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<h1><a href="g20_home.html"></a>The G20: A Military, Educational, and Healthcare Perspective</h1>
<h3></h3>
<h3>DATS 6401 | Joseph Valle</h3>
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<li><a href="g20_home.html">Home</a></li>
<li><a href="g20_military.html">Military</a></li>
<li><a href="g20_education.html">Education</a></li>
<li><a href="g20_healthcare.html">Healthcare</a></li>
<li><a href="g20_case_study.html">Case Study</a></li>
<li><a href="g20_conclusions.html">Conclusions</a></li>
<li class="selected"><a href="g20_references.html">References</a></li>
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<h1>References</h1>
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<li><a href="https://docs.google.com/spreadsheets/d/1Ig9G4lXtKgSdBzU0NNRTALwu5cebPNdkeYjgxh98U2M/edit#gid=1568021285">Link to Google Sheets data</a></li>
<li>Current health expenditure (% of GDP) | Data. (n.d.). Retrieved January 29, 2021, from https://data.worldbank.org/indicator/SH.XPD.CHEX.GD.ZS.</li>
<li>GDP (current US$) | Data. (n.d.). Retrieved January 29, 2021, from https://data.worldbank.org/indicator/NY.GDP.MKTP.CD.</li>
<li>Government current expenditures: Education. (2020, November 4). Retrieved February 3, 2021, from https://fred.stlouisfed.org/series/G160291A027NBEA.</li>
<li>How can I use the apply() function for a single column? (2020, November 2). Retrieved February 4, 2021, from https://stackoverflow.com/questions/34962104/how-can-i-use-the-apply-function-for-a-single-column.</li>
<li>How to drop unnamed column in Pandas? 5 Steps Only. (n.d.). Retrieved February 4, 2021, from https://www.datasciencelearner.com/drop-unnamed-column-pandas/.</li>
<li>How to Export Pandas DataFrame to an Excel File. (2020, July 1). Retrieved February 4, 2021, from https://datatofish.com/export-dataframe-to-excel/.</li>
<li>List of G20 Members. (n.d.). Retrieved January 29, 2021, from https://www.worldatlas.com/articles/g20-members.html.</li>
<li>Military expenditure (% of GDP) | Data. (n.d.). Retrieved January 29, 2021, from https://data.worldbank.org/indicator/MS.MIL.XPND.GD.ZS.</li>
<li>PISA 2018 Worldwide Ranking - average score of mathematics, science and reading. (n.d.). Retrieved February 17, 2021, from https://factsmaps.com/pisa-2018-worldwide-ranking-average-score-of-mathematics-science-reading/.</li>
<li>Public spending on education as a share of gross domestic product (%). (n.d.). Retrieved January 30, 2021, from https://knoema.com/atlas/topics/Education/Expenditures-on-Education/Public-spending-on-education-as-a-share-of-GDP?action=export&gadget=tranking-container.</li>
<li>Remove index name in pandas. (2018, February 16). Retrieved February 4, 2021, from https://stackoverflow.com/questions/29765548/remove-index-name-in-pandas.</li>
<li>Schleicher, Andreas. (2018). PISA 2018: Insights and Interpretations. Program for International Student Advancement. https://www.oecd.org/pisa/PISA%202018%20Insights%20and%20Interpretations%20FINAL%20PDF.pdf.</li>
<li>Textor, C. (2020, November 19). Public expenditure on education as a share of gross domestic product (GDP) in China from 2009 to 2019. Retrieved January 30, 2021, from https://www.statista.com/statistics/1113951/china-public-education-expenditure-as-a-share-of-gdp/.</li>
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© <script>var d = new Date(); document.write(d.getFullYear());</script> | Joseph Valle
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