Skip to content

Instantly share code, notes, and snippets.

@rndmcnlly

rndmcnlly/Ratio.ipynb

Last active February 26, 2021 23:40
Show Gist options
  • Save rndmcnlly/4034c777c57f102de30b0621d71ec562 to your computer and use it in GitHub Desktop.
Save rndmcnlly/4034c777c57f102de30b0621d71ec562 to your computer and use it in GitHub Desktop.
Download ZIP
Raw
_binder.md

Reproduce this analysis for yourself! launch binder

Display the source blob
Display the rendered blob
Raw
Ratio.ipynb
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Raw
requirements.txt
matplotlib
pandas
Raw
wpd_datasets.csv
white black
X Y X Y
0.26245492788461533 1911405.5013078083 0.26245492788461533 533228.3676037458
1.0864633413461533 1935378.7626934245 1.0864633413461533 540648.6627945318
1.9104717548076922 1956783.4603591536 1.9104717548076922 550066.7297674529
2.73448016826923 1978473.5539937587 2.73448016826923 555631.9511605422
3.55848858173077 1988462.412904432 3.55848858173077 557201.6289893622
4.382496995192308 1986750.037091174 4.382496995192308 556060.0451138569
5.206505408653846 1983753.3794179717 5.206505408653846 554490.367285037
6.030513822115384 1990745.5806554432 6.030513822115384 556488.1390671711
6.8545222355769235 2002304.117394937 6.8545222355769235 560055.5886781262
7.6785306490384615 2004444.5871615096 7.6785306490384615 559056.7027870584
8.502539062499999 2011151.3924301045 8.502539062499999 560626.3806158789
9.214182692307691 2032698.7880802718 9.32654747596154 569330.9576666085
9.813461538461539 2070371.0559719545 10.150555889423078 581460.2863438549
10.525105168269231 2097340.9750307733 10.974564302884616 581174.8903749785
11.34911358173077 2112609.6593656596 11.798572716346154 572470.3133242484
12.173121995192307 2121456.9344008276 12.622581129807692 565335.4141023392
12.997130408653845 2137724.5046267817 13.44658954326923 562053.3604602609
13.821138822115383 2164694.4236855996 14.270597956730768 560340.9846470025
14.645147235576921 2170973.13500088 15.094606370192306 561625.2665069466
15.469155649038463 2170830.437016442 15.918614783653847 570900.6354954285
16.180799278846152 2184957.537475823 16.742623197115385 588024.3936280119
16.742623197115385 2220611.6481590224 17.566631610576923 604720.0578072802
17.34190204326923 2255244.222477435 18.39064002403846 608002.1114493585
18.09100060096154 2283561.844722614 19.2146484375 602151.4940873929
18.915009014423077 2280707.88503385 20.038656850961537 606147.0376516622
19.739017427884615 2284703.4285981194 20.862665264423075 607431.3195116059
20.563025841346153 2296975.455259804 21.686673677884617 608715.6013715495
21.38703425480769 2316096.985174522 22.510682091346155 626267.4534574472
22.173587740384615 2343494.998186655 23.334690504807693 652809.2785629514
22.922686298076922 2378969.7171179894 24.15869891826923 676782.5399485677
23.709239783653846 2412560.82265474 24.98270733173077 693906.2980811503
24.49579326923077 2445524.0570599623 25.806715745192307 706749.1166805876
25.13252704326923 2478263.0517753535 26.696821090214932 716570.0956095695
25.61944110576923 2514328.2685565776 27.454732572115383 722374.5459765699
26.068900240384615 2548599.56781915 28.278740985576924 692051.224283454
26.518359375 2581824.4151958423 29.065294471153848 656876.1711194399
27.15509314903846 2615477.3565258496 29.851847956730772 624412.379659751
27.9791015625 2618616.7121834895 30.675856370192307 601580.7021496398
28.61048463255495 2573564.919953718 31.499864783653848 587596.2996746972
29.02783954326923 2540560.9146957984 32.32387319711538 581174.8903749785
29.851847956730772 2504315.626648498 33.147881610576924 574039.9911530688
30.675856370192307 2477916.499527432 33.971890024038466 556773.5350360475
31.499864783653848 2478629.989449623 34.7958984375 557629.7229426773
32.32387319711538 2496467.237504397 35.61990685096154 557344.3269738005
33.08046274038462 2498265.2321083182 36.443915264423076 555489.2531761043
33.575937929258245 2461893.5544176577 37.26792367788462 559056.7027870584
34.271529447115384 2442527.3993867603 38.09193209134615 566334.299993407
35.095537860576925 2464788.2849591183 38.91594050480769 539792.4748879028
35.91954627403846 2464074.795036928 39.739948918269235 520528.2469887468
36.7435546875 2451517.3724063663 40.56395733173077 511680.97195357876
37.56756310096154 2462362.419223669 41.38796574519231 500693.22715183813
38.134737723214286 2452027.008065074 42.211974158653845 492702.1400232995
38.35946729052198 2417045.6164513687 43.03598257211539 499837.0392452092
38.653756009615385 2377831.700692095 43.85999098557692 489420.0863812212
39.04533025568182 2333363.441291543 44.68399939903846 496269.58963425364
39.81485877403846 2296975.455259804 45.508007812500004 510111.2941247588
40.638867187500004 2269862.838216548 46.33201622596154 526378.8643507129
41.275600961538466 2238064.970684237 47.15602463942308 540505.9648100939
41.94354717548077 2200131.0898210844 47.980033052884615 536938.5151991388
42.5692365477071 2225165.438783292 48.804041466346156 508827.0122648147
43.18580228365385 2251740.194192897 49.62804987980769 501264.0190895912
44.009810697115384 2216636.4900211017 50.45205829326923 501121.32110515283
44.77389122596154 2242878.6493592854 51.276066706730774 505973.05257605156
45.165562757554945 2280932.1247236812 52.10007512019231 521669.8308642525
45.39564302884615 2320473.056697293 52.92408353365385 539649.7769034649
45.65782752403846 2358743.297095193 53.748091947115384 539792.4748879028
45.86115427541208 2391706.5315004154 54.572100360576925 533656.4615570605
46.082316706730765 2432617.8171341084 55.39610877403847 527663.146210656
46.30704627403846 2479882.5606463584 56.2201171875 522954.1127241957
46.538018329326924 2526166.255515596 57.04412560096154 525379.9784596451
46.685162688873625 2565716.5308096167 57.86813401442308 531373.2938060495
46.90632512019231 2608421.733961961 58.69214242788462 515676.5155178481
47.30584435096154 2648460.9763574204 59.51615084134616 498552.7573852651
48.02997295673077 2662976.7589458423 60.34015925480769 487993.10653683916
48.5568389423077 2614735.3270067708 61.16416766826923 478432.3415794801
48.887274639423076 2574063.2303755656 61.98817608173077 460737.791509144
49.44077524038462 2542059.2435323996 62.81218449519231 447752.2749252692
50.15241887019231 2523579.8545476533 63.636192908653854 425776.78532178747
50.90151742788462 2556971.182906191 64.46020132211538 401090.0340139796
51.57570612980769 2592724.95567376 65.28420973557692 379114.5444104979
52.0626201923077 2627606.685203096 66.10821814903846 362989.6721689827
52.29983473557692 2673999.3854771126 66.9322265625 356710.9608537024
52.52456430288461 2719171.2252176027 67.75623497596155 346151.31000527553
52.749293870192304 2765215.108196326 68.58024338942307 327315.1760594342
53.00731670673077 2814572.7554803365 69.40425180288462 308193.64614471653
53.37354266826923 2852227.5825072546 70.22826021634616 292782.2638253919
53.72312199519231 2889045.2480254686 71.0522686298077 271520.2641441012
54.2724609375 2927557.8484921763 71.87627704326924 230565.9426103402
55.09646935096154 2954242.3715821183 72.70028545673077 218722.00990197016
55.84556790865385 2982528.2831640886 73.52429387019231 208447.75502242008
56.40739182692308 3017410.0126934247 74.34830228365385 198458.89611174678
57.04412560096154 3055415.242548797 75.17231069711539 189183.52712326404
57.88596969436813 3072157.7177070873 75.99631911057692 172345.16495955782
58.579777644230774 3030032.838566853 76.82032752403846 160929.32620450202
59.29142127403846 3010322.6794663277 77.6443359375 153080.9370604013
60.1154296875 3013033.9411706533 78.46834435096154 141807.79628978437
60.864528245192304 2993516.0279658297 79.29235276442309 130534.6555191665
61.276532451923075 2954884.51251209 80.11636117788461 122686.26637506625
61.613626802884625 2918978.1321778297 80.94036959134615 113553.59537102235
62.063085937500006 2887602.4128494826 81.7643780048077 107560.28002461791
62.88709435096155 2870906.748670214 82.58838641826924 100853.47475602338
63.37400841346154 2830879.964035301 83.41239483173078 91720.80375197856
63.7485576923077 2797131.8907156684 84.2364032451923 82873.52871681098
64.13332195148601 2762170.8845283114 85.06041165865385 76737.51538596861
64.58005709134616 2724926.7105899435 85.88442007211539 69174.52221074421
64.94711538461539 2691021.669487429 86.70842848557693 62325.018957710825
65.33187964379371 2655432.7921685437 87.53243689903846 57758.68345568888
65.76090881774476 2618616.7121834895 88.3564453125 52621.55601591384
66.14567307692307 2583027.8348646043 89.18045372596154 46200.14671619516
66.52022235576923 2549750.664893618 89.85464242788461 42347.30113636423
66.92473557692308 2515845.6237911033
67.53150540865384 2476917.6136363647
68.1307842548077 2439070.9370970353
68.8798828125 2408565.2790904706
69.75575189534024 2402539.0334399655
70.36309795673077 2444425.282579788
70.77986915428322 2485622.1906870943
70.89495793269231 2519612.8505802723
70.97735877403846 2544413.76027563
71.13654221754808 2438264.297101669
71.20208834134615 2397491.9154980667
71.17711838942307 2360499.841332206
71.30196814903847 2324135.6382978735
71.29198016826923 2290439.887572535
71.34120664491759 2250659.7665964365
71.42681790865385 2201526.3590022577
71.50172776442308 2145366.774460027
71.57663762019232 2089556.0072130891
71.65154747596154 2033570.8313185053
71.72645733173077 1977934.4727192144
71.8013671875 1922123.705472277
71.87627704326924 1865964.120930046
72.13846153846154 1809243.9371632366
72.9999248798077 1781264.9395001766
73.82393329326923 1758005.1680367514
74.7228515625 1779307.9385707388
75.17231069711539 1781550.3354690531
75.18729266826924 1742936.2608800784
75.36493604052198 1703963.4027873732
75.4344951923077 1665917.4020793042
75.64049729567309 1623012.8747582212
75.78229095123626 1579734.6146207522
75.95886418269231 1540866.4017166356
76.10333319024726 1505959.7566662068
76.40297261332417 1470305.6459830073
76.63305288461538 1431773.7926136372
76.85778245192309 1396717.6544366544
77.11996694711539 1361072.8870738642
77.45706129807692 1325401.9584139274
77.83161057692308 1287729.6905222447
78.20615985576923 1254531.0044426988
78.73052884615385 1218035.9949226314
79.16126051682693 1183503.0826885886
79.70435697115386 1147923.718568666
80.12884615384617 1106196.4496191982
80.49091045673077 1066562.08444149
80.79887319711538 1031418.7419406842
81.26810021033654 998869.7280736226
81.83928786057693 961954.2691351208
82.40111177884616 927645.5965909096
82.92548076923077 894159.1362427473
83.2251201923077 857637.9654255328
83.56221454326923 819926.4555881293
83.92995383522728 782664.4444017066
84.64840745192308 749958.0663684723
85.32259615384616 716523.9286146043
85.921875 683756.9039379843
86.52115384615385 650401.2500755568
87.1204326923077 616849.3864845266
87.71971153846154 583297.5228934968
88.24408052884615 547521.9490449717
88.69353966346154 512204.1978965192
89.21790865384615 476951.84999093367
89.8171875 444969.66422872385
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment