Gender Ratio on Dating Sites by Age & Histogram of Age (click on image to see HD version)

 

Here is an “un-stacked” version of the Histogram.

 

(Note: Data for age 60 and 61 were binned in the age 60 bin.)

View SVG version here: http://thomaz.me/data/SVG_Histogram_of_Age_on_Dating_Sites_Gender_Ratio_VS_Age_on_Dating_Sites.svg  (CTRL + to zoom in as much as you want.)

These data are from dating profiles all over the world. Note: The majority are from the US.

I always love seeing the raw data when I look at graphs so here is the table.

Age	Male	Female	Ratio
18	63,121	42,325	1.49
19	79,815	50,706	1.57
20	94,232	50,653	1.86
21	108,934	55,031	1.98
22	116,770	56,519	2.07
23	126,399	59,867	2.11
24	118,945	54,811	2.17
25	116,456	51,950	2.24
26	106,582	47,846	2.23
27	99,426	45,602	2.18
28	95,564	43,462	2.20
29	82,679	39,019	2.12
30	76,690	37,518	2.04
31	67,896	34,600	1.96
32	63,449	32,668	1.94
33	64,913	34,147	1.90
34	50,776	28,700	1.77
35	47,415	26,980	1.76
36	43,093	25,513	1.69
37	39,639	24,595	1.61
38	38,744	23,991	1.61
39	34,014	22,261	1.53
40	33,279	22,287	1.49
41	30,630	21,679	1.41
42	30,625	22,103	1.39
43	32,195	22,846	1.41
44	26,349	19,904	1.32
45	24,136	18,773	1.29
46	22,017	17,826	1.24
47	21,100	17,542	1.20
48	20,458	17,386	1.18
49	18,331	16,022	1.14
50	16,591	14,604	1.14
51	14,336	13,029	1.10
52	13,420	12,345	1.09
53	13,167	12,037	1.09
54	10,338	9,767	1.06
55	9,679	9,166	1.06
56	8,434	8,152	1.03
57	7,410	7,067	1.05
58	6,869	6,490	1.06
59	5,492	5,590	0.98
60	4,836	4,760	1.02

 

 

 

Tools used:

Python for data mining

BeautifulSoup for HTML parsing (Python)

MongoDB for data storage (PyMongo, Python)

Matplotlib to create the graph (Python)

 

 

If you want to leave a comment – post it here: http://www.reddit.com/r/dataisbeautiful/comments/2whp4g/gender_ratio_on_dating_sites_by_age_with/

 

 

 

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