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mbeltagy/RelMathinJulia.ipynb

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Analysis of the rate of growth of different relgions
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RelMathinJulia.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This data is from http://fivethirtyeight.com/datalab/evangelical-protestants-are-the-biggest-winners-when-people-change-faiths/"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"using DataFrames"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# List of 12 U.S. religious groups stuided by Pew\n",
"religions = [\"Buddhist\", \"Catholic\", \"Evangel Prot\", \"Hindu\", \"Hist Black Prot\", \"Jehovahs Witness\", \"Jewish\", \"Mainline Prot\", \"Mormon\", \"Muslim\", \"Orthodox Christian\", \"Unaffiliated\"];"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"write_row (generic function with 1 method)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Create a .csv file with a function to write to it \n",
"csv = open(\"current.csv\", \"w\")\n",
"\n",
"function write_row(file,row) # A bit pointless to create a function for one line of code!\n",
" println(file,join(row,\",\"))\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# Intitial distribution of religions in US\n",
"firstyr = [.007, .208, .254, .007, .065, .008, .019, .147, .016, .009, .005, .228]\n",
"\n",
"# Normed to sum to 100%\n",
"currentyr = firstyr / sum(firstyr)\n",
"t0 = currentyr\n",
"write_row(csv,currentyr)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# Transition matrix \n",
"trans = [0.390296314 0.027141947 0.06791021 0.001857564 0 0 0.011166082 0.059762879 0 0 0 0.396569533 \n",
" 0.005370791 0.593173325 0.103151608 0.000649759 0.010486747 0.005563864 0.002041424 0.053825329 0.004760476 0.001130529 0.000884429 0.199488989 \n",
" 0.00371836 0.023900817 0.650773331 0.000250102 0.016774503 0.003098214 0.001865491 0.122807467 0.004203107 0.000186572 0.002123778 0.151866648 \n",
" 0 0 0.0033732 0.804072618 0 0.001511151 0 0.01234639 0 0.00209748 0 0.17659916 \n",
" 0.002051357 0.016851659 0.09549708 0 0.699214315 0.010620473 0.000338804 0.024372871 0.000637016 0.009406884 0.000116843 0.129892558 \n",
" 0 0.023278276 0.109573979 0 0.077957568 0.336280578 0 0.074844833 0.007624035 0 0 0.35110361 \n",
" 0.006783201 0.004082693 0.014329604 0 0 0.000610585 0.745731278 0.009587587 0 0 0.002512334 0.184058682 \n",
" 0.005770357 0.038017215 0.187857555 0.000467601 0.008144075 0.004763516 0.003601208 0.451798506 0.005753587 0.000965543 0.00109818 0.25750798 \n",
" 0.007263135 0.01684885 0.06319935 0.000248467 0.0059394 0 0.001649896 0.03464334 0.642777489 0.002606278 0 0.208904711 \n",
" 0 0.005890381 0.023573308 0 0.011510643 0 0.005518343 0.014032084 0 0.772783807 0 0.15424369 \n",
" 0.004580353 0.042045841 0.089264134 0 0.00527346 0 0 0.061471387 0.005979218 0.009113978 0.526728084 0.243246723 \n",
" 0.006438308 0.044866331 0.1928814 0.002035375 0.04295005 0.010833621 0.011541439 0.09457963 0.01365141 0.005884336 0.002892072 0.525359211]'\n",
"\n",
"# Fertility array\n",
"fert = [2.1 2.3 2.3 2.1 2.5 2.1 2 1.9 3.4 2.8 2.1 1.7]'\n",
"\n",
"# Create data frame for printing later\n",
"religionDataFrame = DataFrame([Float64 for i=1:size(trans,1)],map(symbol,religions),0);"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# Run model\n",
"for i=1:100\n",
"\n",
" ### beginning of conversion step\n",
" \n",
" # apply transition matrix to current distribution\n",
" currentyr = trans*currentyr\n",
" \n",
" ### beginning of fertility step\n",
" \n",
" # divide by two for couple number\n",
" currentyr = currentyr/2\n",
" \n",
" # adjust by fertility\n",
" \n",
" currentyr = fert .* currentyr\n",
" \n",
" # normalize to 100%\n",
" \n",
" currentyr = currentyr / sum(currentyr)\n",
" \n",
" write_row(csv,currentyr)\n",
" \n",
" # add to data frame\n",
" push!(religionDataFrame,currentyr )\n",
"end\n",
"\n",
"close(csv)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"<table class=\"data-frame\"><tr><th></th><th>Buddhist</th><th>Catholic</th><th>Evangel Prot</th><th>Hindu</th><th>Hist Black Prot</th><th>Jehovahs Witness</th><th>Jewish</th><th>Mainline Prot</th><th>Mormon</th><th>Muslim</th><th>Orthodox Christian</th><th>Unaffiliated</th></tr><tr><th>1</th><td>0.007924392409995429</td><td>0.17026276661625125</td><td>0.3095202473532574</td><td>0.006727790374211037</td><td>0.0800421123318788</td><td>0.008985860588999396</td><td>0.01849231182020692</td><td>0.12812286560571537</td><td>0.028069172901418776</td><td>0.013271458381968904</td><td>0.004466082030843636</td><td>0.22411493958525308</td></tr><tr><th>2</th><td>0.007980893672049842</td><td>0.1401184720662554</td><td>0.3318890141555965</td><td>0.006234239229696915</td><td>0.09030848508928589</td><td>0.00898020633549346</td><td>0.017417408558149095</td><td>0.1204773371994697</td><td>0.03964174280167379</td><td>0.017381600852762268</td><td>0.004069513755281452</td><td>0.21550108628428563</td></tr><tr><th>3</th><td>0.007856485731160906</td><td>0.11951403672980276</td><td>0.34040125976932345</td><td>0.0057520925301805526</td><td>0.09789036632698675</td><td>0.008785144911151321</td><td>0.016412063995809932</td><td>0.1172602238421945</td><td>0.05112741851177195</td><td>0.021557612340125928</td><td>0.0038124120446072335</td><td>0.20963088326688492</td></tr><tr><th>4</th><td>0.00770991400918685</td><td>0.10545317407969147</td><td>0.34154406570035445</td><td>0.005302675644973507</td><td>0.10324157671908603</td><td>0.008571522430346966</td><td>0.01552599607610867</td><td>0.11511678313376006</td><td>0.06248765429823896</td><td>0.025769941318417</td><td>0.003628545279497478</td><td>0.2056481513103385</td></tr><tr><th>5</th><td>0.007583156828200245</td><td>0.09577506521550959</td><td>0.33878007542034216</td><td>0.004895255378588308</td><td>0.1067813248746047</td><td>0.008375376677419156</td><td>0.014768483972211104</td><td>0.11312438747157434</td><td>0.07366096055688554</td><td>0.029978292962347698</td><td>0.0034845644078297937</td><td>0.2027930562344875</td></tr><tr><th>6</th><td>0.007481765818212254</td><td>0.08899554408179335</td><td>0.3340038631915517</td><td>0.004532312775126172</td><td>0.10886912659189009</td><td>0.008196985932398478</td><td>0.014130184226327974</td><td>0.11110262669434601</td><td>0.08457359994372646</td><td>0.03413782954562873</td><td>0.003363678653899256</td><td>0.20061248254509956</td></tr><tr><th>7</th><td>0.007401970074819224</td><td>0.0841249160845183</td><td>0.32827966902874356</td><td>0.004212773985743074</td><td>0.10981116470092188</td><td>0.008030994438977743</td><td>0.013595424264789706</td><td>0.10907022655429058</td><td>0.09515081094812285</td><td>0.03820464947509767</td><td>0.0032575772225691196</td><td>0.19885982322140625</td></tr><tr><th>8</th><td>0.007338853781396407</td><td>0.08051540170613485</td><td>0.32221652136263673</td><td>0.003933786928656655</td><td>0.10986780566622369</td><td>0.007873523492757502</td><td>0.013147825911098886</td><td>0.10708019507746884</td><td>0.10532412278794381</td><td>0.042139202020990876</td><td>0.003162212770998744</td><td>0.197400548493693</td></tr><tr><th>9</th><td>0.007288351447149635</td><td>0.07774798073354071</td><td>0.31616494736985784</td><td>0.00369168989604865</td><td>0.10925881827563905</td><td>0.007722788262110055</td><td>0.01277250743215163</td><td>0.10517626750587446</td><td>0.11503542050910784</td><td>0.045908098586170856</td><td>0.003075599439080309</td><td>0.19615753054326882</td></tr><tr><th>10</th><td>0.007247444334066232</td><td>0.07555343060282245</td><td>0.3103243931686928</td><td>0.0034825519174684996</td><td>0.10816733612662213</td><td>0.007578385926205231</td><td>0.012456736047702519</td><td>0.1033860568330674</td><td>0.12423887034870194</td><td>0.04948487136320137</td><td>0.002996694591943598</td><td>0.19508322873950568</td></tr><tr><th>11</th><td>0.007213946043033919</td><td>0.07375915092439037</td><td>0.3048041889594596</td><td>0.0033024800322432922</td><td>0.10674349694188101</td><td>0.007440602298812469</td><td>0.012189936407563443</td><td>0.10172377596702166</td><td>0.13290147916258951</td><td>0.052850060127544084</td><td>0.002924855924018362</td><td>0.1941460272114424</td></tr><tr><th>12</th><td>0.007186264662453066</td><td>0.07225417154610533</td><td>0.29965922640615267</td><td>0.0031477923981731467</td><td>0.10510812030739923</td><td>0.007309961937772782</td><td>0.011963460726917409</td><td>0.10019433536083813</td><td>0.1410027627460355</td><td>0.05599086950881864</td><td>0.0028595937867606984</td><td>0.19332344061257345</td></tr><tr><th>13</th><td>0.00716322210167009</td><td>0.07096650246758306</td><td>0.29491130100806895</td><td>0.003015109853519661</td><td>0.10335644608638006</td><td>0.007186980180987171</td><td>0.011770294247002683</td><td>0.09879670556996528</td><td>0.14853382543766994</td><td>0.058900556448186384</td><td>0.0028004680937875896</td><td>0.19259858850517922</td></tr><tr><th>14</th><td>0.007143929777667955</td><td>0.06984865790196804</td><td>0.29056207743999846</td><td>0.0029013961961882233</td><td>0.10156182616565637</td><td>0.007072044504500558</td><td>0.011604766922956818</td><td>0.09752627164892426</td><td>0.1554960638376975</td><td>0.061577660547866786</td><td>0.0027470518736727083</td><td>0.19195825318290216</td></tr><tr><th>15</th><td>0.007127705068658755</td><td>0.06886850134352897</td><td>0.2866010607227994</td><td>0.0028039660046712085</td><td>0.09977924283145295</td><td>0.006965370901305909</td><td>0.011462297620183073</td><td>0.09637637418692833</td><td>0.1618996579475953</td><td>0.06402516107296514</td><td>0.0026989230299414944</td><td>0.19139173926996933</td></tr><tr><th>16</th><td>0.0071140148213936555</td><td>0.0680035087233127</td><td>0.2830105530300127</td><td>0.0027204723932173444</td><td>0.09804855222525687</td><td>0.006867001175398402</td><td>0.011339177914107145</td><td>0.09533928556768716</td><td>0.16776197936536447</td><td>0.06624962368977506</td><td>0.002655666424246571</td><td>0.1908901646702281</td></tr><tr><th>17</th><td>0.0071024364650094296</td><td>0.0672372033175023</td><td>0.2797687755043874</td><td>0.002648883096069304</td><td>0.09639738821435057</td><td>0.006776820954745196</td><td>0.011232394494144348</td><td>0.09440681918000869</td><td>0.1731060178167903</td><td>0.06826038323768314</td><td>0.00261687859375291</td><td>0.19044599912555646</td></tr><tr><th>18</th><td>0.00709263067935471</td><td>0.06655695719468248</td><td>0.2768518633905959</td><td>0.002587450588490684</td><td>0.09484369667665905</td><td>0.006694586729905009</td><td>0.011139485983166159</td><td>0.0935707077290365</td><td>0.17795890104856674</td><td>0.07006879440975292</td><td>0.0025821721868230503</td><td>0.19005275338296676</td></tr><tr><th>19</th><td>0.007084321798014953</td><td>0.06595264469716279</td><td>0.2742351609787205</td><td>0.002534680061400866</td><td>0.09339789779788658</td><td>0.006619955267440682</td><td>0.011058429007760757</td><td>0.09282283820235747</td><td>0.18235055889407314</td><td>0.07168756987331554</td><td>0.002551179272722749</td><td>0.18970476414914392</td></tr><tr><th>20</th><td>0.007077283508622075</td><td>0.06541582232071792</td><td>0.2718940734379032</td><td>0.0024892977126530426</td><td>0.09206469367667247</td><td>0.0065525117448813576</td><td>0.010987548387428164</td><td>0.09215539766830766</td><td>0.18631256102224078</td><td>0.07313021518627826</td><td>0.0025235534818556053</td><td>0.1893970418524393</td></tr><tr><th>21</th><td>0.00707132826001341</td><td>0.06493923069011254</td><td>0.2698046310494755</td><td>0.0024502208517031545</td><td>0.09084455112308958</td><td>0.006491794754065036</td><td>0.010925446788376309</td><td>0.09156096271069161</td><td>0.18987714028440006</td><td>0.07441056193308067</td><td>0.0024989711790705475</td><td>0.18912516037592164</td></tr><tr><th>22</th><td>0.00706629931158358</td><td>0.06451649154749628</td><td>0.2679438608566729</td><td>0.0024165306364210644</td><td>0.08973489636292148</td><td>0.0064373174032048225</td><td>0.010870949832551907</td><td>0.09103255221052133</td><td>0.19307640003685325</td><td>0.07554239474699696</td><td>0.0024771319023815636</td><td>0.18888517515239484</td></tr><tr><th>23</th><td>0.0070620646946523</td><td>0.06414192141234178</td><td>0.26629002497338766</td><td>0.002387447798422598</td><td>0.08873106084758123</td><td>0.006388584389997632</td><td>0.010823063324450637</td><td>0.09056365541463345</td><td>0.19594169423637986</td><td>0.07653916408585776</td><td>0.0024577582615199233</td><td>0.18867356056077517</td></tr><tr><th>24</th><td>0.00705851257458696</td><td>0.06381041410198281</td><td>0.2648227637133397</td><td>0.002362311410545273</td><td>0.08782701680895143</td><td>0.006345105281726147</td><td>0.010780939886735983</td><td>0.09014824272341278</td><td>0.19850316304339619</td><td>0.07741377447030781</td><td>0.0024405954432944674</td><td>0.1884871605417204</td></tr><tr><th>25</th><td>0.007055547649709506</td><td>0.06351736327902098</td><td>0.26352316922071123</td><td>0.0023405605631584715</td><td>0.08701593866761705</td><td>0.006306404424979496</td><td>0.010743852848703645</td><td>0.08978076404703834</td><td>0.20078940349772184</td><td>0.07817843702074974</td><td>0.0024254104320600898</td><td>0.1883231483485296</td></tr><tr><th>26</th><td>0.007053088324538614</td><td>0.06325860789107722</td><td>0.262373807756085</td><td>0.002321718710881555</td><td>0.08629062274609058</td><td>0.0062720279828330575</td><td>0.010711175698727657</td><td>0.08945613809328902</td><td>0.20282725387307549</td><td>0.07884457519204004</td><td>0.0024119910262456706</td><td>0.18817899270511604</td></tr><tr><th>27</th><td>0.0070510644662746865</td><td>0.0630303905126817</td><td>0.26135870407775896</td><td>0.0023053804020429928</td><td>0.08564379357959608</td><td>0.006241548604420823</td><td>0.010682365794648244</td><td>0.08916973506798723</td><td>0.20464167092267446</td><td>0.07942277329417624</td><td>0.0024001447134519246</td><td>0.18805242856428658</td></tr><tr><th>28</th><td>0.007049415604343655</td><td>0.06282932291139927</td><td>0.26046329823312386</td><td>0.00229120009053732</td><td>0.08506832088935705</td><td>0.0062145681996748576</td><td>0.010656951332510644</td><td>0.08891735471102123</td><td>0.20625568084332113</td><td>0.0799227584485795</td><td>0.0023896974539942967</td><td>0.1879414312821372</td></tr><tr><th>29</th><td>0.007048089469530902</td><td>0.06265235572426976</td><td>0.25967438285521843</td><td>0.00227888273963899</td><td>0.08455736726663753</td><td>0.006190719239654024</td><td>0.010634520814745353</td><td>0.0886952012034828</td><td>0.20769038696470316</td><td>0.080353407868495</td><td>0.0023804924135285566</td><td>0.18784419344009562</td></tr><tr><th>30</th><td>0.007047040795916422</td><td>0.06249675062429539</td><td>0.2589800273762261</td><td>0.0022681759499968888</td><td>0.08410448297175108</td><td>0.006169664942615947</td><td>0.010614714444963038</td><td>0.0884998561854548</td><td>0.2089650195825457</td><td>0.08072277462917747</td><td>0.0023723886780425943</td><td>0.18775910381901478</td></tr><tr><th>&vellip;</th><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td></tr></table>"
],
"text/plain": [
"100x12 DataFrame\n",
"| Row | Buddhist | Catholic | Evangel Prot | Hindu | Hist Black Prot |\n",
"|-----|------------|-----------|--------------|------------|-----------------|\n",
"| 1 | 0.00792439 | 0.170263 | 0.30952 | 0.00672779 | 0.0800421 |\n",
"| 2 | 0.00798089 | 0.140118 | 0.331889 | 0.00623424 | 0.0903085 |\n",
"| 3 | 0.00785649 | 0.119514 | 0.340401 | 0.00575209 | 0.0978904 |\n",
"| 4 | 0.00770991 | 0.105453 | 0.341544 | 0.00530268 | 0.103242 |\n",
"| 5 | 0.00758316 | 0.0957751 | 0.33878 | 0.00489526 | 0.106781 |\n",
"| 6 | 0.00748177 | 0.0889955 | 0.334004 | 0.00453231 | 0.108869 |\n",
"| 7 | 0.00740197 | 0.0841249 | 0.32828 | 0.00421277 | 0.109811 |\n",
"| 8 | 0.00733885 | 0.0805154 | 0.322217 | 0.00393379 | 0.109868 |\n",
"| 9 | 0.00728835 | 0.077748 | 0.316165 | 0.00369169 | 0.109259 |\n",
"| 10 | 0.00724744 | 0.0755534 | 0.310324 | 0.00348255 | 0.108167 |\n",
"| 11 | 0.00721395 | 0.0737592 | 0.304804 | 0.00330248 | 0.106743 |\n",
"⋮\n",
"| 89 | 0.00705851 | 0.0614335 | 0.254178 | 0.00219677 | 0.080726 |\n",
"| 90 | 0.00705862 | 0.0614338 | 0.254179 | 0.00219678 | 0.0807255 |\n",
"| 91 | 0.00705872 | 0.061434 | 0.25418 | 0.00219679 | 0.080725 |\n",
"| 92 | 0.00705882 | 0.0614343 | 0.254181 | 0.0021968 | 0.0807246 |\n",
"| 93 | 0.00705892 | 0.0614346 | 0.254182 | 0.00219681 | 0.0807242 |\n",
"| 94 | 0.00705901 | 0.0614349 | 0.254183 | 0.00219681 | 0.0807238 |\n",
"| 95 | 0.0070591 | 0.0614351 | 0.254184 | 0.00219682 | 0.0807234 |\n",
"| 96 | 0.00705919 | 0.0614354 | 0.254185 | 0.00219683 | 0.0807231 |\n",
"| 97 | 0.00705927 | 0.0614356 | 0.254186 | 0.00219684 | 0.0807228 |\n",
"| 98 | 0.00705935 | 0.0614358 | 0.254186 | 0.00219685 | 0.0807225 |\n",
"| 99 | 0.00705942 | 0.0614361 | 0.254187 | 0.00219686 | 0.0807222 |\n",
"| 100 | 0.0070595 | 0.0614363 | 0.254188 | 0.00219687 | 0.0807219 |\n",
"\n",
"| Row | Jehovahs Witness | Jewish | Mainline Prot | Mormon | Muslim |\n",
"|-----|------------------|-----------|---------------|-----------|-----------|\n",
"| 1 | 0.00898586 | 0.0184923 | 0.128123 | 0.0280692 | 0.0132715 |\n",
"| 2 | 0.00898021 | 0.0174174 | 0.120477 | 0.0396417 | 0.0173816 |\n",
"| 3 | 0.00878514 | 0.0164121 | 0.11726 | 0.0511274 | 0.0215576 |\n",
"| 4 | 0.00857152 | 0.015526 | 0.115117 | 0.0624877 | 0.0257699 |\n",
"| 5 | 0.00837538 | 0.0147685 | 0.113124 | 0.073661 | 0.0299783 |\n",
"| 6 | 0.00819699 | 0.0141302 | 0.111103 | 0.0845736 | 0.0341378 |\n",
"| 7 | 0.00803099 | 0.0135954 | 0.10907 | 0.0951508 | 0.0382046 |\n",
"| 8 | 0.00787352 | 0.0131478 | 0.10708 | 0.105324 | 0.0421392 |\n",
"| 9 | 0.00772279 | 0.0127725 | 0.105176 | 0.115035 | 0.0459081 |\n",
"| 10 | 0.00757839 | 0.0124567 | 0.103386 | 0.124239 | 0.0494849 |\n",
"| 11 | 0.0074406 | 0.0121899 | 0.101724 | 0.132901 | 0.0528501 |\n",
"⋮\n",
"| 89 | 0.00601834 | 0.0104534 | 0.0871689 | 0.219682 | 0.0815363 |\n",
"| 90 | 0.00601835 | 0.0104533 | 0.0871693 | 0.219691 | 0.0815256 |\n",
"| 91 | 0.00601835 | 0.0104531 | 0.0871697 | 0.219699 | 0.0815152 |\n",
"| 92 | 0.00601835 | 0.010453 | 0.0871701 | 0.219708 | 0.0815053 |\n",
"| 93 | 0.00601836 | 0.0104529 | 0.0871705 | 0.219716 | 0.0814957 |\n",
"| 94 | 0.00601836 | 0.0104528 | 0.0871708 | 0.219723 | 0.0814865 |\n",
"| 95 | 0.00601836 | 0.0104527 | 0.0871711 | 0.219731 | 0.0814777 |\n",
"| 96 | 0.00601837 | 0.0104526 | 0.0871715 | 0.219738 | 0.0814692 |\n",
"| 97 | 0.00601837 | 0.0104525 | 0.0871718 | 0.219744 | 0.0814611 |\n",
"| 98 | 0.00601838 | 0.0104524 | 0.0871721 | 0.219751 | 0.0814532 |\n",
"| 99 | 0.00601838 | 0.0104524 | 0.0871724 | 0.219757 | 0.0814457 |\n",
"| 100 | 0.00601839 | 0.0104523 | 0.0871727 | 0.219763 | 0.0814385 |\n",
"\n",
"| Row | Orthodox Christian | Unaffiliated |\n",
"|-----|--------------------|--------------|\n",
"| 1 | 0.00446608 | 0.224115 |\n",
"| 2 | 0.00406951 | 0.215501 |\n",
"| 3 | 0.00381241 | 0.209631 |\n",
"| 4 | 0.00362855 | 0.205648 |\n",
"| 5 | 0.00348456 | 0.202793 |\n",
"| 6 | 0.00336368 | 0.200612 |\n",
"| 7 | 0.00325758 | 0.19886 |\n",
"| 8 | 0.00316221 | 0.197401 |\n",
"| 9 | 0.0030756 | 0.196158 |\n",
"| 10 | 0.00299669 | 0.195083 |\n",
"| 11 | 0.00292486 | 0.194146 |\n",
"⋮\n",
"| 89 | 0.00231513 | 0.187233 |\n",
"| 90 | 0.00231513 | 0.187234 |\n",
"| 91 | 0.00231513 | 0.187234 |\n",
"| 92 | 0.00231514 | 0.187235 |\n",
"| 93 | 0.00231514 | 0.187235 |\n",
"| 94 | 0.00231515 | 0.187236 |\n",
"| 95 | 0.00231515 | 0.187236 |\n",
"| 96 | 0.00231515 | 0.187236 |\n",
"| 97 | 0.00231516 | 0.187237 |\n",
"| 98 | 0.00231516 | 0.187237 |\n",
"| 99 | 0.00231517 | 0.187237 |\n",
"| 100 | 0.00231517 | 0.187238 |"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Print data frame with results\n",
"religionDataFrame"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 0.3.8",
"language": "julia",
"name": "julia-0.3"
},
"language_info": {
"name": "julia",
"version": "0.3.8"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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