Welcome to a summary and analysis of the 10guys1cup fantasy football league.  This accumulation of data has been assembled for one reason and one reason only.  To validate our existence by showing were better than other people in meaningless activity.  I have divided the rankings into various categories, which will have descriptions below.  All of the data has been collected between the years 2015 – Present.  With mixed data sets I have only reported the stats that involve the current people in the league today (Not Jesse).  This data is current to Week 7 2018.

Total Win Loss Data

	Wins	Loss	Ratio	Rank
Dustin	32	17	1.882353	1
Paul	31	21	1.47619	2
Gab	13	11	1.181818	3
Daniel	27	24	1.125	4
Dex	24	26	0.923077	6
Parker	25	25	1	5
Charlie	22	28	0.785714	8
Mike	22	26	0.846154	7
Bread	21	29	0.724138	9
Andrew	20	30	0.666667	10

A point for Dustin.

	Andrew	Charlie	Bread	Daniel	Dex	Dustin	Gab	Mike	Parker	Paul
Andrew	/	0	5	3	1	2	0	4	2	3	20
Charlie	4	/	1	2	5	2	2	3	2	1	22
Bread	2	3	/	1	2	5	1	4	0	3	21
Daniel	5	2	4	/	3	3	0	2	4	4	27
Dex	5	1	3	2	/	3	2	3	4	1	24
Dustin	4	5	3	4	0	/	1	3	5	7	32
Gab	1	2	2	2	2	1	/	3	0	0	13
Mike	0	4	3	3	5	1	2	/	3	1	22
Parker	4	5	4	2	4	0	2	3	/	1	25
Paul	5	6	4	5	4	0	1	1	5	/	31
	30	28	29	24	26	17	11	26	25	21

To use this chart you use the left column to see how many times they beat the top row.  For example Dustin has beat Paul 7 times.  Whenever you see a 0 it indicates someone is undefeated against another person.  For example Dustin is undefeated against Paul.
The ratio in the first chart is wins/loss and you guessed it… yours truly gets ranked 1st with paul at a very close second.

I know what you’re thinking… This cant be right we should all have played the same amount of games so your math is wrong!   NOPE! The people who received bye weeks can make the total games per person vary.

Points For and Against Analysis

	2015					2016					2017
	PF	PA	Ratio F/A	Rank		PF	PA	Ratio F/A	Rank		PF	PA	Ratio F/A	Rank
Andrew	1023	1043	0.980825	6	Andrew	1234.8	1346	0.917385	9	Andrew	1345.3	1283.3	1.048313	3
Charlie	1258	1139	1.104478	2	Charlie	1223.6	1229.1	0.995525	7	Charlie	1383.4	1276.7	1.083575	2
Bread	1007	1147	0.877942	9	Bread	1299.7	1320.3	0.984397	8	Bread	1168.9	1397.6	0.836362	9
Daniel	1169	1249	0.935949	8	Daniel	1192.2	1183.2	1.007606	6	Daniel	1290.9	1286.5	1.00342	6
Dex	1339	1167	1.147386	1	Dex	1328.3	1272.7	1.043687	4	Dex	1282.3	1414	0.90686	8
Dustin	1152	1108	1.039711	3	Dustin	1316.4	1219.5	1.079459	1	Dustin	1392.2	1185.4	1.174456	1
Gab	0	0	0	10	Gab	0	0	0	10	Gab	1337	1396.5	0	10
Mike	1264	1239	1.020178	5	Mike	1238.9	1158.9	1.069031	3	Mike	1314.1	1344.9	0.977099	7
Parker	1170	1210	0.966942	7	Parker	1116.7	1072.8	1.040921	5	Parker	1308.9	1278.5	1.023778	5
Paul	1202	1168	1.02911	4	Paul	1278.3	1185.4	1.07837	2	Paul	1445.4	1402	1.030956	4

	TPF	TPA	Ratio F/A	Rank PF	Rank PA	Rank Ratio
Andrew	3603.1	3672.3	0.981156	7	6	8
Charlie	3865	3644.8	1.060415	3	7	2
Bread	3475.6	3864.9	0.899273	9	1	10
Daniel	3652.1	3718.7	0.982091	6	5	7
Dex	3949.6	3853.7	1.024885	1	2	4
Dustin	3860.6	3512.9	1.098978	4	9	1
Gab	1337	1396.5	0.957393	10	10	9
Mike	3817	3742.8	1.019825	5	4	5
Parker	3595.6	3561.3	1.009631	8	8	6
Paul	3925.7	3755.4	1.045348	2	3	3

I have included the PF and PA for all the years and took the averages for the second chart.

Dex has the most Points For… you got one buddy

Bread has the most points against

And the ratio of Points For /Points Against is you guessed it… DUSTIN

Various Score Analysis

I have included charts showing everyones scores from each game each year along with their average score and the standard deviation.

2015
	1	2	3	4	5	6	7	8	9	10	11	12	13	Average	STDEV
Andrew	76	56	97	69	72	83	58	78	119	69	74	74	98	78.69231	17.26936
Charlie	133	83	94	94	88	90	101	97	116	100	94	70	98	96.76923	15.17758
Bread	67	86	82	77	71	77	78	103	97	53	60	75	81	77.46154	13.54385
Daniel	79	81	119	68	78	99	113	98	99	101	55	75	104	89.92308	18.69252
Dex	110	102	116	79	117	120	103	74	127	87	83	126	95	103	18.13376
Dustin	94	58	98	87	101	91	88	102	86	102	68	87	90	88.61538	12.94565
Jesse	91	59	92	73	86	110	91	112	38	67	80	86	87	82.46154	19.94833
Mike	135	108	118	78	111	114	52	68	151	59	85	93	92	97.23077	29.24367
Parker	61	102	107	68	88	85	120	84	93	78	75	72	137	90	21.66795
Paul	126	75	121	67	63	93	129	99	97	96	80	98	58	92.46154	23.35457
2016
	1	2	3	4	5	6	7	8	9	10	11	12	13	Average	STDEV
Andrew	111.8	82	62.5	109.3	117.5	85.8	107.5	73.1	102.6	99.8	72.2	106.2	104.6	94.99231	17.69409
Charlie	73.4	98.5	103.2	84.3	83.9	72.8	83.9	100.1	117.6	124.3	84.8	84.5	112.4	94.13077	16.58887
Bread	94.1	109.4	109.1	75.9	121.9	92.1	98.3	93.8	81.6	101.2	112.6	90.5	119.3	99.98462	13.93926
Daniel	101.2	83.7	97.3	96.7	91.4	90.1	96	88	87.6	99.2	78	104	79.1	91.71538	8.247408
Dex	104.2	129.9	66.8	113.9	90.4	99.8	106.9	130.4	79.4	113.4	97.4	87.2	108.4	102.1615	18.38344
Dustin	128	99.4	100.5	104.9	126.7	92.5	81.9	85.7	89.9	113.3	108.5	82.8	102.3	101.2615	15.1147
Jesse	71.3	95.1	95.4	76.6	80.9	81.8	63.1	73.7	96.5	49.2	52.3	56.4	52.7	72.69231	17.02442
Mike	95.9	88.3	108	95.3	78.3	76.9	98.4	86.1	114	111.3	83.6	126.4	76.3	95.29231	15.81995
Parker	88.5	73.8	70.6	66.3	110.7	98	107.7	78.8	98.7	88.7	99.8	79.1	55.9	85.89231	16.75721
Paul	138.3	93.2	100.5	126.2	93.9	109.3	83	54.8	118.9	86.2	87.1	86.8	100	98.32308	21.42293
2017
	1	2	3	4	5	6	7	8	9	10	11	12	13	Average	STDEV
Andrew	81	84.5	94.3	88.5	139.7	165.7	71.4	89.1	95.8	135.7	107.6	84.1	107.9	103.4846	27.54178
Charlie	88.2	112.4	60	140.7	135.6	99.4	118.7	106.3	98.9	72	119.4	101.8	130	106.4154	23.6931
Bread	81.4	79.8	104.3	89.5	71.4	126	63.1	102.1	99.3	63.3	99.9	89.7	99.1	89.91538	17.96969
Daniel	90.2	84.1	119.5	119.4	80.3	111.2	75.7	95.5	89.6	92.9	142.1	96.3	93.9	99.28462	18.71932
Dex	94.6	84.5	115.4	107.4	87.4	93.6	111.8	91.1	91.3	100.5	90.8	127.3	86.6	98.63846	13.04106
Dustin	69.6	62.5	91	118.9	98.8	108.3	101.6	116.7	129.8	144.4	136.4	97.2	117	107.0923	24.06188
Gab	79.3	131.5	113.6	78.9	78.6	112.2	116.8	96.5	107.4	96.6	96.7	88.2	140.7	102.8462	19.83228
Mike	103.4	107.5	111.7	99.5	90.3	82.5	42.4	107.8	107.6	92.8	101.4	150.1	117.3	101.1	23.96007
Parker	103.4	140.5	91.3	60.1	107.5	105.6	88.7	106.7	73.9	119.8	109.9	126.9	74.7	100.6923	22.56182
Paul	109.8	103.6	115.4	98.2	77.8	102.7	133.8	111.6	109.7	122	137.1	122.9	100.8	111.1846	15.75816
2018
	1	2	3	4	5	6	7	8	9	10	11	12	13	Average	STDEV
Andrew	131.1	131.6	96	145.6	150.5	150.6	115.8							131.6	20.13066
Charlie	126.1	114	124.2	97.1	120.6	124	112.3							116.9	10.1951
Bread	107.9	102.5	126.9	149	126.8	126.5	146.7							126.6143	17.4948
Daniel	144.2	116.6	116.9	157.3	123.2	119.6	134.1							130.2714	15.64606
Dex	90.3	138.7	127.2	132.5	111.9	102.3	105.9							115.5429	17.69424
Dustin	142.4	117	99.7	128.9	140.1	159.6	130.4							131.1571	19.19643
Gab	104.3	112.6	133	136.2	97.4	123.1	113.4							117.1429	14.37287
Mike	122.1	126.4	121.7	92	117	129.9	91.6							114.3857	15.94359
Parker	136.4	161.2	115.4	159.6	123.4	119.5	116.5							133.1429	19.87728
Paul	145.2	108.4	141.4	107.3	119.7	145.4	130.2							128.2286	16.6542

I have summarized the league averages and marked the percent increase each year.

Year	League Average	% Increase
2015	89.66153846	0.00%
2016	93.64461538	104.44%
2017	102.0653846	108.99%
2018	124.35	121.83%

	2015	2016	2017	2018
Andrew	78.69231	94.99231	103.4846	131.6
Charlie	96.76923	94.13077	106.4154	116.9
Bread	77.46154	99.98462	89.91538	126.6143
Daniel	89.92308	91.71538	99.28462	130.2714
Dex	103	102.1615	98.63846	115.5429
Dustin	88.61538	101.2615	107.0923	131.1571
Gab	0	0	102.8462	117.1429
Mike	97.23077	95.29231	101.1	114.3857
Parker	90	85.89231	100.6923	133.1429
Paul	92.46154	98.32308	111.1846	128.2286

I took the average score from each person each year for comparison with league average.

Paul is the only person to remain above average every year.  1 POINT TO KARATECHOP!

I have found the top and low scoring people

Top Score	Name	Score
2015	Mike	151
2016	Paul	138.3
2017	Andrew	165.7
2018	Parker	161.2
Lowest Score	Name	Score
2015	Jesse	38
2016	Jesse	49.2
2017	Mike	42.4
2018	Dex	90.3

Andrew gets a point for top score with a 165.7 in 2017!

Besides Jesse, Mike has the lowest score in 2017 at 42.4 points.

I took the standard deviations for each person each year and averaged them together to find the most and least consistent player

	STDEV
	2015	2016	2017	2018	Average	Rank
Andrew	17.26936	17.69409	27.54178	20.13066	20.65897	9
Charlie	15.17758	16.58887	23.6931	10.1951	16.41366	3
Bread	13.54385	13.93926	17.96969	17.4948	15.7369	2
Daniel	18.69252	8.247408	18.71932	15.64606	15.32633	1
Dex	18.13376	18.38344	13.04106	17.69424	16.81313	4
Dustin	12.94565	15.1147	24.06188	19.19643	17.82966	6
Gab			19.83228	14.37287	17.10258	5
Mike	29.24367	15.81995	23.96007	15.94359	21.24182	10
Parker	21.66795	16.75721	22.56182	19.87728	20.21606	8
Paul	23.35457	21.42293	15.75816	16.6542	19.29747	7

Daniel wins most consistent and surprisingly Mike was the least consistent.

Our loose cannoned friend Mike appears to have the most variation in his scoring.

Final point summary for this analysis:

– Dustin – 2: Best PF/PA Ratio and Best Win/Loss Ratio

– Daniel – 1: Most Consistent

– Paul -1: Above Average

– Dex – 1: Most Points For

-Andrew – 1: Top Score

Bonus Analysis: Comparing Draft Order to Final Ranking

I compared each persons draft order with their wins, losses, playoffs, and the final standing.  I have summarized the Draft Order with the number of playoffs with the average final standing and ranked them:

2015	Draft Order	Playoffs Y/N	Wins	Loss	Final Spot
Jesse	1	N	3	10	9
Paul	2	Y	9	4	3
Dex	3	Y	8	5	4
Andrew	4	Y	7	6	6
Mike	5	Y	9	4	1
Bread	6	N	3	10	10
Charlie	7	Y	6	7	5
Parker	8	N	6	7	7
Daniel	9	N	5	8	8
Dustin	10	Y	9	4	2
2016	Draft Order	Playoffs Y/N	Wins	Loss	Final Spot
Jesse	8	N	1	12	9
Paul	6	Y	8	5	5
Dex	9	Y	7	6	3
Andrew	5	N	5	8	10
Mike	4	N	6	7	8
Bread	1	Y	8	5	1
Charlie	2	Y	8	5	6
Parker	3	Y	8	5	4
Daniel	10	N	6	7	7
Dustin	7	Y	8	5	2
2017	Draft Order	Playoffs Y/N	Wins	Loss	Final Spot
Gab	2	N	6	7	8
Paul	6	Y	8	5	1
Dex	8	N	5	8	7
Andrew	1	Y	6	7	6
Mike	3	N	6	7	10
Bread	10	N	3	10	9
Charlie	5	Y	6	7	3
Parker	7	Y	8	5	5
Daniel	4	Y	8	5	2
Dustin	9	Y	9	4	4

Draft Order	#Playoffs	Average Place	Rank
1	2	5.3	4
2	2	5.7	7
3	2	6.0	8
4	2	5.3	4
5	2	4.7	2
6	2	5.3	4
7	3	4.0	1
8	0	7.7	10
9	2	5.0	3
10	1	6.0	8

It appears that the best spot to draft in is 7th and the worst is 8th.  Tbh in this analysis Jesse being awful skews the data.

I hope you all enjoyed this thorough summary of why Im still the best fantasy player!  And before I forget…

FUCK DANIEL