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lisphilar committed May 18, 2021
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Expand Down Expand Up @@ -215,10 +215,10 @@ <h1>Source code for covsirphy.cleaning.jhu_data</h1><div class="highlight"><pre>
<span class="n">CleaningBase</span><span class="o">.</span><span class="n">C</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">F</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">R</span><span class="p">,</span>
<span class="p">]</span>
<span class="n">OPTINAL_COLS</span> <span class="o">=</span> <span class="p">[</span><span class="n">CleaningBase</span><span class="o">.</span><span class="n">ISO3</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">N</span><span class="p">]</span>
<span class="c1"># Columns of self._clean_df</span>
<span class="c1"># Columns of self._cleaned_df</span>
<span class="n">RAW_COLS</span> <span class="o">=</span> <span class="p">[</span>
<span class="n">CleaningBase</span><span class="o">.</span><span class="n">DATE</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">ISO3</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">COUNTRY</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">PROVINCE</span><span class="p">,</span>
<span class="n">CleaningBase</span><span class="o">.</span><span class="n">C</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">F</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">R</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">N</span>
<span class="n">CleaningBase</span><span class="o">.</span><span class="n">C</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">CI</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">F</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">R</span><span class="p">,</span> <span class="n">CleaningBase</span><span class="o">.</span><span class="n">N</span>
<span class="p">]</span>
<span class="c1"># Columns of self.cleaned()</span>
<span class="n">CLEANED_COLS</span> <span class="o">=</span> <span class="p">[</span>
Expand All @@ -234,6 +234,7 @@ <h1>Source code for covsirphy.cleaning.jhu_data</h1><div class="highlight"><pre>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">citation</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
<span class="c1"># Raw data</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_raw</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_raw</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">REQUIRED_COLS</span><span class="p">,</span> <span class="n">optional_cols</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">OPTINAL_COLS</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_raw</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">CI</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
<span class="c1"># Data cleaning</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_cleaned_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">RAW_COLS</span><span class="p">)</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_raw</span><span class="o">.</span><span class="n">empty</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cleaning</span><span class="p">()</span>
<span class="c1"># Citation</span>
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