Created
January 20, 2016 14:23
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A random collection of facts and some sketchy math re: zika
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"A random collection of facts and some sketchy math." | |
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"outbreak_duration = 6\n", | |
"microcephalic_births_brazil = 3500 #microcephalic births during outbreak period\n", | |
"births_during_outbreak = (3.5e6/12)*outbreak_duration #all births during outbreak period\n", | |
"attack_rate = .73 #attack rate from Yap Island \n", | |
" #(likely overestimate due to xreactivity)" | |
] | |
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"0.003" | |
] | |
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"execution_count": 22, | |
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"source": [ | |
"risk = microcephalic_births_brazil / (births_during_outbreak * attack_rate)\n", | |
"round(risk, 3)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 36, | |
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"def six_month_incidence(annual_births):\n", | |
" births_in_study_period = annual_births/outbreak_duration\n", | |
" births_to_infected_mothers = births_in_study_period * attack_rate\n", | |
" \n", | |
" expected_cases = births_to_infected_mothers * risk\n", | |
" \n", | |
" return int(round(expected_cases, 0))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 37, | |
"metadata": { | |
"collapsed": true | |
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"hawaii = six_month_incidence(18987)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 38, | |
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"6" | |
] | |
}, | |
"execution_count": 38, | |
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"hawaii" | |
] | |
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{ | |
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"execution_count": 39, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"puerto_rico = six_month_incidence(36486)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 40, | |
"metadata": { | |
"collapsed": false | |
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{ | |
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"12" | |
] | |
}, | |
"execution_count": 40, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"puerto_rico" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
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"http://www.who.int/csr/don/8-january-2016-brazil-microcephaly/en/\n", | |
"http://www.eurosurveillance.org/images/dynamic/EE/V19N09/art20720.pdf\n", | |
"http://www.cdc.gov/nchs/data/nvsr/nvsr64/nvsr64_01.pdf" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 2", | |
"language": "python", | |
"name": "python2" | |
}, | |
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"name": "ipython", | |
"version": 2 | |
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"name": "python", | |
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"pygments_lexer": "ipython2", | |
"version": "2.7.10" | |
} | |
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"nbformat": 4, | |
"nbformat_minor": 0 | |
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