497	0.8003	0	13	472	0	0	377	71	0	59	389	0	0	0	0	0	0	0	12	49	49	#N/A	#N/A	2.414486922	9.85915493	9.85915493	#N/A	#N/A	97.31958763	2.680412371	14.28571429
Hamilton	ADJ	311	CINCINNATI
3-K	1	589	385	0.6537	0	23	351	0	0	260	59	0	47	257	0	0	0	0	0	0	0	11	66	81	#N/A	#N/A	2.857142857	17.14285714	21.03896104	#N/A	#N/A	93.85026738	6.14973262	15.32467532
Hamilton	AFA	601	CINCINNATI
6-A	1	640	376	0.5875	5	104	262	1	0	213	143	0	116	230	0	0	0	0	0	0	0	4	20	30	#N/A	#N/A	1.063829787	5.319148936	7.978723404	#N/A	#N/A	70.43010753	27.95698925	38.03191489
Hamilton	AFC	603	CINCINNATI
6-C	1	643	366	0.5692	0	33	320	0	0	245	88	0	70	265	0	0	0	0	0	0	0	13	33	31	#N/A	#N/A	3.551912568	9.016393443	8.469945355	#N/A	#N/A	90.65155807	9.348441926	24.04371585
Hamilton	AFD	604	CINCINNATI
6-D	1	675	411	0.6089	1	35	360	0	0	258	81	0	70	270	0	0	0	0	0	0	0	15	72	71	#N/A	#N/A	3.649635036	17.51824818	17.27493917	#N/A	#N/A	90.90909091	8.838383838	19.7080292
Hamilton	AFE	605	CINCINNATI
6-E	1/2	827	465	0.5623	5	146	305	0	0	237	201	0	77	111	0	96	147	0	0	0	0	9	27	#N/A	#N/A	#N/A	1.935483871	5.806451613	#N/A	#N/A	#N/A	66.88596491	32.01754386	43.22580645
Hamilton	BPV	606	CINCINNATI
6-F	1	832	446	0.5361	1	85	346	1	0	274	116	0	103	282	0	0	0	0	0	0	0	13	56	61	#N/A	#N/A	2.914798206	12.55605381	13.67713004	#N/A	#N/A	79.90762125	19.63048499	26.00896861
Hamilton	AFF	701	CINCINNATI
7-A	1	713	540	0.7574	0	36	476	0	0	409	84	0	73	418	0	0	0	0	0	0	0	28	47	49	#N/A	#N/A	5.185185185	8.703703704	9.074074074	#N/A	#N/A	92.96875	7.03125	15.55555556
Hamilton	AFG	702	CINCINNATI
7-B	1	659	514	0.78	0	44	438	0	0	364	93	0	74	366	0	0	0	0	0	0	0	32	57	74	#N/A	#N/A	6.225680934	11.08949416	14.39688716	#N/A	#N/A	90.87136929	9.128630705	18.09338521
Hamilton	AFH	703	CINCINNATI
7-C	1	265	124	0.4679	0	3	118	0	0	91	19	0	21	85	0	0	0	0	0	0	0	3	14	18	#N/A	#N/A	2.419354839	11.29032258	14.51612903	#N/A	#N/A	97.52066116	2.479338843	15.32258065
Hamilton	AFI	704	CINCINNATI
7-D	1	661	520	0.7867	0	48	451	1	0	364	98	0	79	369	0	0	0	0	0	0	0	20	58	72	#N/A	#N/A	3.846153846	11.15384615	13.84615385	#N/A	#N/A	90.2	9.6	18.84615385
Hamilton	AFJ	705	CINCINNATI
7-E	1	649	496	0.7643	0	19	464	0	0	360	69	0	70	370	0	0	0	0	0	0	0	13	67	56	#N/A	#N/A	2.620967742	13.50806452	11.29032258	#N/A	#N/A	96.06625259	3.933747412	13.91129032
Hamilton	AFK	706	CINCINNATI
7-F	1	544	444	0.8162	0	25	378	0	0	316	69	0	73	312	0	0	0	0	0	0	0	41	59	59	#N/A	#N/A	9.234234234	13.28828829	13.28828829	#N/A	#N/A	93.79652605	6.203473945	15.54054054
Hamilton	AFL	707	CINCINNATI
7-G	1	599	459	0.7663	0	48	394	3	0	303	101	0	94	301	0	0	0	0	0	0	0	14	55	64	#N/A	#N/A	3.050108932	11.98257081	13.94335512	#N/A	#N/A	88.53932584	10.78651685	22.0043573
Hamilton	AFM	708	CINCINNATI
7-H	1	621	451	0.7262	0	24	415	1	0	306	80	0	58	327	0	0	0	0	0	0	0	11	65	66	#N/A	#N/A	2.43902439	14.41241685	14.63414634	#N/A	#N/A	94.31818182	5.454545455	17.7383592
Hamilton	AFN	709	CINCINNATI
7-I	1	662	515	0.7779	0	49	447	0	0	343	93	0	94	341	0	0	0	0	0	0	0	19	79	80	#N/A	#N/A	3.689320388	15.33980583	15.53398058	#N/A	#N/A	90.12096774	9.879032258	18.05825243
Hamilton	AFO	710	CINCINNATI
7-J	1	586	490	0.8362	1	45	433	1	0	349	108	0	91	361	0	0	0	0	0	0	0	10	33	38	#N/A	#N/A	2.040816327	6.734693878	7.755102041	#N/A	#N/A	90.20833333	9.375	22.04081633
Hamilton	AFP	711	CINCINNATI
7-K	1	603	463	0.7678	1	35	393	1	0	326	103	0	92	339	0	0	0	0	0	0	0	33	34	32	#N/A	#N/A	7.127429806	7.343412527	6.911447084	#N/A	#N/A	91.39534884	8.139534884	22.2462203
Hamilton	AFQ	712	CINCINNATI
7-L	1	195	66	0.3385	1	2	60	1	0	45	15	0	7	50	0	0	0	0	0	0	0	2	6	9	#N/A	#N/A	3.03030303	9.090909091	13.63636364	#N/A	#N/A	93.75	3.125	22.72727273
Hamilton	AFR	713	CINCINNATI
7-M	1	610	454	0.7443	1	20	414	1	0	319	54	0	57	323	0	0	0	0	0	0	0	18	81	74	#N/A	#N/A	3.964757709	17.84140969	16.29955947	#N/A	#N/A	94.95412844	4.587155963	11.89427313
Hamilton	AFS	714	CINCINNATI
7-N	1	576	428	0.7431	1	24	388	0	0	325	55	0	49	312	0	0	0	0	0	0	0	15	48	67	#N/A	#N/A	3.504672897	11.21495327	15.65420561	#N/A	#N/A	93.94673123	5.811138015	12.85046729
Hamilton	AFT	715	CINCINNATI
7-O	1	687	501	0.7293	4	40	442	0	0	356	79	0	72	363	0	0	0	0	0	0	0	15	66	66	#N/A	#N/A	2.994011976	13.17365269	13.17365269	#N/A	#N/A	90.94650206	8.230452675	15.76846307
Hamilton	AFU	716	CINCINNATI
7-P	1	379	297	0.7836	0	14	260	0	0	217	48	0	40	222	0	0	0	0	0	0	0	23	32	35	#N/A	#N/A	7.744107744	10.77441077	11.78451178	#N/A	#N/A	94.89051095	5.109489051	16.16161616
Hamilton	AFV	717	CINCINNATI
7-Q	1	701	553	0.7917	0	54	484	0	0	385	106	0	98	394	0	0	0	0	0	0	0	15	62	61	#N/A	#N/A	2.712477396	11.21157324	11.03074141	#N/A	#N/A	89.96282528	10.03717472	19.1681736
Hamilton	AFW	718	CINCINNATI
7-R	1	628	459	0.7309	2	34	411	3	0	333	82	0	62	348	0	0	0	0	0	0	0	9	44	49	#N/A	#N/A	1.960784314	9.586056645	10.67538126	#N/A	#N/A	91.33333333	7.555555556	17.86492375
Hamilton	AFX	719	CINCINNATI
7-S	1	623	498	0.7994	2	76	407	1	0	317	126	0	121	305	0	0	0	0	0	0	0	12	55	72	#N/A	#N/A	2.409638554	11.04417671	14.45783133	#N/A	#N/A	83.74485597	15.63786008	25.30120482
Hamilton	AGD	801	CINCINNATI
8-A	1	563	343	0.6092	0	15	317	0	0	254	56	0	56	243	0	0	0	0	0	0	0	11	33	44	#N/A	#N/A	3.206997085	9.620991254	12.82798834	#N/A	#N/A	95.48192771	4.518072289	16.32653061
Hamilton	AGE	802	CINCINNATI
8-B	1	590	404	0.6847	0	19	344	0	0	288	77	0	56	301	0	0	0	0	0	0	0	41	39	47	#N/A	#N/A	10.14851485	9.653465347	11.63366337	#N/A	#N/A	94.76584022	5.23415978	19.05940594
Hamilton	AGG	804	CINCINNATI
8-D	1	732	518	0.7077	0	27	471	1	0	372	80	0	83	347	0	0	0	0	0	0	0	19	66	88	#N/A	#N/A	3.667953668	12.74131274	16.98841699	#N/A	#N/A	94.38877756	5.410821643	15.44401544
Hamilton	AGI	806	CINCINNATI
8-F	1	609	378	0.6207	1	20	340	1	0	247	68	0	68	253	0	0	0	0	0	0	0	16	63	57	#N/A	#N/A	4.232804233	16.66666667	15.07936508	#N/A	#N/A	93.92265193	5.524861878	17.98941799
Hamilton	AGL	809	CINCINNATI
8-I	1	647	396	0.6121	0	51	332	0	0	255	105	0	87	267	0	0	0	0	0	0	0	13	36	42	#N/A	#N/A	3.282828283	9.090909091	10.60606061	#N/A	#N/A	86.68407311	13.31592689	26.51515152
Hamilton	AGN	901	CINCINNATI
9-A	1	565	285	0.5044	1	9	263	1	0	207	51	0	48	210	0	0	0	0	0	0	0	11	27	27	#N/A	#N/A	3.859649123	9.473684211	9.473684211	#N/A	#N/A	95.98540146	3.284671533	17.89473684
Hamilton	AGP	903	CINCINNATI
9-C	1	663	466	0.7029	0	18	402	0	0	326	70	0	66	328	0	0	0	0	0	0	0	46	70	72	#N/A	#N/A	9.871244635	15.02145923	15.45064378	#N/A	#N/A	95.71428571	4.285714286	15.02145923
Hamilton	AGQ	904	CINCINNATI
9-D	1	671	393	0.5857	1	37	338	2	0	283	69	0	69	270	0	0	0	0	0	0	0	15	41	54	#N/A	#N/A	3.816793893	10.43256997	13.74045802	#N/A	#N/A	89.41798942	9.788359788	17.55725191
Hamilton	AGR	905	CINCINNATI
9-E	1	588	386	0.6565	0	30	333	1	0	245	84	0	62	243	0	0	0	0	0	0	0	22	57	81	#N/A	#N/A	5.699481865	14.76683938	20.98445596	#N/A	#N/A	91.48351648	8.241758242	21.76165803
Hamilton	AGS	906	CINCINNATI
9-F	1	775	504	0.591	0	19	457	0	1	301	75	0	74	301	0	0	0	0	0	0	0	28	128	129	#N/A	#N/A	5.555555556	25.3968254	25.5952381	#N/A	#N/A	95.80712788	3.983228512	14.88095238
Hamilton	AGT	907	CINCINNATI
9-G	1	484	342	0.7066	2	9	318	1	0	235	48	0	41	237	0	0	0	0	0	0	0	12	59	64	#N/A	#N/A	3.50877193	17.25146199	18.71345029	#N/A	#N/A	96.36363636	2.727272727	14.03508772
Hamilton	AGU	908	CINCINNATI
9-H	1	635	352	62.68	0	21	298	1	0	271	68	0	59	279	0	0	0	0	0	0	0	32	13	14	#N/A	#N/A	9.090909091	3.693181818	3.977272727	#N/A	#N/A	93.125	6.5625	19.31818182
Hamilton	AGY	1001	CINCINNATI
10-A	1	484	320	0.6612	0	151	158	0	0	124	170	0	162	118	0	0	0	0	0	0	0	11	26	40	#N/A	#N/A	3.4375	8.125	12.5	#N/A	#N/A	51.13268608	48.86731392	53.125
Hamilton	AGZ	1002	CINCINNATI
10-B	1	667	424	0.6357	0	86	333	0	0	270	123	0	105	275	0	0	0	0	0	0	0	5	31	44	#N/A	#N/A	1.179245283	7.311320755	10.37735849	#N/A	#N/A	79.47494033	20.52505967	29.00943396
Hamilton	AHA	1003	CINCINNATI
10-C	1	353	244	0.6912	0	29	188	1	0	150	66	0	56	152	0	0	0	0	0	0	0	26	28	36	#N/A	#N/A	10.6557377	11.47540984	14.75409836	#N/A	#N/A	86.23853211	13.30275229	27.04918033
Hamilton	AHB	1004	CINCINNATI
10-D	1	697	343	0.4921	1	25	297	0	0	223	72	0	60	212	0	0	0	0	0	0	0	20	48	71	#N/A	#N/A	5.83090379	13.9941691	20.69970845	#N/A	#N/A	91.9504644	7.73993808	20.99125364
Hamilton	AHC	1005	CINCINNATI
10-E	1	570	260	0.4561	0	23	221	1	0	166	60	0	53	161	0	0	0	0	0	0	0	15	34	46	#N/A	#N/A	5.769230769	13.07692308	17.69230769	#N/A	#N/A	90.20408163	9.387755102	23.07692308
Hamilton	AHD	1006	CINCINNATI
10-F	1	706	244	0.3456	0	9	229	1	0	147	48	0	30	155	0	0	0	0	0	0	0	5	49	59	#N/A	#N/A	2.049180328	20.08196721	24.18032787	#N/A	#N/A	95.81589958	3.765690377	19.67213115
Hamilton	BPW	1007	CINCINNATI
10-G	1	390	265	0.6795	4	46	208	1	0	163	76	0	65	174	0	0	0	0	0	0	0	6	26	26	#N/A	#N/A	2.264150943	9.811320755	9.811320755	#N/A	#N/A	80.30888031	17.76061776	28.67924528
Hamilton	AHE	1101	CINCINNATI
11-A	1	641	432	0.6739	5	115	298	1	0	242	152	0	134	254	0	0	0	0	0	0	0	13	38	44	#N/A	#N/A	3.009259259	8.796296296	10.18518519	#N/A	#N/A	71.12171838	27.44630072	35.18518519
Hamilton	AHF	1102	CINCINNATI
11-B	1	570	360	0.6316	0	42	309	0	0	244	87	0	71	247	0	0	0	0	0	0	0	9	29	42	#N/A	#N/A	2.5	8.055555556	11.66666667	#N/A	#N/A	88.03418803	11.96581197	24.16666667
Hamilton	AHG	1103	CINCINNATI
11-C	1	580	356	0.6138	1	64	282	1	0	211	92	0	98	210	0	0	0	0	0	0	0	8	53	48	#N/A	#N/A	2.247191011	14.88764045	13.48314607	#N/A	#N/A	81.03448276	18.3908046	25.84269663
Hamilton	AHH	1104	CINCINNATI
11-D	1	713	382	0.5358	1	47	328	0	1	259	94	0	89	256	0	0	0	0	0	0	0	6	29	37	#N/A	#N/A	1.570680628	7.591623037	9.685863874	#N/A	#N/A	87.00265252	12.4668435	24.60732984
Hamilton	AHI	1105	CINCINNATI
11-E	1	679	408	0.6009	4	104	294	0	1	236	143	0	126	237	0	0	0	0	0	0	0	6	29	45	#N/A	#N/A	1.470588235	7.107843137	11.02941176	#N/A	#N/A	72.9528536	25.80645161	35.04901961
Hamilton	AHJ	1106	CINCINNATI
11-F	1	402	234	0.5821	1	46	171	3	0	136	83	0	73	141	0	0	0	0	0	0	0	13	15	20	#N/A	#N/A	5.555555556	6.41025641	8.547008547	#N/A	#N/A	77.37556561	20.81447964	35.47008547
Hamilton	AHK	1107	CINCINNATI
11-G	1	666	396	0.5946	1	104	280	1	0	211	152	0	125	223	0	0	0	0	0	0	0	10	33	48	#N/A	#N/A	2.525252525	8.333333333	12.12121212	#N/A	#N/A	72.5388601	26.94300518	38.38383838
Hamilton	AHL	1108	CINCINNATI
11-H	1	599	387	0.6461	0	81	301	0	0	234	123	0	107	249	0	0	0	0	0	0	0	5	30	31	#N/A	#N/A	1.291989664	7.751937984	8.010335917	#N/A	#N/A	78.79581152	21.20418848	31.78294574
Hamilton	AHM	1109	CINCINNATI
11-I	1	641	371	0.5788	2	86	274	1	0	217	126	0	111	229	0	0	0	0	0	0	0	8	28	31	#N/A	#N/A	2.156334232	7.547169811	8.355795148	#N/A	#N/A	75.48209366	23.69146006	33.96226415
Hamilton	AHO	1201	CINCINNATI
12-A	1	459	270	0.5882	3	86	176	0	0	145	98	0	93	149	0	0	0	0	0	0	0	5	27	28	#N/A	#N/A	1.851851852	10	10.37037037	#N/A	#N/A	66.41509434	32.45283019	36.2962963
Hamilton	AHP	1202	CINCINNATI
12-B	1	537	337	0.6276	1	84	239	0	2	185	132	0	115	199	0	0	0	0	0	0	0	13	20	23	#N/A	#N/A	3.857566766	5.934718101	6.824925816	#N/A	#N/A	73.31288344	25.76687117	39.16913947
Hamilton	AHQ	1203	CINCINNATI
12-C	1	593	359	0.6054	2	42	300	2	0	249	82	0	75	247	0	0	0	0	0	0	0	13	28	37	#N/A	#N/A	3.621169916	7.799442897	10.30640669	#N/A	#N/A	86.70520231	12.13872832	22.84122563
Hamilton	AHR	1204	CINCINNATI
12-D	1	325	188	0.5785	0	25	160	0	2	128	44	0	36	125	0	0	0	0	0	0	0	3	16	27	#N/A	#N/A	1.595744681	8.510638298	14.36170213	#N/A	#N/A	85.56149733	13.36898396	23.40425532
Hamilton	AHS	1205	CINCINNATI
12-E	1	531	313	0.5895	2	64	244	1	0	200	99	0	74	208	0	0	0	0	0	0	0	2	14	31	#N/A	#N/A	0.638977636	4.47284345	9.904153355	#N/A	#N/A	78.45659164	20.57877814	31.62939297
Hamilton	AHT	1206	CINCINNATI
12-F	1	1065	602	0.5653	3	120	469	1	0	368	191	0	134	398	0	0	0	0	0	0	0	9	43	70	#N/A	#N/A	1.495016611	7.142857143	11.62790698	#N/A	#N/A	79.08937605	20.23608769	31.72757475
Hamilton	AHU	1207	CINCINNATI
12-G	1	434	231	0.5323	0	36	185	0	0	144	68	0	55	152	0	0	0	0	0	0	0	10	19	24	#N/A	#N/A	4.329004329	8.225108225	10.38961039	#N/A	#N/A	83.71040724	16.28959276	29.43722944
Hamilton	AHV	1208	CINCINNATI
12-H	1	836	445	0.5323	1	128	313	0	0	239	174	0	138	239	0	0	0	0	0	0	0	3	32	68	#N/A	#N/A	0.674157303	7.191011236	15.28089888	#N/A	#N/A	70.81447964	28.95927602	39.1011236
Hamilton	AHW	1209	CINCINNATI
12-I	1	618	345	0.5583	1	54	280	2	0	219	91	0	83	226	0	0	0	0	0	0	0	8	35	36	#N/A	#N/A	2.31884058	10.14492754	10.43478261	#N/A	#N/A	83.08605341	16.02373887	26.37681159
Hamilton	AHX	1210	CINCINNATI
12-J	1	540	320	0.5926	0	83	223	3	0	182	101	0	100	183	0	0	0	0	0	0	0	11	37	37	#N/A	#N/A	3.4375	11.5625	11.5625	#N/A	#N/A	72.16828479	26.86084142	31.5625
Hamilton	AHY	1211	CINCINNATI
12-K	1	588	336	0.5714	3	50	277	0	0	219	88	0	75	224	0	0	0	0	0	0	0	6	29	37	#N/A	#N/A	1.785714286	8.630952381	11.01190476	#N/A	#N/A	83.93939394	15.15151515	26.19047619
Hamilton	AHZ	1212	CINCINNATI
12-L	1	427	238	0.5574	1	50	177	1	0	137	81	0	65	143	0	0	0	0	0	0	0	9	20	30	#N/A	#N/A	3.781512605	8.403361345	12.60504202	#N/A	#N/A	77.29257642	21.83406114	34.03361345
Hamilton	AIA	1301	CINCINNATI
13-A	1	627	394	0.6284	0	9	373	1	0	293	58	0	48	291	0	0	0	0	0	0	0	11	43	55	#N/A	#N/A	2.791878173	10.91370558	13.95939086	#N/A	#N/A	97.38903394	2.349869452	14.72081218
Hamilton	AIB	1302	CINCINNATI
13-B	1	1050	614	0.5848	1	180	423	2	0	323	226	0	191	342	0	0	0	0	0	0	0	8	65	81	#N/A	#N/A	1.302931596	10.58631922	13.19218241	#N/A	#N/A	69.8019802	29.7029703	36.80781759
Hamilton	AIC	1303	CINCINNATI
13-C	1	768	519	0.6758	0	17	487	1	0	370	69	0	74	358	0	0	0	0	0	0	0	14	80	87	#N/A	#N/A	2.697495183	15.41425819	16.76300578	#N/A	#N/A	96.43564356	3.366336634	13.29479769
Hamilton	AID	1304	CINCINNATI
13-D	1	867	536	0.6182	1	21	472	0	0	340	89	0	76	356	0	0	0	0	0	0	0	42	107	104	#N/A	#N/A	7.835820896	19.96268657	19.40298507	#N/A	#N/A	95.5465587	4.251012146	16.60447761
Hamilton	AIE	1305	CINCINNATI
13-E	1	637	420	0.6593	1	18	351	2	0	296	68	0	51	300	0	0	0	0	0	0	0	48	56	69	#N/A	#N/A	11.42857143	13.33333333	16.42857143	#N/A	#N/A	94.35483871	4.838709677	16.19047619
Hamilton	AIF	1306	CINCINNATI
13-F	1	486	299	0.6152	0	18	267	0	0	197	54	0	51	187	0	0	0	0	0	0	0	14	48	61	#N/A	#N/A	4.682274247	16.05351171	20.40133779	#N/A	#N/A	93.68421053	6.315789474	18.06020067
Hamilton	AIG	1307	CINCINNATI
13-G	1	590	371	0.6288	1	31	324	1	0	229	73	0	61	233	0	0	0	0	0	0	0	14	69	77	#N/A	#N/A	3.773584906	18.59838275	20.75471698	#N/A	#N/A	90.75630252	8.683473389	19.67654987
Hamilton	AIH	1308	CINCINNATI
13-H	1	605	365	0.6033	0	8	350	0	0	270	35	0	50	253	0	0	0	0	0	0	0	7	60	62	#N/A	#N/A	1.917808219	16.43835616	16.98630137	#N/A	#N/A	97.76536313	2.234636872	9.589041096
Hamilton	AII	1309	CINCINNATI
13-I	1	359	272	0.7577	0	22	244	0	0	189	58	0	47	179	0	0	0	0	0	0	0	6	25	46	#N/A	#N/A	2.205882353	9.191176471	16.91176471	#N/A	#N/A	91.72932331	8.270676692	21.32352941
Hamilton	AIJ	1310	CINCINNATI
13-J	1	737	536	0.7273	1	72	443	0	0	353	137	0	121	363	0	0	0	0	0	0	0	20	46	52	#N/A	#N/A	3.731343284	8.582089552	9.701492537	#N/A	#N/A	85.85271318	13.95348837	25.55970149
Hamilton	AIK	1311	CINCINNATI
13-K	1	562	342	0.6085	1	8	322	1	0	259	51	0	56	245	0	0	0	0	0	0	0	10	32	41	#N/A	#N/A	2.923976608	9.356725146	11.98830409	#N/A	#N/A	96.98795181	2.409638554	14.9122807
Hamilton	AIL	1312	CINCINNATI
13-L	1	703	452	0.643	1	10	428	1	0	320	59	0	60	327	0	0	0	0	0	0	0	12	73	65	#N/A	#N/A	2.654867257	16.15044248	14.38053097	#N/A	#N/A	97.27272727	2.272727273	13.05309735
Hamilton	AIM	1313	CINCINNATI
13-M	1	425	340	0.8	2	35	294	1	0	250	61	0	62	252	0	0	0	0	0	0	0	8	29	26	#N/A	#N/A	2.352941176	8.529411765	7.647058824	#N/A	#N/A	88.55421687	10.54216867	17.94117647
Hamilton	AIN	1314	CINCINNATI
13-N	1	651	567	0.871	1	94	465	0	0	386	152	0	110	419	0	0	0	0	0	0	0	7	29	38	#N/A	#N/A	1.234567901	5.114638448	6.701940035	#N/A	#N/A	83.03571429	16.78571429	26.80776014
Hamilton	AIO	1315	CINCINNATI
13-O	1	638	512	0.8025	1	104	387	2	0	313	169	0	139	334	0	0	0	0	0	0	0	18	30	39	#N/A	#N/A	3.515625	5.859375	7.6171875	#N/A	#N/A	78.34008097	21.05263158	33.0078125
Hamilton	AIP	1316	CINCINNATI
13-P	1	571	436	0.7636	0	31	390	2	0	323	69	0	70	319	0	0	0	0	0	0	0	13	44	47	#N/A	#N/A	2.981651376	10.09174312	10.77981651	#N/A	#N/A	92.19858156	7.328605201	15.82568807
Hamilton	AIS	1401	CINCINNATI
14-A	1/2	617	471	0.7634	1	142	314	1	0	254	186	0	44	88	0	140	169	0	0	0	0	13	31	#N/A	#N/A	#N/A	2.760084926	6.581740977	#N/A	#N/A	#N/A	68.55895197	31.00436681	39.49044586
Hamilton	AIZ	1408	CINCINNATI
14-H	1	629	485	0.7711	2	154	318	0	4	247	205	0	182	263	0	0	0	0	0	0	0	11	33	40	#N/A	#N/A	2.268041237	6.804123711	8.24742268	#N/A	#N/A	66.52719665	32.21757322	42.26804124
Hamilton	AJA	1409	CINCINNATI
14-I	1/2	582	444	0.7629	2	162	264	0	0	225	206	0	2	2	0	193	218	0	0	0	0	16	13	#N/A	#N/A	#N/A	3.603603604	2.927927928	#N/A	#N/A	#N/A	61.68224299	37.85046729	46.3963964
Hamilton	AJB	1410	CINCINNATI
14-J	1	566	403	0.712	2	121	265	1	0	195	177	0	167	194	0	0	0	0	0	0	0	14	31	42	#N/A	#N/A	3.473945409	7.692307692	10.42183623	#N/A	#N/A	68.12339332	31.10539846	43.92059553
Hamilton	AJD	1412	CINCINNATI
14-L	1	612	458	0.7484	1	132	314	0	0	240	172	0	160	254	0	0	0	0	0	0	0	11	46	44	#N/A	#N/A	2.401746725	10.04366812	9.6069869	#N/A	#N/A	70.24608501	29.53020134	37.55458515
Hamilton	AJF	1414	CINCINNATI
14-N	1	567	424	0.7478	0	88	307	0	0	267	125	0	122	272	0	0	0	0	0	0	0	29	32	30	#N/A	#N/A	6.839622642	7.547169811	7.075471698	#N/A	#N/A	77.72151899	22.27848101	29.48113208
Hamilton	AJG	1415	CINCINNATI
14-O	1	602	457	0.7591	1	170	280	0	0	213	215	0	192	222	0	0	0	0	0	0	0	6	29	43	#N/A	#N/A	1.312910284	6.345733042	9.409190372	#N/A	#N/A	62.08425721	37.6940133	47.04595186
Hamilton	AJN	1501	CINCINNATI
15-A	1	602	361	0.5997	1	83	247	0	0	213	112	0	107	221	0	0	0	0	0	0	0	30	36	33	#N/A	#N/A	8.310249307	9.972299169	9.141274238	#N/A	#N/A	74.6223565	25.0755287	31.02493075
Hamilton	AJO	1502	CINCINNATI
15-B	1	635	430	0.6772	3	76	341	0	0	277	113	0	110	274	0	0	0	0	0	0	0	10	40	46	#N/A	#N/A	2.325581395	9.302325581	10.69767442	#N/A	#N/A	81.19047619	18.0952381	26.27906977
Hamilton	AJP	1503	CINCINNATI
15-C	1	625	441	0.7056	0	12	417	1	0	327	59	0	45	346	0	0	0	0	0	0	0	11	55	50	#N/A	#N/A	2.494331066	12.47165533	11.33786848	#N/A	#N/A	96.97674419	2.790697674	13.37868481
Hamilton	AJQ	1504	CINCINNATI
15-D	1	552	373	0.6757	0	17	337	0	0	260	71	0	56	266	0	0	0	0	0	0	0	19	42	51	#N/A	#N/A	5.09383378	11.26005362	13.67292225	#N/A	#N/A	95.19774011	4.802259887	19.03485255
Hamilton	AJR	1505	CINCINNATI
15-E	1	678	441	0.6504	4	61	372	0	0	312	108	0	82	331	0	0	0	0	0	0	0	4	21	28	#N/A	#N/A	0.907029478	4.761904762	6.349206349	#N/A	#N/A	85.12585812	13.95881007	24.48979592
Hamilton	AJS	1506	CINCINNATI
15-F	1	687	510	0.7424	4	145	339	0	4	263	196	0	175	290	0	0	0	0	0	0	0	22	51	45	#N/A	#N/A	4.31372549	10	8.823529412	#N/A	#N/A	68.90243902	29.47154472	38.43137255
Hamilton	AJT	1507	CINCINNATI
15-G	1	664	526	0.7922	1	98	417	0	0	329	164	0	143	341	0	0	0	0	0	0	0	10	33	42	#N/A	#N/A	1.901140684	6.273764259	7.984790875	#N/A	#N/A	80.81395349	18.99224806	31.17870722
Hamilton	AJU	1508	CINCINNATI
15-H	1	621	413	0.6651	3	79	326	0	0	283	97	0	92	294	0	0	0	0	0	0	0	5	33	27	#N/A	#N/A	1.210653753	7.99031477	6.537530266	#N/A	#N/A	79.90196078	19.3627451	23.48668281
Hamilton	AJV	1509	CINCINNATI
15-I	1	554	371	0.6697	1	88	277	0	2	234	115	0	101	241	0	0	0	0	0	0	0	5	22	29	#N/A	#N/A	1.347708895	5.929919137	7.81671159	#N/A	#N/A	75.27173913	23.91304348	30.99730458
Hamilton	AJW	1510	CINCINNATI
15-J	1	524	412	0.7863	3	103	302	1	0	253	140	0	135	254	0	0	0	0	0	0	0	3	19	23	#N/A	#N/A	0.72815534	4.611650485	5.582524272	#N/A	#N/A	73.83863081	25.18337408	33.98058252
Hamilton	AJX	1511	CINCINNATI
15-K	1	562	495	0.8808	1	176	311	1	0	259	218	0	195	285	0	0	0	0	0	0	0	6	18	15	#N/A	#N/A	1.212121212	3.636363636	3.03030303	#N/A	#N/A	63.599182	35.99182004	44.04040404
Hamilton	AJY	1512	CINCINNATI
15-L	1	410	286	0.6976	0	8	267	3	0	204	48	0	47	197	0	0	0	0	0	0	0	8	34	42	#N/A	#N/A	2.797202797	11.88811189	14.68531469	#N/A	#N/A	96.04316547	2.877697842	16.78321678
Hamilton	AJZ	1513	CINCINNATI
15-M	1	413	282	0.6828	1	60	219	0	0	185	87	0	72	193	0	0	0	0	0	0	0	2	10	17	#N/A	#N/A	0.709219858	3.546099291	6.028368794	#N/A	#N/A	78.21428571	21.42857143	30.85106383
Hamilton	AKA	1514	CINCINNATI
15-N	1	664	473	0.7123	2	69	391	1	0	319	118	0	96	340	0	0	0	0	0	0	0	10	36	37	#N/A	#N/A	2.114164905	7.610993658	7.822410148	#N/A	#N/A	84.44924406	14.90280778	24.94714588
Hamilton	AKB	1515	CINCINNATI
15-O	1	585	441	0.7538	2	74	356	0	0	287	142	0	103	318	0	0	0	0	0	0	0	9	12	20	#N/A	#N/A	2.040816327	2.721088435	4.535147392	#N/A	#N/A	82.40740741	17.12962963	32.19954649
Hamilton	AKC	1516	CINCINNATI
15-P	1	570	415	0.7281	1	24	361	0	0	314	59	0	56	314	0	0	0	0	0	0	0	29	42	45	#N/A	#N/A	6.987951807	10.12048193	10.84337349	#N/A	#N/A	93.52331606	6.21761658	14.21686747
Hamilton	AKD	1517	CINCINNATI
15-Q	1	567	438	0.7725	2	89	332	1	0	278	129	0	119	284	0	0	0	0	0	0	0	14	31	35	#N/A	#N/A	3.196347032	7.077625571	7.99086758	#N/A	#N/A	78.30188679	20.99056604	29.45205479
Hamilton	AKE	1518	CINCINNATI
15-R	1	553	365	0.66	0	106	252	2	0	209	137	0	121	224	0	0	0	0	0	0	0	5	19	20	#N/A	#N/A	1.369863014	5.205479452	5.479452055	#N/A	#N/A	70	29.44444444	37.53424658
Hamilton	AKF	1519	CINCINNATI
15-S	1	792	599	0.7563	1	42	550	1	2	425	109	0	103	431	0	0	0	0	0	0	0	5	65	65	#N/A	#N/A	0.834724541	10.85141903	10.85141903	#N/A	#N/A	92.28187919	7.046979866	18.19699499
Hamilton	AKJ	1601	CINCINNATI
16-A	1	851	591	0.6945	2	98	466	1	0	359	159	0	144	368	0	0	0	0	0	0	0	24	73	79	#N/A	#N/A	4.060913706	12.35194585	13.36717428	#N/A	#N/A	82.18694885	17.28395062	26.9035533
Hamilton	AKK	1701	CINCINNATI
17-A	1	309	176	0.5696	0	4	137	0	0	117	30	0	33	113	0	0	0	0	0	0	0	35	29	30	#N/A	#N/A	19.88636364	16.47727273	17.04545455	#N/A	#N/A	97.16312057	2.836879433	17.04545455
Hamilton	AKL	1702	CINCINNATI
17-B	1	762	351	0.4606	2	42	294	0	0	209	84	0	89	201	0	0	0	0	0	0	0	13	58	61	#N/A	#N/A	3.703703704	16.52421652	17.37891738	#N/A	#N/A	86.98224852	12.4260355	23.93162393
Hamilton	AKM	1703	CINCINNATI
17-C	1	332	225	0.6777	0	4	218	0	0	156	34	0	26	166	0	0	0	0	0	0	0	3	35	33	#N/A	#N/A	1.333333333	15.55555556	14.66666667	#N/A	#N/A	98.1981982	1.801801802	15.11111111
Hamilton	AKN	1704	CINCINNATI
17-D	1	1047	301	0.2875	1	20	265	1	0	181	60	0	55	178	0	0	0	0	0	0	0	14	60	68	#N/A	#N/A	4.651162791	19.93355482	22.59136213	#N/A	#N/A	92.33449477	6.968641115	19.93355482
Hamilton	AKO	1705	CINCINNATI
17-E	1	257	164	0.6381	0	3	155	0	0	113	17	0	20	113	0	0	0	0	0	0	0	6	34	31	#N/A	#N/A	3.658536585	20.73170732	18.90243902	#N/A	#N/A	98.10126582	1.898734177	10.36585366
Hamilton	AKP	1706	CINCINNATI
17-F	1	448	350	0.7813	0	9	316	0	0	275	38	0	39	264	0	0	0	0	0	0	0	25	37	47	#N/A	#N/A	7.142857143	10.57142857	13.42857143	#N/A	#N/A	97.23076923	2.769230769	10.85714286
Hamilton	AKQ	1707	CINCINNATI
17-G	1	142	80	0.5634	0	0	76	0	0	58	10	0	13	52	0	0	0	0	0	0	0	4	12	15	#N/A	#N/A	5	15	18.75	#N/A	#N/A	100	0	12.5
Hamilton	AKR	1708	CINCINNATI
17-H	1	727	518	0.7125	0	60	450	0	0	331	123	0	98	340	0	0	0	0	0	0	0	8	64	80	#N/A	#N/A	1.544401544	12.35521236	15.44401544	#N/A	#N/A	88.23529412	11.76470588	23.74517375
Hamilton	AKS	1801	CINCINNATI
18-A	1	539	334	0.6197	1	10	307	2	0	242	58	0	46	254	0	0	0	0	0	0	0	14	34	34	#N/A	#N/A	4.191616766	10.17964072	10.17964072	#N/A	#N/A	95.9375	3.125	17.36526946
Hamilton	AKT	1802	CINCINNATI
18-B	1	665	349	0.5248	1	18	307	0	0	222	60	0	61	217	0	0	0	0	0	0	0	23	67	71	#N/A	#N/A	6.59025788	19.19770774	20.34383954	#N/A	#N/A	94.17177914	5.521472393	17.19197708
Hamilton	AKU	1803	CINCINNATI
18-C	1	496	301	0.6069	0	8	274	0	0	236	31	0	37	238	0	0	0	0	0	0	0	19	34	26	#N/A	#N/A	6.312292359	11.29568106	8.637873754	#N/A	#N/A	97.16312057	2.836879433	10.29900332
Hamilton	AKV	1804	CINCINNATI
18-D	1	235	129	0.5489	0	3	121	0	0	92	21	0	19	92	0	0	0	0	0	0	0	5	16	18	#N/A	#N/A	3.875968992	12.40310078	13.95348837	#N/A	#N/A	97.58064516	2.419354839	16.27906977
Hamilton	AKW	1901	CINCINNATI
19-A	1	525	410	0.781	0	283	125	1	0	89	294	0	306	90	0	0	0	0	0	0	0	1	27	14	#N/A	#N/A	0.243902439	6.585365854	3.414634146	#N/A	#N/A	30.56234719	69.19315403	71.70731707
Hamilton	AKX	1902	CINCINNATI
19-B	1	440	281	0.6386	2	138	131	1	0	96	159	0	169	95	0	0	0	0	0	0	0	9	26	17	#N/A	#N/A	3.202846975	9.252669039	6.049822064	#N/A	#N/A	48.16176471	50.73529412	56.58362989
Hamilton	AKY	1903	CINCINNATI
19-C	1	568	411	0.7236	2	243	162	0	0	117	273	0	286	113	0	0	0	0	0	0	0	4	21	12	#N/A	#N/A	0.97323601	5.109489051	2.919708029	#N/A	#N/A	39.8034398	59.70515971	66.42335766
Hamilton	AKZ	1904	CINCINNATI
19-D	1	615	487	0.7902	2	332	136	1	0	88	376	0	379	86	0	0	0	0	0	0	0	16	23	22	#N/A	#N/A	3.285420945	4.722792608	4.517453799	#N/A	#N/A	28.87473461	70.48832272	77.2073922
Hamilton	ALA	1905	CINCINNATI
19-E	1	604	336	0.5563	0	171	156	0	0	113	193	0	197	119	0	0	0	0	0	0	0	9	30	20	#N/A	#N/A	2.678571429	8.928571429	5.952380952	#N/A	#N/A	47.70642202	52.29357798	57.44047619
Hamilton	ALB	1906	CINCINNATI
19-F	1	479	234	0.4885	2	80	144	0	0	101	101	0	111	93	0	0	0	0	0	0	0	8	32	30	#N/A	#N/A	3.418803419	13.67521368	12.82051282	#N/A	#N/A	63.71681416	35.39823009	43.16239316
Hamilton	ALC	1907	CINCINNATI
19-G	1	374	209	0.5588	0	101	102	1	0	65	125	0	129	63	0	0	0	0	0	0	0	5	19	17	#N/A	#N/A	2.392344498	9.090909091	8.133971292	#N/A	#N/A	50	49.50980392	59.80861244
Hamilton	ALD	1908	CINCINNATI
19-H	1	559	415	0.7424	0	284	118	1	0	93	307	0	320	87	0	0	0	0	0	0	0	12	15	8	#N/A	#N/A	2.891566265	3.614457831	1.927710843	#N/A	#N/A	29.28039702	70.47146402	73.97590361
Hamilton	ALE	2001	CINCINNATI
20-A	1	630	353	0.5603	1	112	221	1	0	168	156	0	178	139	0	0	0	0	0	0	0	18	29	36	#N/A	#N/A	5.099150142	8.21529745	10.19830028	#N/A	#N/A	65.97014925	33.43283582	44.19263456
Hamilton	ALF	2002	CINCINNATI
20-B	1	633	413	0.6524	1	185	217	0	0	159	224	0	213	166	0	0	0	0	0	0	0	10	30	34	#N/A	#N/A	2.421307506	7.263922518	8.232445521	#N/A	#N/A	53.84615385	45.9057072	54.23728814
Hamilton	ALG	2003	CINCINNATI
20-C	1	649	454	0.6995	2	181	264	1	0	193	230	0	218	200	0	0	0	0	0	0	0	6	31	36	#N/A	#N/A	1.321585903	6.828193833	7.929515419	#N/A	#N/A	58.92857143	40.40178571	50.66079295
Hamilton	ALH	2004	CINCINNATI
20-D	1	562	332	0.5907	0	116	205	1	0	150	153	0	149	145	0	0	0	0	0	0	0	10	29	38	#N/A	#N/A	3.012048193	8.734939759	11.44578313	#N/A	#N/A	63.66459627	36.02484472	46.08433735
Hamilton	ALI	2005	CINCINNATI
20-E	1	648	403	0.6219	1	155	240	1	0	184	186	0	202	174	0	0	0	0	0	0	0	6	33	27	#N/A	#N/A	1.488833747	8.188585608	6.699751861	#N/A	#N/A	60.4534005	39.04282116	46.15384615
Hamilton	ALJ	2006	CINCINNATI
20-F	1	585	332	0.5675	2	131	188	0	0	163	153	0	154	164	0	0	0	0	0	0	0	11	16	14	#N/A	#N/A	3.313253012	4.819277108	4.21686747	#N/A	#N/A	58.56697819	40.80996885	46.08433735
Hamilton	ALK	2007	CINCINNATI
20-G	1	629	350	0.5564	0	107	236	2	0	153	155	0	155	160	0	0	0	0	0	0	0	5	42	35	#N/A	#N/A	1.428571429	12	10	#N/A	#N/A	68.4057971	31.01449275	44.28571429
Hamilton	ALL	2008	CINCINNATI
20-H	1	587	372	0.6337	2	145	221	1	0	161	183	0	180	163	0	0	0	0	0	0	0	3	28	29	#N/A	#N/A	0.806451613	7.52688172	7.795698925	#N/A	#N/A	59.89159892	39.29539295	49.19354839
Hamilton	ALM	2009	CINCINNATI
20-I	1	542	346	0.6384	0	170	165	0	2	115	202	0	197	115	0	0	0	0	0	0	0	11	29	34	#N/A	#N/A	3.179190751	8.38150289	9.826589595	#N/A	#N/A	48.96142433	50.44510386	58.38150289
Hamilton	ALN	2010	CINCINNATI
20-J	1	586	385	0.657	2	188	190	0	0	137	232	0	223	144	0	0	0	0	0	0	0	5	16	18	#N/A	#N/A	1.298701299	4.155844156	4.675324675	#N/A	#N/A	50	49.47368421	60.25974026
Hamilton	ALO	2011	CINCINNATI
20-K	1	402	194	0.4826	0	39	140	0	0	119	56	0	71	111	0	0	0	0	0	0	0	15	19	12	#N/A	#N/A	7.731958763	9.793814433	6.18556701	#N/A	#N/A	78.2122905	21.7877095	28.86597938
Hamilton	ALP	2012	CINCINNATI
20-L	1	492	327	0.6646	0	112	204	1	0	141	149	0	143	148	0	0	0	0	0	0	0	10	37	36	#N/A	#N/A	3.058103976	11.31498471	11.00917431	#N/A	#N/A	64.3533123	35.33123028	45.56574924
Hamilton	ALR	2101	CINCINNATI
21-A	1	600	384	0.64	1	96	272	4	0	210	128	0	141	207	0	0	0	0	0	0	0	11	46	36	#N/A	#N/A	2.864583333	11.97916667	9.375	#N/A	#N/A	72.92225201	25.73726542	33.33333333
Hamilton	ALS	2102	CINCINNATI
21-B	1	448	269	0.6004	2	56	205	0	0	139	93	0	88	148	0	0	0	0	0	0	0	6	37	33	#N/A	#N/A	2.230483271	13.75464684	12.26765799	#N/A	#N/A	77.94676806	21.29277567	34.57249071
Hamilton	ALT	2103	CINCINNATI
21-C	1	260	150	0.5769	1	46	100	0	0	82	61	0	69	71	0	0	0	0	0	0	0	3	7	10	#N/A	#N/A	2	4.666666667	6.666666667	#N/A	#N/A	68.02721088	31.29251701	40.66666667
Hamilton	ALU	2104	CINCINNATI
21-D	1	563	291	0.5169	0	67	189	0	0	162	109	0	101	159	0	0	0	0	0	0	0	35	20	31	#N/A	#N/A	12.02749141	6.872852234	10.65292096	#N/A	#N/A	73.828125	26.171875	37.45704467
Hamilton	ALV	2105	CINCINNATI
21-E	1	551	345	0.6261	1	17	305	1	0	251	62	0	51	248	0	0	0	0	0	0	0	21	32	46	#N/A	#N/A	6.086956522	9.275362319	13.33333333	#N/A	#N/A	94.13580247	5.24691358	17.97101449
Hamilton	ALW	2106	CINCINNATI
21-F	1	417	181	0.4341	0	8	168	0	0	125	26	0	35	114	0	0	0	0	0	0	0	5	30	32	#N/A	#N/A	2.762430939	16.57458564	17.67955801	#N/A	#N/A	95.45454545	4.545454545	14.36464088
Hamilton	ALX	2107	CINCINNATI
21-G	1	576	361	0.6267	1	155	197	1	0	146	182	0	194	145	0	0	0	0	0	0	0	7	33	22	#N/A	#N/A	1.939058172	9.141274238	6.094182825	#N/A	#N/A	55.64971751	43.78531073	50.41551247
Hamilton	ALY	2108	CINCINNATI
21-H	1	478	243	0.5084	0	70	170	0	0	123	96	0	101	121	0	0	0	0	0	0	0	3	24	21	#N/A	#N/A	1.234567901	9.87654321	8.641975309	#N/A	#N/A	70.83333333	29.16666667	39.50617284
Hamilton	ALZ	2109	CINCINNATI
21-I	1	632	325	0.5142	0	40	259	2	0	205	86	0	81	212	0	0	0	0	0	0	0	24	34	32	#N/A	#N/A	7.384615385	10.46153846	9.846153846	#N/A	#N/A	86.04651163	13.28903654	26.46153846
Hamilton	AMA	2110	CINCINNATI
21-J	1	566	305	0.5389	1	124	175	2	0	135	154	0	154	130	0	0	0	0	0	0	0	3	16	21	#N/A	#N/A	0.983606557	5.245901639	6.885245902	#N/A	#N/A	57.94701987	41.05960265	50.49180328
Hamilton	BPX	2111	CINCINNATI
21-K	1	508	293	0.5768	1	22	258	0	0	195	62	0	67	184	0	0	0	0	0	0	0	12	36	42	#N/A	#N/A	4.09556314	12.28668942	14.33447099	#N/A	#N/A	91.81494662	7.829181495	21.16040956
Hamilton	AMB	2201	CINCINNATI
22-A	1	694	461	0.6643	3	94	352	0	0	275	140	0	151	271	0	0	0	0	0	0	0	12	46	39	#N/A	#N/A	2.603036876	9.978308026	8.459869848	#N/A	#N/A	78.39643653	20.93541203	30.36876356
Hamilton	AMC	2202	CINCINNATI
22-B	1	599	349	0.5826	1	98	233	2	0	189	124	0	120	195	0	0	0	0	0	0	0	15	36	34	#N/A	#N/A	4.297994269	10.31518625	9.742120344	#N/A	#N/A	69.76047904	29.34131737	35.53008596
Hamilton	AMD	2203	CINCINNATI
22-C	1	589	359	0.6095	0	13	303	0	0	277	42	0	56	266	0	0	0	0	0	0	0	43	40	37	#N/A	#N/A	11.97771588	11.14206128	10.30640669	#N/A	#N/A	95.88607595	4.113924051	11.69916435
Hamilton	AME	2204	CINCINNATI
22-D	1	717	488	0.6806	0	17	455	0	2	364	73	0	63	375	0	0	0	0	0	0	0	16	51	50	#N/A	#N/A	3.278688525	10.45081967	10.24590164	#N/A	#N/A	95.99156118	3.58649789	14.95901639
Hamilton	AMF	2205	CINCINNATI
22-E	1	684	448	0.655	3	65	373	0	0	284	124	0	99	303	0	0	0	0	0	0	0	7	40	46	#N/A	#N/A	1.5625	8.928571429	10.26785714	#N/A	#N/A	84.58049887	14.73922902	27.67857143
Hamilton	BPY	2206	CINCINNATI
22-F	1	830	467	0.5627	1	22	425	0	0	318	80	0	90	300	0	0	0	0	0	0	0	19	69	77	#N/A	#N/A	4.068522484	14.7751606	16.4882227	#N/A	#N/A	94.86607143	4.910714286	17.13062099
Hamilton	AMG	2301	CINCINNATI
23-A	1	544	380	0.6985	3	133	237	3	0	178	164	0	156	193	0	0	0	0	0	0	0	4	38	31	#N/A	#N/A	1.052631579	10	8.157894737	#N/A	#N/A	63.03191489	35.37234043	43.15789474
Hamilton	AMI	2302	CINCINNATI
23-B	1	463	321	0.6933	2	63	236	1	0	189	108	0	97	203	0	0	0	0	0	0	0	19	24	21	#N/A	#N/A	5.919003115	7.476635514	6.542056075	#N/A	#N/A	78.14569536	20.86092715	33.64485981
Hamilton	AMK	2303	CINCINNATI
23-C	1	449	364	0.8107	1	72	279	0	1	244	92	0	88	244	0	0	0	0	0	0	0	12	28	32	#N/A	#N/A	3.296703297	7.692307692	8.791208791	#N/A	#N/A	79.0368272	20.39660057	25.27472527
Hamilton	AMM	2304	CINCINNATI
23-D	1	657	492	0.7489	3	105	378	1	0	323	138	0	133	340	0	0	0	0	0	0	0	5	31	19	#N/A	#N/A	1.016260163	6.300813008	3.861788618	#N/A	#N/A	77.61806982	21.56057495	28.04878049
Hamilton	AMO	2305	CINCINNATI
23-E	1	549	415	0.7559	0	25	373	1	0	288	70	0	65	283	0	0	0	0	0	0	0	16	57	67	#N/A	#N/A	3.855421687	13.73493976	16.14457831	#N/A	#N/A	93.48370927	6.26566416	16.86746988
Hamilton	AMQ	2306	CINCINNATI
23-F	1	643	467	0.7263	1	100	358	0	0	289	151	0	125	314	0	0	0	0	0	0	0	8	27	28	#N/A	#N/A	1.713062099	5.781584582	5.995717345	#N/A	#N/A	77.9956427	21.78649237	32.33404711
Hamilton	AMS	2307	CINCINNATI
23-G	1	607	439	0.7232	0	81	327	1	0	269	133	0	117	282	0	0	0	0	0	0	0	30	37	40	#N/A	#N/A	6.833712984	8.428246014	9.111617312	#N/A	#N/A	79.95110024	19.80440098	30.29612756
Hamilton	AMU	2308	CINCINNATI
23-H	1	579	503	0.8687	1	245	249	0	0	198	280	0	275	203	0	0	0	0	0	0	0	8	25	25	#N/A	#N/A	1.590457256	4.970178926	4.970178926	#N/A	#N/A	50.3030303	49.49494949	55.66600398
Hamilton	AMW	2309	CINCINNATI
23-I	1	661	537	0.8124	1	263	267	0	0	210	297	0	287	215	0	0	0	0	0	0	0	6	30	35	#N/A	#N/A	1.117318436	5.586592179	6.517690875	#N/A	#N/A	50.28248588	49.52919021	55.30726257
Hamilton	AMY	2310	CINCINNATI
23-J	1	733	489	0.6671	0	151	328	0	0	248	192	0	198	247	0	0	0	0	0	0	0	10	49	44	#N/A	#N/A	2.044989775	10.0204499	8.99795501	#N/A	#N/A	68.47599165	31.52400835	39.26380368
Hamilton	ANA	2311	CINCINNATI
23-K	1	530	427	0.8057	0	165	256	0	0	201	198	0	190	209	0	0	0	0	0	0	0	6	28	28	#N/A	#N/A	1.405152225	6.557377049	6.557377049	#N/A	#N/A	60.80760095	39.19239905	46.37002342
Hamilton	ANB	2312	CINCINNATI
23-L	1	582	400	0.6873	1	181	197	2	0	164	210	0	220	158	0	0	0	0	0	0	0	19	26	22	#N/A	#N/A	4.75	6.5	5.5	#N/A	#N/A	51.70603675	47.50656168	52.5
Hamilton	ANC	2313	CINCINNATI
23-M	1	538	413	0.7658	2	162	234	1	0	173	201	0	182	189	0	0	0	0	0	0	0	14	39	42	#N/A	#N/A	3.389830508	9.443099274	10.16949153	#N/A	#N/A	58.64661654	40.60150376	48.66828087
Hamilton	AND	2314	CINCINNATI
23-N	1	540	395	0.7315	0	147	234	2	2	181	188	0	183	189	0	0	0	0	0	0	0	12	26	23	#N/A	#N/A	3.037974684	6.582278481	5.82278481	#N/A	#N/A	60.77922078	38.18181818	47.59493671
Hamilton	ANE	2315	CINCINNATI
23-O	1	551	410	0.7441	1	57	339	3	0	263	103	0	90	263	0	0	0	0	0	0	0	10	44	57	#N/A	#N/A	2.43902439	10.73170732	13.90243902	#N/A	#N/A	84.75	14.25	25.12195122
Hamilton	ANF	2316	CINCINNATI
23-P	1	864	716	0.8287	1	327	375	0	0	297	376	0	373	304	0	0	0	0	0	0	0	13	43	39	#N/A	#N/A	1.815642458	6.005586592	5.446927374	#N/A	#N/A	53.3428165	46.51493599	52.51396648
Hamilton	ANG	2317	CINCINNATI
23-Q	1	634	528	0.8328	0	156	355	0	0	284	217	0	197	304	0	0	0	0	0	0	0	17	27	27	#N/A	#N/A	3.21969697	5.113636364	5.113636364	#N/A	#N/A	69.47162427	30.52837573	41.09848485
Hamilton	ANH	2318	CINCINNATI
23-R	1	564	401	0.711	0	117	273	1	0	220	154	0	143	227	0	0	0	0	0	0	0	10	27	31	#N/A	#N/A	2.493765586	6.733167082	7.730673317	#N/A	#N/A	69.82097187	29.92327366	38.40399002
Hamilton	ANI	2319	CINCINNATI
23-S	1	701	458	0.6534	1	103	344	0	0	268	136	0	133	270	0	0	0	0	0	0	0	10	54	55	#N/A	#N/A	2.183406114	11.79039301	12.00873362	#N/A	#N/A	76.78571429	22.99107143	29.69432314
Hamilton	ANJ	2320	CINCINNATI
23-T	1	855	518	0.6058	1	43	464	0	0	359	92	0	96	364	0	0	0	0	0	0	0	10	67	58	#N/A	#N/A	1.930501931	12.93436293	11.1969112	#N/A	#N/A	91.33858268	8.464566929	17.76061776
Hamilton	ANK	2321	CINCINNATI
23-U	1	589	463	0.7861	1	80	367	2	0	290	131	0	133	288	0	0	0	0	0	0	0	13	42	42	#N/A	#N/A	2.807775378	9.071274298	9.071274298	#N/A	#N/A	81.55555556	17.77777778	28.2937365
Hamilton	ANL	2322	CINCINNATI
23-V	1	678	440	0.649	1	57	345	1	0	285	121	0	118	294	0	0	0	0	0	0	0	36	34	28	#N/A	#N/A	8.181818182	7.727272727	6.363636364	#N/A	#N/A	85.3960396	14.10891089	27.5
Hamilton	ANM	2323	CINCINNATI
23-W	1	360	272	0.7556	1	107	158	0	0	130	127	0	119	134	0	0	0	0	0	0	0	6	15	19	#N/A	#N/A	2.205882353	5.514705882	6.985294118	#N/A	#N/A	59.39849624	40.22556391	46.69117647
Hamilton	ANN	2324	CINCINNATI
23-X	1	503	345	0.6859	0	51	282	2	0	217	89	0	75	233	0	0	0	0	0	0	0	10	39	37	#N/A	#N/A	2.898550725	11.30434783	10.72463768	#N/A	#N/A	84.17910448	15.2238806	25.79710145
Hamilton	ANO	2325	CINCINNATI
23-Y	1	583	470	0.8062	1	181	278	4	0	231	212	0	203	230	0	0	0	0	0	0	0	6	27	37	#N/A	#N/A	1.276595745	5.744680851	7.872340426	#N/A	#N/A	59.9137931	39.00862069	45.10638298
Hamilton	ANP	2326	CINCINNATI
23-Z	1	577	457	0.792	1	280	158	0	0	111	301	0	294	113	0	0	0	0	0	0	0	18	45	50	#N/A	#N/A	3.938730853	9.846827133	10.94091904	#N/A	#N/A	35.99088838	63.78132118	65.8643326
Hamilton	AMH	2327	CINCINNATI
23-AA	1	546	435	0.7967	2	253	168	0	0	111	296	0	304	110	0	0	0	0	0	0	0	12	28	21	#N/A	#N/A	2.75862069	6.436781609	4.827586207	#N/A	#N/A	39.71631206	59.8108747	68.04597701
Hamilton	AMJ	2328	CINCINNATI
23-BB	1	585	455	0.7778	0	25	422	0	0	306	83	0	75	316	0	0	0	0	0	0	0	8	66	64	#N/A	#N/A	1.758241758	14.50549451	14.06593407	#N/A	#N/A	94.40715884	5.592841163	18.24175824
Hamilton	AML	2329	CINCINNATI
23-CC	1	445	288	0.6472	3	62	217	0	0	188	84	0	80	194	0	0	0	0	0	0	0	6	16	14	#N/A	#N/A	2.083333333	5.555555556	4.861111111	#N/A	#N/A	76.95035461	21.9858156	29.16666667
Hamilton	AMN	2330	CINCINNATI
23-DD	1	573	451	0.7871	2	97	342	4	0	267	137	0	132	276	0	0	0	0	0	0	0	6	47	43	#N/A	#N/A	1.33037694	10.42128603	9.534368071	#N/A	#N/A	76.85393258	21.79775281	30.37694013
Hamilton	AMP	2331	CINCINNATI
23-EE	1	637	516	0.81	1	215	293	0	0	222	258	0	243	235	0	0	0	0	0	0	0	7	36	38	#N/A	#N/A	1.356589147	6.976744186	7.364341085	#N/A	#N/A	57.56385069	42.23968566	50
Hamilton	AMR	2332	CINCINNATI
23-FF	1	425	362	0.8518	1	145	207	1	0	173	173	0	164	180	0	0	0	0	0	0	0	8	16	18	#N/A	#N/A	2.209944751	4.419889503	4.972375691	#N/A	#N/A	58.47457627	40.96045198	47.79005525
Hamilton	ANQ	2401	CINCINNATI
24-A	1	656	490	0.747	1	63	409	1	0	331	119	0	118	327	0	0	0	0	0	0	0	16	40	45	#N/A	#N/A	3.265306122	8.163265306	9.183673469	#N/A	#N/A	86.28691983	13.29113924	24.28571429
Hamilton	ANR	2402	CINCINNATI
24-B	1	652	483	0.7408	0	124	353	0	0	283	162	0	162	284	0	0	0	0	0	0	0	6	38	37	#N/A	#N/A	1.242236025	7.867494824	7.660455487	#N/A	#N/A	74.00419287	25.99580713	33.54037267
Hamilton	ANS	2403	CINCINNATI
24-C	1	718	605	0.8426	0	36	549	0	0	444	100	0	85	440	0	0	0	0	0	0	0	20	61	80	#N/A	#N/A	3.305785124	10.08264463	13.2231405	#N/A	#N/A	93.84615385	6.153846154	16.52892562
Hamilton	ANT	2404	CINCINNATI
24-D	1	652	468	0.7178	2	286	173	1	0	132	307	0	307	130	0	0	0	0	0	0	0	6	29	31	#N/A	#N/A	1.282051282	6.196581197	6.623931624	#N/A	#N/A	37.44588745	61.9047619	65.5982906
Hamilton	ANU	2405	CINCINNATI
24-E	1	507	300	0.5917	1	51	216	0	0	192	87	0	87	184	0	0	0	0	0	0	0	32	21	29	#N/A	#N/A	10.66666667	7	9.666666667	#N/A	#N/A	80.59701493	19.02985075	29
Hamilton	ANV	2406	CINCINNATI
24-F	1	580	417	0.719	1	77	327	0	0	265	122	0	113	269	0	0	0	0	0	0	0	12	30	35	#N/A	#N/A	2.877697842	7.194244604	8.393285372	#N/A	#N/A	80.74074074	19.01234568	29.25659472
Hamilton	ANW	2407	CINCINNATI
24-G	1	457	313	0.6849	0	119	182	3	0	141	140	0	133	145	0	0	0	0	0	0	0	9	32	35	#N/A	#N/A	2.875399361	10.22364217	11.18210863	#N/A	#N/A	59.86842105	39.14473684	44.7284345
Hamilton	ANX	2408	CINCINNATI
24-H	1	721	483	0.6699	1	211	259	1	0	176	262	0	257	186	0	0	0	0	0	0	0	11	45	40	#N/A	#N/A	2.277432712	9.316770186	8.281573499	#N/A	#N/A	54.87288136	44.70338983	54.24430642
Hamilton	ANY	2409	CINCINNATI
24-I	1	269	162	0.6022	0	82	75	0	0	49	97	0	83	60	0	0	0	0	0	0	0	5	16	19	#N/A	#N/A	3.086419753	9.87654321	11.72839506	#N/A	#N/A	47.77070064	52.22929936	59.87654321
Hamilton	ANZ	2410	CINCINNATI
24-J	1	778	442	0.5681	0	21	367	1	0	304	88	0	77	320	0	0	0	0	0	0	0	53	50	45	#N/A	#N/A	11.99095023	11.31221719	10.18099548	#N/A	#N/A	94.34447301	5.398457584	19.90950226
Hamilton	AOA	2411	CINCINNATI
24-K	1	410	245	0.5976	1	77	161	0	0	125	102	0	95	120	0	0	0	0	0	0	0	6	18	30	#N/A	#N/A	2.448979592	7.346938776	12.24489796	#N/A	#N/A	67.36401674	32.21757322	41.63265306
Hamilton	AOB	2412	CINCINNATI
24-L	1	554	420	0.7581	1	191	212	6	0	147	229	0	215	162	0	0	0	0	0	0	0	10	44	43	#N/A	#N/A	2.380952381	10.47619048	10.23809524	#N/A	#N/A	51.70731707	46.58536585	54.52380952
Hamilton	AOC	2413	CINCINNATI
24-M	1	608	435	0.7138	0	242	189	0	0	141	267	0	250	145	0	0	0	0	0	0	0	4	27	40	#N/A	#N/A	0.91954023	6.206896552	9.195402299	#N/A	#N/A	43.85150812	56.14849188	61.37931034
Hamilton	AOD	2414	CINCINNATI
24-N	1	532	305	0.5733	1	4	290	1	0	231	33	0	35	217	0	0	0	0	0	0	0	9	41	53	#N/A	#N/A	2.950819672	13.44262295	17.37704918	#N/A	#N/A	97.97297297	1.351351351	10.81967213
Hamilton	AOE	2415	CINCINNATI
24-O	1	550	325	0.5909	0	13	288	0	0	223	54	0	47	221	0	0	0	0	0	0	0	24	48	57	#N/A	#N/A	7.384615385	14.76923077	17.53846154	#N/A	#N/A	95.68106312	4.318936877	16.61538462
Hamilton	AOF	2416	CINCINNATI
24-P	1	382	212	0.555	0	59	147	1	0	115	72	0	74	110	0	0	0	0	0	0	0	5	25	28	#N/A	#N/A	2.358490566	11.79245283	13.20754717	#N/A	#N/A	71.01449275	28.50241546	33.96226415
Hamilton	AOG	2417	CINCINNATI
24-Q	1	590	457	0.7746	1	143	300	0	0	207	194	0	185	210	0	0	0	0	0	0	0	13	56	62	#N/A	#N/A	2.84463895	12.25382932	13.56673961	#N/A	#N/A	67.56756757	32.20720721	42.45076586
Hamilton	AOH	2418	CINCINNATI
24-R	1	498	371	0.745	2	197	155	2	0	124	219	0	214	120	0	0	0	0	0	0	0	15	28	37	#N/A	#N/A	4.043126685	7.547169811	9.973045822	#N/A	#N/A	43.53932584	55.33707865	59.0296496
Hamilton	AOI	2501	CINCINNATI
25-A	1	928	561	0.6045	3	85	460	2	0	346	160	0	160	348	0	0	0	0	0	0	0	11	55	53	#N/A	#N/A	1.960784314	9.803921569	9.44741533	#N/A	#N/A	83.63636364	15.45454545	28.52049911
Hamilton	AOK	2502	CINCINNATI
25-B	1	585	375	0.641	0	140	209	1	0	169	177	0	182	169	0	0	0	0	0	0	0	25	29	24	#N/A	#N/A	6.666666667	7.733333333	6.4	#N/A	#N/A	59.71428571	40	47.2
Hamilton	AOM	2503	CINCINNATI
25-C	1	560	355	0.6339	3	152	192	1	0	142	195	0	202	136	0	0	0	0	0	0	0	7	18	17	#N/A	#N/A	1.971830986	5.070422535	4.788732394	#N/A	#N/A	55.17241379	43.67816092	54.92957746
Hamilton	AON	2504	CINCINNATI
25-D	1	616	451	0.7321	0	200	238	1	0	171	249	0	244	173	0	0	0	0	0	0	0	12	31	34	#N/A	#N/A	2.66075388	6.873614191	7.538802661	#N/A	#N/A	54.21412301	45.55808656	55.21064302
Hamilton	AOO	2505	CINCINNATI
25-E	1	640	364	0.5688	3	136	218	0	0	158	163	0	171	154	0	0	0	0	0	0	0	7	43	39	#N/A	#N/A	1.923076923	11.81318681	10.71428571	#N/A	#N/A	61.06442577	38.0952381	44.78021978
Hamilton	AOP	2506	CINCINNATI
25-F	1	631	529	0.8384	3	349	168	1	0	114	391	0	394	121	0	0	0	0	0	0	0	8	24	14	#N/A	#N/A	1.512287335	4.536862004	2.646502836	#N/A	#N/A	32.24568138	66.9865643	73.91304348
Hamilton	AOQ	2507	CINCINNATI
25-G	1	628	463	0.7373	2	256	189	0	0	145	289	0	309	137	0	0	0	0	0	0	0	16	29	17	#N/A	#N/A	3.455723542	6.26349892	3.671706263	#N/A	#N/A	42.28187919	57.27069351	62.41900648
Hamilton	AOR	2508	CINCINNATI
25-H	1	577	377	0.6534	0	124	247	0	0	177	171	0	167	182	0	0	0	0	0	0	0	6	29	28	#N/A	#N/A	1.591511936	7.692307692	7.427055703	#N/A	#N/A	66.57681941	33.42318059	45.35809019
Hamilton	AOS	2509	CINCINNATI
25-I	1	430	321	0.7465	1	203	110	1	1	75	231	0	250	65	0	0	0	0	0	0	0	6	15	6	#N/A	#N/A	1.869158879	4.672897196	1.869158879	#N/A	#N/A	34.81012658	64.24050633	71.96261682
Hamilton	AOT	2510	CINCINNATI
25-J	1	521	445	0.8541	1	306	131	0	0	92	325	0	326	102	0	0	0	0	0	0	0	7	28	17	#N/A	#N/A	1.573033708	6.292134831	3.820224719	#N/A	#N/A	29.9086758	69.8630137	73.03370787
Hamilton	AOU	2511	CINCINNATI
25-K	1	559	432	0.7728	2	274	152	0	0	112	299	0	313	106	0	0	0	0	0	0	0	4	21	13	#N/A	#N/A	0.925925926	4.861111111	3.009259259	#N/A	#N/A	35.51401869	64.01869159	69.21296296
Hamilton	AOV	2512	CINCINNATI
25-L	1	790	531	0.6709	2	241	253	2	0	194	292	0	295	180	0	0	0	0	0	0	0	33	45	56	#N/A	#N/A	6.214689266	8.474576271	10.54613936	#N/A	#N/A	50.80321285	48.3935743	54.9905838
Hamilton	AOW	2513	CINCINNATI
25-M	1	575	480	0.8348	3	306	162	2	0	113	346	0	338	127	0	0	0	0	0	0	0	7	21	15	#N/A	#N/A	1.458333333	4.375	3.125	#N/A	#N/A	34.24947146	64.69344609	72.08333333
Hamilton	AOX	2514	CINCINNATI
25-N	1	592	418	0.7061	2	259	150	4	0	115	276	0	290	106	0	0	0	0	0	0	0	3	27	22	#N/A	#N/A	0.717703349	6.459330144	5.263157895	#N/A	#N/A	36.14457831	62.40963855	66.02870813
Hamilton	AOY	2515	CINCINNATI
25-O	1	529	360	0.6805	1	192	157	2	0	117	223	0	229	110	0	0	0	0	0	0	0	8	20	21	#N/A	#N/A	2.222222222	5.555555556	5.833333333	#N/A	#N/A	44.60227273	54.54545455	61.94444444
Hamilton	AOZ	2516	CINCINNATI
25-P	1	585	398	0.6803	0	238	154	1	0	101	272	0	265	110	0	0	0	0	0	0	0	5	25	23	#N/A	#N/A	1.256281407	6.281407035	5.778894472	#N/A	#N/A	39.18575064	60.55979644	68.34170854
Hamilton	APA	2517	CINCINNATI
25-Q	1	599	336	0.5609	0	128	185	0	0	134	181	0	186	129	0	0	0	0	0	0	0	23	21	21	#N/A	#N/A	6.845238095	6.25	6.25	#N/A	#N/A	59.10543131	40.89456869	53.86904762
Hamilton	APB	2518	CINCINNATI
25-R	1	423	314	0.7423	1	176	134	1	0	85	216	0	211	90	0	0	0	0	0	0	0	2	13	13	#N/A	#N/A	0.636942675	4.140127389	4.140127389	#N/A	#N/A	42.94871795	56.41025641	68.78980892
Hamilton	APC	2519	CINCINNATI
25-S	1	551	446	0.8094	2	293	143	2	0	90	329	0	349	74	0	0	0	0	0	0	0	6	27	23	#N/A	#N/A	1.34529148	6.053811659	5.156950673	#N/A	#N/A	32.5	66.59090909	73.76681614
Hamilton	APD	2520	CINCINNATI
25-T	1	370	270	0.7297	2	146	117	0	0	76	180	0	181	75	0	0	0	0	0	0	0	5	14	14	#N/A	#N/A	1.851851852	5.185185185	5.185185185	#N/A	#N/A	44.1509434	55.09433962	66.66666667
Hamilton	APE	2521	CINCINNATI
25-U	1	549	426	0.776	1	255	166	0	0	119	283	0	289	120	0	0	0	0	0	0	0	4	24	17	#N/A	#N/A	0.938967136	5.633802817	3.990610329	#N/A	#N/A	39.33649289	60.42654028	66.43192488
Hamilton	APF	2522	CINCINNATI
25-V	1	466	384	0.824	0	203	167	0	0	114	245	0	260	110	0	0	0	0	0	0	0	14	25	14	#N/A	#N/A	3.645833333	6.510416667	3.645833333	#N/A	#N/A	45.13513514	54.86486486	63.80208333
Hamilton	APG	2523	CINCINNATI
25-W	1	610	441	0.723	0	226	203	2	0	138	278	0	278	138	0	0	0	0	0	0	0	10	25	25	#N/A	#N/A	2.267573696	5.66893424	5.66893424	#N/A	#N/A	47.09976798	52.4361949	63.03854875
Hamilton	APK	2601	CINCINNATI
26-A	1	632	498	0.769	1	293	196	1	0	132	327	0	338	136	0	0	0	0	0	0	0	7	39	24	#N/A	#N/A	1.40562249	7.831325301	4.819277108	#N/A	#N/A	39.9185336	59.67413442	65.6626506
Hamilton	APM	2602	CINCINNATI
26-B	1	231	170	0.7879	2	66	98	0	0	77	95	0	101	74	0	0	0	0	0	0	0	4	-2	-5	#N/A	#N/A	2.352941176	-1.176470588	-2.941176471	#N/A	#N/A	59.03614458	39.75903614	55.88235294
Hamilton	APO	2603	CINCINNATI
26-C	1	630	478	0.7587	0	256	213	1	0	162	284	0	297	162	0	0	0	0	0	0	0	8	32	19	#N/A	#N/A	1.673640167	6.694560669	3.974895397	#N/A	#N/A	45.31914894	54.46808511	59.41422594
Hamilton	APQ	2604	CINCINNATI
26-D	1	621	319	0.5137	1	31	248	0	0	212	60	0	58	214	0	0	0	0	0	0	0	39	47	47	#N/A	#N/A	12.22570533	14.73354232	14.73354232	#N/A	#N/A	88.57142857	11.07142857	18.80877743
Hamilton	APS	2605	CINCINNATI
26-E	1	595	407	0.684	0	67	322	0	0	257	108	0	108	257	0	0	0	0	0	0	0	18	42	42	#N/A	#N/A	4.422604423	10.31941032	10.31941032	#N/A	#N/A	82.77634961	17.22365039	26.53562654
Hamilton	APU	2606	CINCINNATI
26-F	1	657	495	0.7534	3	268	215	0	0	155	317	0	322	154	0	0	0	0	0	0	0	9	23	19	#N/A	#N/A	1.818181818	4.646464646	3.838383838	#N/A	#N/A	44.23868313	55.14403292	64.04040404
Hamilton	APW	2607	CINCINNATI
26-G	1	571	354	0.62	2	40	298	0	0	209	95	0	91	227	0	0	0	0	0	0	0	14	50	36	#N/A	#N/A	3.95480226	14.12429379	10.16949153	#N/A	#N/A	87.64705882	11.76470588	26.83615819
Hamilton	APY	2608	CINCINNATI
26-H	1	455	274	0.6022	0	8	256	1	0	185	46	0	45	187	0	0	0	0	0	0	0	9	43	42	#N/A	#N/A	3.284671533	15.69343066	15.32846715	#N/A	#N/A	96.60377358	3.018867925	16.78832117
Hamilton	AQA	2609	CINCINNATI
26-I	1	561	406	0.7237	2	220	167	2	1	124	261	0	256	124	0	0	0	0	0	0	0	15	21	26	#N/A	#N/A	3.694581281	5.172413793	6.403940887	#N/A	#N/A	42.60204082	56.12244898	64.28571429
Hamilton	AQC	2610	CINCINNATI
26-J	1	493	373	0.7566	0	95	262	1	1	209	136	0	137	214	0	0	0	0	0	0	0	15	28	22	#N/A	#N/A	4.021447721	7.506702413	5.898123324	#N/A	#N/A	72.98050139	26.46239554	36.46112601
Hamilton	AQE	2611	CINCINNATI
26-K	1	710	490	0.6901	1	174	305	1	0	225	230	0	238	225	0	0	0	0	0	0	0	9	35	27	#N/A	#N/A	1.836734694	7.142857143	5.510204082	#N/A	#N/A	63.40956341	36.17463617	46.93877551
Hamilton	AQG	2612	CINCINNATI
26-L	1	661	524	0.7927	1	318	194	3	0	154	346	0	353	157	0	0	0	0	0	0	0	8	24	14	#N/A	#N/A	1.526717557	4.580152672	2.671755725	#N/A	#N/A	37.59689922	61.62790698	66.03053435
Hamilton	AQI	2613	CINCINNATI
26-M	1	554	357	0.6444	1	58	285	0	0	228	87	0	103	218	0	0	0	0	0	0	0	13	42	36	#N/A	#N/A	3.641456583	11.76470588	10.08403361	#N/A	#N/A	82.84883721	16.86046512	24.3697479
Hamilton	AQK	2614	CINCINNATI
26-N	1	616	407	0.6607	0	109	271	1	0	213	161	0	165	214	0	0	0	0	0	0	0	26	33	28	#N/A	#N/A	6.388206388	8.108108108	6.87960688	#N/A	#N/A	71.12860892	28.60892388	39.55773956
Hamilton	AQM	2615	CINCINNATI
26-O	1	832	439	0.5276	1	10	404	2	0	297	73	0	77	270	0	0	0	0	0	0	0	22	69	92	#N/A	#N/A	5.011389522	15.71753986	20.95671982	#N/A	#N/A	96.882494	2.398081535	16.62870159
Hamilton	AQO	2616	CINCINNATI
26-P	1	590	474	0.8034	0	235	234	0	0	153	287	0	286	159	0	0	0	0	0	0	0	5	34	29	#N/A	#N/A	1.054852321	7.172995781	6.11814346	#N/A	#N/A	49.89339019	50.10660981	60.54852321
Hamilton	AQP	2617	CINCINNATI
26-Q	1	715	498	0.6965	4	115	364	1	0	287	165	0	168	299	0	0	0	0	0	0	0	14	46	31	#N/A	#N/A	2.81124498	9.236947791	6.224899598	#N/A	#N/A	75.20661157	23.76033058	33.13253012
Hamilton	AQQ	2618	CINCINNATI
26-R	1	551	408	0.7405	0	181	219	2	0	148	229	0	236	147	0	0	0	0	0	0	0	6	31	25	#N/A	#N/A	1.470588235	7.598039216	6.12745098	#N/A	#N/A	54.47761194	45.02487562	56.12745098
Hamilton	AQR	2619	CINCINNATI
26-S	1	469	336	0.7164	0	204	123	0	0	81	234	0	241	77	0	0	0	0	0	0	0	9	21	18	#N/A	#N/A	2.678571429	6.25	5.357142857	#N/A	#N/A	37.6146789	62.3853211	69.64285714
Hamilton	AQS	2620	CINCINNATI
26-T	1	509	379	0.7446	1	246	128	0	0	88	273	0	288	76	0	0	0	0	0	0	0	4	18	15	#N/A	#N/A	1.055408971	4.749340369	3.957783641	#N/A	#N/A	34.13333333	65.6	72.03166227
Hamilton	AQT	2621	CINCINNATI
26-U	1	524	326	0.6221	1	31	284	1	0	234	63	0	68	227	0	0	0	0	0	0	0	9	29	31	#N/A	#N/A	2.760736196	8.895705521	9.509202454	#N/A	#N/A	89.58990536	9.779179811	19.32515337
Hamilton	AQU	2622	CINCINNATI
26-V	1	649	445	0.6857	1	244	187	3	0	144	279	0	294	132	0	0	0	0	0	0	0	10	22	19	#N/A	#N/A	2.247191011	4.943820225	4.269662921	#N/A	#N/A	42.98850575	56.09195402	62.69662921
Hamilton	AQV	2623	CINCINNATI
26-W	1	518	391	0.7548	1	222	164	1	0	125	249	0	260	113	0	0	0	0	0	0	0	3	17	18	#N/A	#N/A	0.767263427	4.347826087	4.603580563	#N/A	#N/A	42.26804124	57.21649485	63.68286445
Hamilton	AQW	2624	CINCINNATI
26-X	1	804	490	0.6095	0	61	389	0	1	318	121	0	124	314	0	0	0	0	0	0	0	40	51	52	#N/A	#N/A	8.163265306	10.40816327	10.6122449	#N/A	#N/A	86.25277162	13.52549889	24.69387755
Hamilton	AQX	2625	CINCINNATI
26-Y	1	544	342	0.6287	0	39	291	0	0	232	72	0	74	231	0	0	0	0	0	0	0	12	38	37	#N/A	#N/A	3.50877193	11.11111111	10.81871345	#N/A	#N/A	88.18181818	11.81818182	21.05263158
Hamilton	AQY	2626	CINCINNATI
26-Z	1	508	397	0.7815	0	278	108	2	0	67	310	0	312	70	0	0	0	0	0	0	0	9	20	15	#N/A	#N/A	2.267002519	5.037783375	3.778337531	#N/A	#N/A	27.83505155	71.64948454	78.08564232
Hamilton	APL	2627	CINCINNATI
26-AA	1	595	454	0.763	0	268	179	0	0	120	315	0	304	137	0	0	0	0	0	0	0	7	19	13	#N/A	#N/A	1.54185022	4.185022026	2.863436123	#N/A	#N/A	40.04474273	59.95525727	69.38325991
Hamilton	APN	2628	CINCINNATI
26-BB	1	558	413	0.7401	1	209	196	1	0	127	266	0	271	130	0	0	0	0	0	0	0	6	20	12	#N/A	#N/A	1.452784504	4.842615012	2.905569007	#N/A	#N/A	48.15724816	51.35135135	64.40677966
Hamilton	APP	2629	CINCINNATI
26-CC	1	600	445	0.7417	1	230	203	1	0	149	270	0	276	154	0	0	0	0	0	0	0	10	26	15	#N/A	#N/A	2.247191011	5.842696629	3.370786517	#N/A	#N/A	46.66666667	52.87356322	60.6741573
Hamilton	APR	2630	CINCINNATI
26-DD	1	837	558	0.6667	1	158	384	5	0	312	207	0	211	309	0	0	0	0	0	0	0	10	39	38	#N/A	#N/A	1.792114695	6.989247312	6.810035842	#N/A	#N/A	70.0729927	28.83211679	37.09677419
Hamilton	APT	2631	CINCINNATI
26-EE	1	765	519	0.6784	2	121	379	0	0	287	175	0	178	293	0	0	0	0	0	0	0	17	57	48	#N/A	#N/A	3.275529865	10.98265896	9.248554913	#N/A	#N/A	75.49800797	24.10358566	33.71868979
Hamilton	APV	2632	CINCINNATI
26-FF	1	696	462	0.6638	2	97	358	0	0	273	150	0	160	258	0	0	0	0	0	0	0	5	39	44	#N/A	#N/A	1.082251082	8.441558442	9.523809524	#N/A	#N/A	78.33698031	21.22538293	32.46753247
Hamilton	APX	2633	CINCINNATI
26-GG	1	649	467	0.7196	1	250	207	0	0	145	299	0	309	147	0	0	0	0	0	0	0	9	23	11	#N/A	#N/A	1.927194861	4.925053533	2.355460385	#N/A	#N/A	45.19650655	54.58515284	64.02569593
Hamilton	AAP	2911	CHEVIOT
1-A	1	496	366	0.7379	3	207	145	1	0	109	234	0	235	114	0	0	0	0	0	0	0	10	23	17	#N/A	#N/A	2.732240437	6.284153005	4.644808743	#N/A	#N/A	40.73033708	58.14606742	63.93442623
Hamilton	AAQ	2912	CHEVIOT
1-B	1	502	363	0.7231	1	225	115	2	1	86	257	0	273	75	0	0	0	0	0	0	0	20	20	15	#N/A	#N/A	5.509641873	5.509641873	4.132231405	#N/A	#N/A	33.43023256	65.40697674	70.79889807
Hamilton	AAR	2913	CHEVIOT
1-C	1	489	385	0.7873	0	248	125	0	0	102	266	0	284	89	0	0	0	0	0	0	0	12	17	12	#N/A	#N/A	3.116883117	4.415584416	3.116883117	#N/A	#N/A	33.51206434	66.48793566	69.09090909
Hamilton	AAS	2921	CHEVIOT
2-A	1	511	377	0.7378	4	236	129	0	2	93	261	0	269	90	0	0	0	0	0	0	0	8	23	18	#N/A	#N/A	2.122015915	6.100795756	4.774535809	#N/A	#N/A	34.77088949	63.61185984	69.23076923
Hamilton	AAT	2922	CHEVIOT
2-B	1	534	412	0.7715	3	237	165	2	0	130	266	0	283	112	0	0	0	0	0	0	0	5	16	17	#N/A	#N/A	1.213592233	3.883495146	4.126213592	#N/A	#N/A	40.54054054	58.23095823	64.5631068
Hamilton	AAU	2923	CHEVIOT
2-C	1	424	333	0.7854	3	222	101	3	0	77	246	0	255	71	0	0	0	0	0	0	0	4	10	7	#N/A	#N/A	1.201201201	3.003003003	2.102102102	#N/A	#N/A	30.69908815	67.47720365	73.87387387
Hamilton	AAV	2931	CHEVIOT
3-A	1	505	340	0.6733	1	225	104	0	0	67	257	0	270	62	0	0	0	0	0	0	0	10	16	8	#N/A	#N/A	2.941176471	4.705882353	2.352941176	#N/A	#N/A	31.51515152	68.18181818	75.58823529
Hamilton	AAW	2932	CHEVIOT
3-B	1	365	246	0.674	1	160	82	0	0	64	176	0	178	61	0	0	0	0	0	0	0	3	6	7	#N/A	#N/A	1.219512195	2.43902439	2.845528455	#N/A	#N/A	33.74485597	65.8436214	71.54471545
Hamilton	AAX	2933	CHEVIOT
3-C	1	373	286	0.7668	0	193	91	0	0	75	196	0	211	69	0	0	0	0	0	0	0	2	15	6	#N/A	#N/A	0.699300699	5.244755245	2.097902098	#N/A	#N/A	32.04225352	67.95774648	68.53146853
Hamilton	AAY	2941	CHEVIOT
4-A	1	510	418	0.8196	2	296	116	1	0	90	310	0	322	84	0	0	0	0	0	0	0	3	18	12	#N/A	#N/A	0.717703349	4.306220096	2.870813397	#N/A	#N/A	27.95180723	71.3253012	74.16267943
Hamilton	AAZ	2942	CHEVIOT
4-B	1	439	346	0.7882	3	207	126	1	0	96	237	0	235	98	0	0	0	0	0	0	0	9	13	13	#N/A	#N/A	2.601156069	3.757225434	3.757225434	#N/A	#N/A	37.38872404	61.42433234	68.49710983
Hamilton	ABA	2943	CHEVIOT
4-C	1	509	380	0.7466	0	227	144	1	0	92	259	0	271	90	0	0	0	0	0	0	0	8	29	19	#N/A	#N/A	2.105263158	7.631578947	5	#N/A	#N/A	38.70967742	61.02150538	68.15789474
Hamilton	ARI	3201	FOREST PARK
A	1	544	420	0.7721	1	117	296	0	0	240	160	0	133	255	0	0	0	0	0	0	0	6	20	32	#N/A	#N/A	1.428571429	4.761904762	7.619047619	#N/A	#N/A	71.49758454	28.26086957	38.0952381
Hamilton	ARJ	3202	FOREST PARK
B	1	527	425	0.8065	0	195	226	0	0	156	238	0	228	169	0	0	0	0	0	0	0	4	31	28	#N/A	#N/A	0.941176471	7.294117647	6.588235294	#N/A	#N/A	53.68171021	46.31828979	56
Hamilton	ARK	3203	FOREST PARK
C	1	565	430	0.7611	2	179	240	0	0	199	214	0	221	184	0	0	0	0	0	0	0	9	17	25	#N/A	#N/A	2.093023256	3.953488372	5.813953488	#N/A	#N/A	57.00712589	42.51781473	49.76744186
Hamilton	ARL	3204	FOREST PARK
D	1	561	406	0.7237	0	100	295	0	0	236	142	0	132	239	0	0	0	0	0	0	0	11	28	35	#N/A	#N/A	2.709359606	6.896551724	8.620689655	#N/A	#N/A	74.6835443	25.3164557	34.97536946
Hamilton	ARM	3205	FOREST PARK
E	1	499	393	0.7876	0	131	244	0	0	211	161	0	162	204	0	0	0	0	0	0	0	18	21	27	#N/A	#N/A	4.580152672	5.34351145	6.870229008	#N/A	#N/A	65.06666667	34.93333333	40.96692112
Hamilton	ARN	3206	FOREST PARK
F	1	588	420	0.7143	1	142	269	1	0	223	167	0	171	227	0	0	0	0	0	0	0	7	30	22	#N/A	#N/A	1.666666667	7.142857143	5.238095238	#N/A	#N/A	65.13317191	34.38256659	39.76190476
Hamilton	ARO	3207	FOREST PARK
G	1	897	671	0.748	0	97	559	1	0	451	172	0	175	450	0	0	0	0	0	0	0	14	48	46	#N/A	#N/A	2.086438152	7.153502235	6.855439642	#N/A	#N/A	85.08371385	14.76407915	25.63338301
Hamilton	ARP	3208	FOREST PARK
H	1	299	229	0.7659	0	57	165	0	0	127	82	0	73	138	0	0	0	0	0	0	0	7	20	18	#N/A	#N/A	3.056768559	8.733624454	7.860262009	#N/A	#N/A	74.32432432	25.67567568	35.80786026
Hamilton	ARQ	3209	FOREST PARK
I	1	550	433	0.7873	2	135	284	2	0	212	194	0	163	237	0	0	0	0	0	0	0	10	27	33	#N/A	#N/A	2.309468822	6.23556582	7.621247113	#N/A	#N/A	67.13947991	31.91489362	44.80369515
Hamilton	ARR	3210	FOREST PARK
J	1	515	384	0.7456	0	61	306	0	0	267	89	0	87	271	0	0	0	0	0	0	0	17	28	26	#N/A	#N/A	4.427083333	7.291666667	6.770833333	#N/A	#N/A	83.37874659	16.62125341	23.17708333
Hamilton	ARS	3211	FOREST PARK
K	1	635	449	0.7071	2	136	302	0	0	233	181	0	163	250	0	0	0	0	0	0	0	9	35	36	#N/A	#N/A	2.004454343	7.795100223	8.017817372	#N/A	#N/A	68.63636364	30.90909091	40.31180401
Hamilton	ART	3212	FOREST PARK
L	1	786	571	0.7265	0	125	434	1	0	333	191	0	193	326	0	0	0	0	0	0	0	11	47	52	#N/A	#N/A	1.926444834	8.23117338	9.106830123	#N/A	#N/A	77.5	22.32142857	33.45008757
Hamilton	ARU	3213	FOREST PARK
M	1	641	377	0.5881	2	77	288	0	0	240	121	0	104	246	0	0	0	0	0	0	0	10	16	27	#N/A	#N/A	2.652519894	4.24403183	7.161803714	#N/A	#N/A	78.47411444	20.98092643	32.09549072
Hamilton	ARV	3214	FOREST PARK
N	1	587	424	0.7223	0	138	277	1	0	229	166	0	165	234	0	0	0	0	0	0	0	8	29	25	#N/A	#N/A	1.886792453	6.839622642	5.896226415	#N/A	#N/A	66.58653846	33.17307692	39.1509434
Hamilton	ARW	3215	FOREST PARK
O	1	561	410	0.7308	0	114	272	0	0	227	156	0	146	234	0	0	0	0	0	0	0	24	27	30	#N/A	#N/A	5.853658537	6.585365854	7.317073171	#N/A	#N/A	70.46632124	29.53367876	38.04878049
Hamilton	ARX	3216	FOREST PARK
P	1	430	354	0.8233	1	73	279	0	0	223	116	0	112	227	0	0	0	0	0	0	0	1	15	15	#N/A	#N/A	0.282485876	4.237288136	4.237288136	#N/A	#N/A	79.0368272	20.67988669	32.76836158
Hamilton	ARY	3217	FOREST PARK
Q	1	492	384	0.7805	0	58	318	1	0	266	97	0	93	269	0	0	0	0	0	0	0	7	21	22	#N/A	#N/A	1.822916667	5.46875	5.729166667	#N/A	#N/A	84.35013263	15.38461538	25.26041667
Hamilton	ARZ	3218	FOREST PARK
R	1	567	333	0.5873	2	74	251	0	0	204	107	0	93	211	0	0	0	0	0	0	0	6	22	29	#N/A	#N/A	1.801801802	6.606606607	8.708708709	#N/A	#N/A	76.75840979	22.62996942	32.13213213
Hamilton	ASA	3219	FOREST PARK
S	1	507	412	0.8126	1	123	282	1	0	233	159	0	156	235	0	0	0	0	0	0	0	5	20	21	#N/A	#N/A	1.213592233	4.854368932	5.097087379	#N/A	#N/A	69.28746929	30.22113022	38.59223301
Hamilton	ASB	3220	FOREST PARK
T	1	295	195	0.661	0	34	152	0	0	120	61	0	50	131	0	0	0	0	0	0	0	9	14	14	#N/A	#N/A	4.615384615	7.179487179	7.179487179	#N/A	#N/A	81.72043011	18.27956989	31.28205128
Hamilton	ASC	3221	FOREST PARK
U	1	700	455	0.65	1	158	290	0	0	234	207	0	195	242	0	0	0	0	0	0	0	6	14	18	#N/A	#N/A	1.318681319	3.076923077	3.956043956	#N/A	#N/A	64.58797327	35.18930958	45.49450549
Hamilton	ASD	3222	FOREST PARK
V	1	472	384	0.8136	0	92	279	1	0	232	136	0	131	234	0	0	0	0	0	0	0	12	16	19	#N/A	#N/A	3.125	4.166666667	4.947916667	#N/A	#N/A	75	24.7311828	35.41666667
Hamilton	ASE	3223	FOREST PARK
W	1	474	371	0.7827	0	95	268	0	0	221	132	0	138	210	0	0	0	0	0	0	0	8	18	23	#N/A	#N/A	2.156334232	4.851752022	6.199460916	#N/A	#N/A	73.8292011	26.1707989	35.57951482
Hamilton	ASF	3224	FOREST PARK
X	1	484	270	0.5579	0	63	200	1	2	153	91	0	82	171	0	0	0	0	0	0	0	6	26	17	#N/A	#N/A	2.222222222	9.62962963	6.296296296	#N/A	#N/A	75.18796992	23.68421053	33.7037037
Hamilton	BJE	3401	HARRISON
A	1	565	391	0.692	1	267	110	0	0	86	278	0	283	83	0	0	0	0	0	0	0	13	27	25	#N/A	#N/A	3.324808184	6.905370844	6.393861893	#N/A	#N/A	29.1005291	70.63492063	71.09974425
Hamilton	BJF	3402	HARRISON
B	1	532	340	0.6391	0	223	116	0	0	97	225	0	239	87	0	0	0	0	0	0	0	1	18	14	#N/A	#N/A	0.294117647	5.294117647	4.117647059	#N/A	#N/A	34.21828909	65.78171091	66.17647059
Hamilton	BJG	3403	HARRISON
C	1	464	324	0.6983	3	209	108	2	0	88	224	0	225	82	0	0	0	0	0	0	0	2	12	17	#N/A	#N/A	0.617283951	3.703703704	5.24691358	#N/A	#N/A	33.54037267	64.9068323	69.13580247
Hamilton	BJH	3404	HARRISON
D	1	367	294	0.8011	1	221	67	0	0	46	230	0	232	47	0	0	0	0	0	0	0	5	18	15	#N/A	#N/A	1.700680272	6.12244898	5.102040816	#N/A	#N/A	23.183391	76.47058824	78.23129252
Hamilton	BJI	3405	HARRISON
E	1	411	288	0.7007	1	217	69	0	0	58	222	0	219	58	0	0	0	0	0	0	0	1	8	11	#N/A	#N/A	0.347222222	2.777777778	3.819444444	#N/A	#N/A	24.04181185	75.6097561	77.08333333
Hamilton	BJJ	3406	HARRISON
F	1	938	785	0.8369	0	565	199	0	0	153	605	0	617	141	0	0	0	0	0	0	0	21	27	27	#N/A	#N/A	2.675159236	3.439490446	3.439490446	#N/A	#N/A	26.04712042	73.95287958	77.07006369
Hamilton	BJK	3407	HARRISON
G	1	955	828	0.867	2	659	159	0	0	111	686	0	678	116	0	0	0	0	0	0	0	8	31	34	#N/A	#N/A	0.966183575	3.743961353	4.106280193	#N/A	#N/A	19.3902439	80.36585366	82.85024155
Hamilton	BOW	3408	HARRISON
H	1	401	304	0.7581	0	213	81	4	0	74	217	0	226	60	0	0	0	0	0	0	0	6	13	18	#N/A	#N/A	1.973684211	4.276315789	5.921052632	#N/A	#N/A	27.18120805	71.47651007	71.38157895
Hamilton	BOX	3409	HARRISON
I	1	652	432	0.6626	0	325	100	0	0	74	342	0	344	67	0	0	0	0	0	0	0	7	16	21	#N/A	#N/A	1.62037037	3.703703704	4.861111111	#N/A	#N/A	23.52941176	76.47058824	79.16666667
Hamilton	AUA	4111	MT HEALTHY
1-A	1	744	555	0.746	0	186	350	0	0	284	226	0	228	280	0	0	0	0	0	0	0	19	45	47	#N/A	#N/A	3.423423423	8.108108108	8.468468468	#N/A	#N/A	65.29850746	34.70149254	40.72072072
Hamilton	AUB	4112	MT HEALTHY
1-B	1	751	537	0.715	0	197	318	1	0	254	251	0	242	264	0	0	0	0	0	0	0	21	32	31	#N/A	#N/A	3.910614525	5.959031657	5.772811918	#N/A	#N/A	61.62790698	38.17829457	46.74115456
Hamilton	AUC	4121	MT HEALTHY
2-A	1	1005	772	0.7682	0	412	346	0	0	264	475	0	473	268	0	0	0	0	0	0	0	14	33	31	#N/A	#N/A	1.813471503	4.274611399	4.015544041	#N/A	#N/A	45.64643799	54.35356201	61.52849741
Hamilton	AUE	4131	MT HEALTHY
3-A	1	1057	752	0.7114	2	421	316	1	0	243	467	0	462	249	0	0	0	0	0	0	0	12	42	41	#N/A	#N/A	1.595744681	5.5

Minvis,  I mailed the Excel workbook to you with all of the
precinct and polling place information for Hamilton and
Butler.  I also added the exit poll information that
Liam_laddie received from the BOE.  Here's the tentative
matches based on your evendale find and Cincinnati 22-E.  The
Harrison C precinct doesn't look like such a good fit but
maybe you could look at the demographics.

NEP Pct Guess	Precinct No	Precinct Name
(CD/Pct)
01051	          2205	         CINCINNATI 22-E
01057	       	  3403	         HARRISON C
01054	       	  6803	         EVENDALE C

The next step should be to take a look at the logs and results
in these precincts at the BOE. 

Maybe Liam_laddie could call the counties in one of the other
CDs that had unpredicted results for Mitovsky that you listed
earlier in the thread.
B-) 

Datasets/Ohio/Documentation/Ohio Geostrata 2004.pdf

Here's a simple table for those keeping track.  There are
additional ones that Minvis is on to that have not been added
yet.

 NEP_Prct 	 CD 	 County 		 Match_Prct 
 001 		 02 	Adams		
 002 		 02 	Adams		
 003 		 04 	Allen		
 005 		 14 	Ashtabula		
 007 		 08 	Butler		
 008 		 08 	Butler		
 009 		 02 	Clermont		Bethel_Village_A
 011 		 11 	Cuyahoga		
 014 		 10 	Cuyahoga		
 015 		 11 	Cuyahoga		
 021 		 10 	Cuyahoga		
 023 		 14 	Cuyahoga		
 024 		 10 	Cuyahoga		
 026 		 12 	Deleware		
 027 		 09 	Erie		
 033 		 15 	Franklin		
 036 		 15 	Franklin		
 039 		 15 	Franklin		
 041 		 12 	Franklin		
 042 		 07 	Franklin		
 047 		 18 	Guernsey		
 048 		 18 	Guernsey		
 049 		 02 	Hamilton		
 051 		 01 	Hamilton		CINCINNATI_22-E
 052 		 02 	Hamilton		
 054 		 01 	Hamilton		EVENDALE_D
 055 		 02 	Hamilton		
 057 		 01 	Hamilton		HARRISON_C
 063 		 02 	Hamilton		
 067 		 14 	Lake		
 072 		 09 	Lucas		
 074 		 09 	Lucas		
 076 		 17 	Mahoning		
 078 		 06 	Mahoning_or_Munroe		
 088 		 08 	Mercer_or_Miami		
 091 		 17 	Portage		
 094 		 05 	Putnam_or_Sandusky		
 098 		 02 	Scioto		
 100 		 05 	Seneca		
 101 		 16 	Stark		
 103 		 13 	Summit		
 104 		 13 	Summit		
 105 		 13 	Summit		
 106 		 13 	Summit		
 114 		 18 	Tuscarawas		
 115 		 15 	Union		
 118 		 16 	Wayne		
 119 		 16 	Wayne		
 120 		 05 	Wood_or_Willians		
B-) 

In post #50 on this thread, I explained how we could use
Mitovsky's own suprise at the results in certain precincts as
a way to focus on those that need to be examined.  That post
showed which CDs to look at first.  Since matching has
accelerated with techniques/methodologies of Minvis, Skids,
Liam_laddie and kiwi_expat we should probably prioritize which
precincts and counties to focus on.  The same methodology is
used to identify those precincts where Mitovsky had to give
Bush added votes from what he expected when he selected the
precinct before the election.  The table below shows which
ones to concentrate on first.  This table shows those
precincts on top where Bush had the greatest gains after
weighting (Bush_Gain).  So these counties should be contacted
first for their exit poll precincts.  It appears that we
already have one suspicious precinct, Harrison C, and Minvis
has a good bead on three other important precincts in Hamilton
county that gave Bush surprisingly large vote totals on their
canvas.

 NEP# 	 CD 	 County Match_Prct Sample 	 WGT 	 Bush_Gain 
 048 	 18 	Guernsey	#N/A	 15 	 38.55 	 15.63 
 118 	 16 	Wayne	#N/A	 28 	 44.68 	 12.33 
 055 	 02 	Hamilton	#N/A	 16 	 37.56 	 11.58 
 021 	 10 	Cuyahoga	#N/A	 21 	 39.08 	 11.49 
 106 	 13 	Summit	#N/A	 22 	 43.96 	 10.85 
 098 	 02 	Scioto	#N/A	 32 	 45.95 	 10.47 
 003 	 04 	Allen	#N/A	 29 	 43.52 	 9.67 
 039 	 15 	Franklin	#N/A	 24 	 42.15 	 9.55 
 057 	 01 	Hamilton	HARRISON_C 28 	 42.95 	 9.48 
 036 	 15 	Franklin	#N/A	 25 	 39.33 	 8.87 
 101 	 16 	Stark	#N/A	 29 	 40.22 	 8.17 
 001 	 02 	Adams	#N/A	 25 	 42.54 	 8.00 
 041 	 12 	Franklin	#N/A	 29 	 39.79 	 8.00 
 049 	 02 	Hamilton	#N/A	 34 	 41.67 	 7.65 
 103 	 13 	Summit	#N/A	 31 	 40.56 	 6.79 
 008 	 08 	Butler	#N/A	 32 	 46.06 	 6.77 
 052 	 02 	Hamilton	#N/A	 31 	 37.13 	 4.45 
 076 	 17 	Mahoning	#N/A	 32 	 39.37 	 3.52 
 005 	 14 	Ashtabula	#N/A	 36 	 42.14 	 3.48 
 007 	 08 	Butler	#N/A	 45 	 44.60 	 3.22 
 067 	 14 	Lake	#N/A	 38 	 40.32 	 2.77 
 119 	 16 	Wayne	#N/A	 37 	 39.08 	 2.47 
 094 	 05 	Put_or_Sand	#N/A	 46 	 45.05 	 0.47 
 011 	 11 	Cuyahoga	#N/A	 53 	 40.56 	 0.42 
 015 	 11 	Cuyahoga	#N/A	 30 	 41.47 	 0.36 
 063 	 02 	Hamilton	#N/A	 48 	 44.83 	 (0.03)
 105 	 13 	Summit	#N/A	 48 	 41.42 	 (0.11)
 120 	 05 	Wood_or_Wlms	#N/A	 43 	 40.73 	 (0.43)
 072 	 09 	Lucas	#N/A	 44 	 37.96 	 (0.47)
 033 	 15 	Franklin	#N/A	 48 	 42.44 	 (0.98)
 091 	 17 	Portage	#N/A	 51 	 42.59 	 (1.06)
 026 	 12 	Deleware	#N/A	 46 	 42.20 	 (1.12)
 115 	 15 	Union	#N/A	 43 	 38.36 	 (1.38)
 051 	 01 	Hamilton	CINCINNATI_22-E	 53 	 36.69 	 (1.38)
 014 	 10 	Cuyahoga	#N/A	 47 	 38.60 	 (1.74)
 042 	 07 	Franklin	#N/A	 51 	 39.99 	 (1.84)
 024 	 10 	Cuyahoga	#N/A	 52 	 45.27 	 (1.90)
 104 	 13 	Summit	#N/A	 53 	 40.87 	 (2.15)
 100 	 05 	Seneca	#N/A	 52 	 46.75 	 (2.17)
 078 	 06 	Mahon_or_Munr	#N/A	 53 	 43.62 	 (2.56)
 027 	 09 	Erie	#N/A	 50 	 43.26 	 (2.87)
 023 	 14 	Cuyahoga	#N/A	 51 	 40.50 	 (3.00)
 054 	 01 	Hamilton	EVENDALE_D	 52 	 46.72 	 (3.07)
 002 	 02 	Adams	#N/A	 52 	 42.39 	 (3.52)
 009 	 02 	Clermont	Bethel_Village_A	 53 	 44.26 	 (3.62)
 074 	 09 	Lucas	#N/A	 67 	 37.64 	 (4.65)
 088 	 08 	Mercer_or_Miami	#N/A	 70 	 38.08 	 (5.25)
 114 	 18 	Tuscarawas	#N/A	 55 	 42.72 	 (5.84)
 047 	 18 	Guernsey	#N/A	 92 	 44.73 	 (24.19)
				 2,042 	 2,040.91 	 101.12 
B-) 

I've added the additional matches and a new prioritization
approach.  No matter which way we look at it the southwest
corner is a good place to be.  Below is a revised precinct
list showing how the Mitovsky weighting affected his poll
results.  This list is sorted by the percentage gain that
Mitovsky gave Bush after all weighting.  Overall, Bush's
percentage of the raw survey was 45.3 and of the weighted
survey was 50.2, or a gain of 5%.  Interestingly, Mitovsky had
to weight every single precinct (except one) in Bush's favor
in order to match the recorded vote.  Nevertheless, some
precincts were weighted far more than others.  For instance,
Mitovsky had to give Bush 7.7 percent more votes in Butler 007
and Summit 105, precincts Bush won handily. We already have
three matches from this list and will have Butler on Monday.  
Further, the top ten gains for Bush were in a relatively few
counties: Hamilton, Butler, Summit, Cuyahoga, Franklin, Scioto
and Mahonning so our follow-up investigation is simplified.

 NEP# 	 CD 	 County 		 Match_Prct 	 Sample 	 WGT 	 Bush_Gain% 
 007 	 08 	Butler		Unmatched	 45 	 44.60 	7.7%
 105 	 13 	Summit		Unmatched	 48 	 41.42 	7.7%
 052 	 02 	Hamilton		Cinncinnati_4-M	 31 	 37.13 	6.6%
 103 	 13 	Summit		Unmatched	 31 	 40.56 	6.1%
 049 	 02 	Hamilton		Anderson_JJ	 34 	 41.67 	5.9%
 021 	 10 	Cuyahoga		Unmatched	 21 	 39.08 	5.2%
 041 	 12 	Franklin		Unmatched	 29 	 39.79 	5.1%
 063 	 02 	Hamilton		Sharonville_4-C	 48 	 44.83 	4.8%
 098 	 02 	Scioto		Unmatched	 32 	 45.95 	4.8%
 078 	 06 	Mahon_or_Munr	Unmatched	 53 	 43.62 	4.7%
 047 	 18 	Guernsey		Unmatched	 92 	 44.73 	4.5%
 091 	 17 	Portage		Unmatched	 51 	 42.59 	4.5%
 104 	 13 	Summit		Unmatched	 53 	 40.87 	4.2%
 088 	 08 	Mercer_or_Miami	Unmatched	 70 	 38.08 	4.2%
 119 	 16 	Wayne		Unmatched	 37 	 39.08 	4.2%
 024 	 10 	Cuyahoga		Unmatched	 52 	 45.27 	4.1%
 042 	 07 	Franklin		Unmatched	 51 	 39.99 	4.0%
 067 	 14 	Lake		Unmatched	 38 	 40.32 	4.0%
 033 	 15 	Franklin		Unmatched	 48 	 42.44 	4.0%
 048 	 18 	Guernsey		Unmatched	 15 	 38.55 	3.9%
 072 	 09 	Lucas		Unmatched	 44 	 37.96 	3.8%
 026 	 12 	Deleware		Unmatched	 46 	 42.20 	3.8%
 005 	 14 	Ashtabula	Unmatched	 36 	 42.14 	3.8%
 036 	 15 	Franklin		Unmatched	 25 	 39.33 	3.6%
 115 	 15 	Union		Unmatched	 43 	 38.36 	3.4%
 009 	 02 	Clermont		Bethel_Village_A	 53 	 44.26 	3.4%
 011 	 11 	Cuyahoga		Unmatched	 53 	 40.56 	3.4%
 027 	 09 	Erie		Unmatched	 50 	 43.26 	3.3%
 076 	 17 	Mahoning		Unmatched	 32 	 39.37 	3.1%
 002 	 02 	Adams		Unmatched	 52 	 42.39 	3.0%
 101 	 16 	Stark		Unmatched	 29 	 40.22 	3.0%
 039 	 15 	Franklin		Unmatched	 24 	 42.15 	2.9%
 014 	 10 	Cuyahoga		Unmatched	 47 	 38.60 	2.9%
 003 	 04 	Allen		Unmatched	 29 	 43.52 	2.7%
 094 	 05 	Put_or_Sand	Unmatched	 46 	 45.05 	2.6%
 118 	 16 	Wayne		Unmatched	 28 	 44.68 	2.3%
 057 	 01 	Hamilton		Harrison_C	 28 	 42.95 	2.2%
 055 	 02 	Hamilton		Farifax_B	 16 	 37.56 	2.1%
 114 	 18 	Tuscarawas	Unmatched	 55 	 42.72 	2.0%
 106 	 13 	Summit		Unmatched	 22 	 43.96 	2.0%
 054 	 01 	Hamilton		Evendale_D	 52 	 46.72 	1.9%
 074 	 09 	Lucas		Unmatched	 67 	 37.64 	1.6%
 051 	 01 	Hamilton		Cinncinnati_22-E	 53 	 36.69 	1.3%
 023 	 14 	Cuyahoga		Unmatched	 51 	 40.50 	1.2%
 001 	 02 	Adams		Unmatched	 25 	 42.54 	0.7%
 008 	 08 	Butler		Unmatched	 32 	 46.06 	0.4%
 100 	 05 	Seneca		Unmatched	 52 	 46.75 	0.3%
 120 	 05 	Williams		Unmatched	 43 	 40.73 	0.0%
 015 	 11 	Cuyahoga		Unmatched	 30 	 41.47 	-0.1%
					 2,042 	 2,041 	5.0%
B-) 

Minvis,  As promised I have created some aggregations of NEP
data by precinct with some of the key demographics and vote
results that we will need to compare with reported votes and
census characteristics for the matched NEP precincts.  Below
is an example of the Ohio exit poll data but aggregated
statewide.  The first two columns show the characteristics of
the 2042 survey respondents before weighting and after
weighting.  

Mitovsky applied one weight to each response to try to match
Bush's vote total in the precinct but this obviously changed
the population characteristics as well.  For instance, Kerry
received 53.5 percent of the vote in the unweighted survey and
46.5 percent after Mitovsky had diminished the value of some
of the respondents who voted for Kerry.  This brought Kerry's
total closer to the reported statewide vote total and turned
an 8 point raw survey advantage into a 2 point loss post
weighting, quite a large adjustment.

Mitovsky's weighting also changed the characteristics of the
overall sample.  For instance, the number of female voters (a
Kerry majority group) fell from 54.2% to 52.7%.  To do this
Mitovsky had to change the equivalent of 30 women into 30 men.
Yikes! Further, Kerry's percent of the weighted female vote
fell even further from 54.5% to 49.5% suggesting that Mitovsky
also diminished the value of remaining female respondents who
voted for Kerry compared with those who voted for Bush.  In
order to get the thing to match Bush's reported vote Mitovsky
made the entire survey group more male, older, more white,
less poor, more protestant, less educated, more married, more
Republican and more religious.  In other words Mitovsky's
exuberant Kerry responder had a very specific profile.  She
was young, non-white, unpoor, catholic/jewish/agnostic,
single, not pious and a Democrat.  Sheesh.  Isn't this a
stretch?  I feel like I could go to Ohio and pick her out of a
crowd on the street.

While Mitovsky's exuberant Kerry respondent thesis continues
to look ludicrous, his weighting to match the Presidential
reported vote had the side effect of making the survey also
more closely match the reported results for the Senate race
and Ohio Issue #1 (look way down toward the bottom on the
table).  This is consistent with several theories: 1) that
there were too many liberals in the survey, 2) that general
vote suppression was more effectively targetted than believed
or 3) that the manipulation occurred beyond the Presidential
level.  The latter is somewhat illogical because why would
anyone try to jack up the vote count in a race that was a
landslide?

I'll report on the weighting for our matched NEP precincts
over the weekend.  As always, anyone who wants a copy of the
Excel formatted version of the NEP Ohio survey, just send me a
PM.


Effect of Mitofsky reweighting  on vote and demographics in
Ohio Exit Poll				
				
	      Raw     Wgt'd  Kerry%Raw	Kerry%Wgt'd
				
Number	     2,042.0   2,040.9   1092	950
				
Demographics of sample				
				
Total	       100.0%	100.0%	53.5%	46.5%
				
Male	        44.9%	46.1%	52.2%	46.8%
Female	        54.2%	52.7%	54.5%	49.5%
				
Age18-24	13.0%	11.2%	65.7%	61.6%
Age25-29	9.9%	9.9%	54.2%	49.9%
Age30-39	19.4%	18.0%	54.7%	50.0%
Age40-44	12.0%	11.5%	46.1%	41.7%
Age45-49	11.8%	11.2%	52.1%	45.9%
Age50-59	19.0%	17.5%	55.3%	48.8%
Age60-64	6.0%	8.1%	49.2%	44.7%
Age65-74	6.3%	9.1%	46.5%	45.3%
Age75+	        2.2%	3.1%	31.1%	29.4%
				
Race-White	83.9%	85.0%	48.4%	43.5%
Race-Black	10.8%	10.1%	85.5%	80.9%
Race-Hisp	1.8%	1.6%	77.8%	72.6%
Race-Asian	1.0%	0.9%	70.0%	65.4%
Race-Oth	1.1%	0.9%	68.2%	63.8%
				
Inc<15000	7.4%	6.8%	71.5%	68.0%
Inc15k-30k	14.0%	14.2%	68.2%	62.7%
Inc30k-50k	22.5%	22.6%	54.8%	49.3%
Inc50k-75k	19.5%	19.8%	47.6%	40.9%
Inc75k-100k	13.8%	13.4%	49.1%	45.4%
Inc100k-150k	8.1%	7.8%	46.4%	41.2%
Inc150k-200k	3.1%	3.3%	42.2%	36.5%
Inc200k+	1.8%	1.8%	35.1%	34.1%
				
RelProt	        48.5%	50.2%	47.2%	43.1%
RelCath  	23.6%	23.3%	48.2%	43.9%
RelJew	         0.8%	0.8%	64.7%	57.8%
RelOth  	6.0%	5.2%	79.7%	72.2%
RelNone 	10.4%	9.1%	74.1%	67.9%
				
EdNoHS  	2.9%	3.1%	64.4%	57.6%
EdHS    	25.6%	26.0%	54.2%	50.0%
EdSoCo   	26.3%	25.1%	52.9%	47.2%
EdColl  	22.1%	21.8%	48.5%	44.3%
EdCol+  	12.4%	11.7%	56.7%	48.7%
				
MarYes  	56.8%	58.4%	45.3%	40.3%
				
SzPl500k+	4.8%	6.1%	48.5%	42.5%
SzPl50-500k	19.7%	19.2%	67.9%	61.8%
SzPlSubur	49.8%	49.5%	53.8%	48.3%
SzPl10-50k	7.1%	6.3%	51.4%	49.1%
SzPl<10k	18.8%	18.9%	39.4%	35.7%
				
BrnAgnYes	27.6%	28.9%	36.7%	31.9%
				
Atnd1+wk	11.6%	12.4%	36.4%	31.0%
Atnd1wk 	22.9%	23.8%	39.6%	36.1%
Atnd1+mo	14.1%	13.7%	53.7%	49.0%
Atnd1+yr	27.2%	25.5%	63.8%	59.7%
AtndZero	13.3%	12.3%	68.6%	62.5%
AtndOmit	2.4%	2.8%	48.0%	41.6%
				
GeoCuy  	12.4%	12.0%	67.3%	63.5%
GeoNE   	25.1%	26.5%	54.4%	49.6%
GeoCent 	19.8%	20.3%	45.4%	40.1%
GeoNW   	16.2%	14.4%	57.1%	51.6%
GeoSW   	26.4%	26.7%	49.9%	44.2%
				
The Vote				
				
Dem     	37.3%	33.4%	90.7%	88.9%
Rep     	33.2%	37.2%	5.8%	6.3%
Ind     	23.6%	23.3%	63.1%	57.8%
Oth     	5.9%	6.2%	48.8%	45.0%
				
Raw Kerry	53.5%	48.2%		
Raw Bush	45.2%	50.2%		
Raw Other	0.2%	0.4%		
Raw No vote	1.1%	1.1%		
				
SRawFing	39.9%	34.1%	94.5%	93.1%
SRawVoin	54.7%	60.1%	24.0%	22.8%
SRawOth  	0.0%	0.0%		
SRawNoVt	0.0%	0.0%		
				
Iss1Yes  	54.8%	59.4%	34.9%	31.8%
Iss1No  	41.2%	36.6%	77.6%	73.9%
Iss1NoVt	0.0%	0.0%		

OHIO

Final		Exit Poll	
Bush	51.06%	924	45.25%
Kerry	48.94%	1092	53.48%


Raw exit poll data				
2042	polled	
2.21%	MoE	

PARTY ID	Mix	Bush	Kerry	Nader
			
Dem		37%	9%	91%	0%
Repub		33%	94%	5%	1%
Indep		30%	40%	59%	1%
		100%	46.35%	53.02%	0.63%

P(Bush)	  1 in	66089			
P(Kerry)	1 in	6622			


.........................................
Change party ID to even split					

PARTY ID	Mix	Bush	Kerry	Nader
Dem		34%	9%	91%	0%
Repub		33%	94%	5%	1%
Indep		33%	40%	59%	1%
		100%	47.28%	52.06%	0.66%

P(Bush)	  1 in	2456			
P(Kerry)	1 in	350			




Change partyID to favor Bush					
PARTY ID	Mix	Bush	Kerry	Nader
Dem		33%	9%	91%	0%
Repub		37%	94%	5%	1%
Indep		30%	40%	59%	1%
		100%	49.75%	49.58%	0.67%

P(Bush)	  1 in	8			
P(Kerry)	1 in	4			
					

	Kexit	Bexit	K%	Kact	Bact	K%	Dev
Heights	47	4	92.16%	380	93	80.34%	-11.82%
16P:	31	16	65.96%	374	217	96.20%	30.25%
3G:	28	1	96.55%	456	18	63.28%	-33.27%
Heights	9	11	45.00%	162	196	45.25%	0.25%
2C:	33	17	66.00%	276	117	70.23%	4.23%
2B:	23	29	44.23%	230	257	47.23%	3.00%
							
Total	171	78	68.67%	1878	898	67.65%	-1.02%

	Kexit	Bexit	K%	Kact	Bact	K%	Dev
Heights	47	4	92.16%	380	93	80.34%	-11.82%
16P:	31	16	65.96%	374	217	63.28%  -2.68%
3G:	28	1	96.55%	456	18	96.20%  -0.35%
Heights	9	11	45.00%	162	196	45.25%	0.25%
2C:	33	17	66.00%	276	117	70.23%	4.23%
2B:	23	29	44.23%	230	257	47.23%	3.00%
							
Total	171	78	68.67%	1878	898	67.65%	-1.02%

Following are 3 priority-sequences, for examining Hamilton
County NEP precincts.  They are based on different comparisons
with NEP raw data. 


            Kerry Raw-NEP|K polling-place|Kerry loss
(NEP#52)CINCINNATI 4-M  68%     46%       22%
     
(NEP#57)HARRISON C      43%     29%       14%
     
(NEP#55)FAIRFAX B       50%     37%       13%
     
(NEP#49)ANDERSON JJ     32%     24%        8%
  
(NEP#51)CINCINNATI 22-E 88%     82%        6%
     
(NEP#63)SHARONVILLE 4-C 30%     30%        0%
     
(NEP#54)EVENDALE D      25%     33%       -8%
     

             Kerry Raw-NEP|Kprecinct actual|Kerry loss
(NEP#52)CINCINNATI 4-M  68%     40%         28%
     
(NEP#55)FAIRFAX B       50%     38%         12%

(NEP#57)HARRISON C      43%     34%          9%
     
(NEP#49)ANDERSON JJ     32%     28%          4%
  
(NEP#51)CINCINNATI 22-E 88%     85%          3%
     
(NEP#63)SHARONVILLE 4-C 30%     32%         -2%
     
(NEP#54)EVENDALE D      25%     27%         -2%


             Kerry Raw-NEP|K Wgt-NEP|Kerry loss
(NEP#52)CINCINNATI 4-M  68%   61%    7%

(NEP#49)ANDERSON JJ     32%   26%    6%

(NEP#63)SHARONVILLE 4-C 30%   25%    5%
       
(NEP#55)FAIRFAX B       50%   48%    2%

(NEP#57)HARRISON C      43%   41%    2%

(NEP#54)EVENDALE D      25%   23%    2%
 
(NEP#51)CINCINNATI 22-E 88%   87%    1%