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3	pkgname·=·python-agate	3	pkgname·=·python-agate
4	pkgbase·=·python-agate	4	pkgbase·=·python-agate
5	pkgver·=·1.9.1-1	5	pkgver·=·1.9.1-1
6	pkgdesc·=·A·data·analysis·library·that·is·optimized·for·humans·instead·of·machines	6	pkgdesc·=·A·data·analysis·library·that·is·optimized·for·humans·instead·of·machines
7	url·=·https://agate.readthedocs.org/	7	url·=·https://agate.readthedocs.org/
8	builddate·=·1707826447	8	builddate·=·1707826447
9	packager·=·Reproducible·Arch·Linux·tests·<reproducible@archlinux.org>	9	packager·=·Reproducible·Arch·Linux·tests·<reproducible@archlinux.org>
10	size·=·2867994	10	size·=·2879311
11	arch·=·any	11	arch·=·any
12	license·=·MIT	12	license·=·MIT
13	depend·=·python	13	depend·=·python
14	depend·=·python-babel	14	depend·=·python-babel
15	depend·=·python-isodate	15	depend·=·python-isodate
16	depend·=·python-leather	16	depend·=·python-leather
17	depend·=·python-parsedatetime	17	depend·=·python-parsedatetime


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238	··········</label>	238	··········</label>
239	········</div>	239	········</div>
240	········<article·role="main">	240	········<article·role="main">
241	··········<section·id="module-agate.aggregations">	241	··········<section·id="module-agate.aggregations">
242	<span·id="aggregations"></span><h1>Aggregations<a·class="headerlink"·href="#module-agate.aggregations"·title="Link·to·this·heading">#</a></h1>	242	<span·id="aggregations"></span><h1>Aggregations<a·class="headerlink"·href="#module-agate.aggregations"·title="Link·to·this·heading">#</a></h1>
243	<p>Aggregations·create·a·new·value·by·summarizing·a·<a·class="reference·internal"·href="columns_and_rows.html#agate.Column"·title="agate.Column"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Column</span></code></a>.·For	243	<p>Aggregations·create·a·new·value·by·summarizing·a·<a·class="reference·internal"·href="columns_and_rows.html#agate.Column"·title="agate.Column"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Column</span></code></a>.·For
244	example,·<a·class="reference·internal"·href="#agate.Mean"·title="agate.Mean"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Mean</span></code></a>,·when·applied·to·a·column·containing·<a·class="reference·internal"·href="data_types.html#agate.Number"·title="agate.Number"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Number</span></code></a>	244	example,·<a·class="reference·internal"·href="#agate.Mean"·title="agate.Mean"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Mean</span></code></a>,·when·applied·to·a·column·containing·<a·class="reference·internal"·href="data_types.html#agate.Number"·title="agate.Number"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Number</span></code></a>
245	data,·returns·a·single·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code>·value·which·is·the·average·of	245	data,·returns·a·single·<a·class="reference·external"·href="https://docs.python.org/3/library/decimal.html#decimal.Decimal"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code></a>·value·which·is·the·average·of
246	all·values·in·that·column.</p>	246	all·values·in·that·column.</p>
247	<p>Aggregations·can·be·applied·to·single·columns·using·the·<a·class="reference·internal"·href="table.html#agate.Table.aggregate"·title="agate.Table.aggregate"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Table.aggregate()</span></code></a>	247	<p>Aggregations·can·be·applied·to·single·columns·using·the·<a·class="reference·internal"·href="table.html#agate.Table.aggregate"·title="agate.Table.aggregate"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Table.aggregate()</span></code></a>
248	method.·The·result·is·a·single·value·if·a·one·aggregation·was·applied,·or	248	method.·The·result·is·a·single·value·if·a·one·aggregation·was·applied,·or
249	a·tuple·of·values·if·a·sequence·of·aggregations·was·applied.</p>	249	a·tuple·of·values·if·a·sequence·of·aggregations·was·applied.</p>
250	<p>Aggregations·can·be·applied·to·instances·of·<a·class="reference·internal"·href="tableset.html#agate.TableSet"·title="agate.TableSet"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TableSet</span></code></a>·using·the	250	<p>Aggregations·can·be·applied·to·instances·of·<a·class="reference·internal"·href="tableset.html#agate.TableSet"·title="agate.TableSet"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TableSet</span></code></a>·using·the
251	<a·class="reference·internal"·href="tableset.html#agate.TableSet.aggregate"·title="agate.TableSet.aggregate"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">TableSet.aggregate()</span></code></a>·method.·The·result·is·a·new·<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a>	251	<a·class="reference·internal"·href="tableset.html#agate.TableSet.aggregate"·title="agate.TableSet.aggregate"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">TableSet.aggregate()</span></code></a>·method.·The·result·is·a·new·<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a>
252	with·a·column·for·each·aggregation·and·a·row·for·each·table·in·the·set.</p>	252	with·a·column·for·each·aggregation·and·a·row·for·each·table·in·the·set.</p>
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356	</div>	356	</div>
357	</section>	357	</section>
358	<section·id="detailed-list">	358	<section·id="detailed-list">
359	<h2>Detailed·list<a·class="headerlink"·href="#detailed-list"·title="Link·to·this·heading">#</a></h2>	359	<h2>Detailed·list<a·class="headerlink"·href="#detailed-list"·title="Link·to·this·heading">#</a></h2>
360	<dl·class="py·class">	360	<dl·class="py·class">
361	<dt·class="sig·sig-object·py"·id="agate.Aggregation">	361	<dt·class="sig·sig-object·py"·id="agate.Aggregation">
362	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">Aggregation</span></span><a·class="headerlink"·href="#agate.Aggregation"·title="Link·to·this·definition">#</a></dt>	362	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">Aggregation</span></span><a·class="headerlink"·href="#agate.Aggregation"·title="Link·to·this·definition">#</a></dt>
363	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></p>	363	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#object"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></a></p>
364	<p>Aggregations·create·a·new·value·by·summarizing·a·<a·class="reference·internal"·href="columns_and_rows.html#agate.Column"·title="agate.Column"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Column</span></code></a>.</p>	364	<p>Aggregations·create·a·new·value·by·summarizing·a·<a·class="reference·internal"·href="columns_and_rows.html#agate.Column"·title="agate.Column"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Column</span></code></a>.</p>
365	<p>Aggregations·are·applied·with·<a·class="reference·internal"·href="table.html#agate.Table.aggregate"·title="agate.Table.aggregate"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Table.aggregate()</span></code></a>·and	365	<p>Aggregations·are·applied·with·<a·class="reference·internal"·href="table.html#agate.Table.aggregate"·title="agate.Table.aggregate"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Table.aggregate()</span></code></a>·and
366	<a·class="reference·internal"·href="tableset.html#agate.TableSet.aggregate"·title="agate.TableSet.aggregate"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">TableSet.aggregate()</span></code></a>.</p>	366	<a·class="reference·internal"·href="tableset.html#agate.TableSet.aggregate"·title="agate.TableSet.aggregate"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">TableSet.aggregate()</span></code></a>.</p>
367	<p>When·creating·a·custom·aggregation,·ensure·that·the·values·returned·by	367	<p>When·creating·a·custom·aggregation,·ensure·that·the·values·returned·by
368	<a·class="reference·internal"·href="#agate.Aggregation.run"·title="agate.Aggregation.run"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Aggregation.run()</span></code></a>·are·of·the·type·specified·by	368	<a·class="reference·internal"·href="#agate.Aggregation.run"·title="agate.Aggregation.run"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Aggregation.run()</span></code></a>·are·of·the·type·specified·by
369	<a·class="reference·internal"·href="#agate.Aggregation.get_aggregate_data_type"·title="agate.Aggregation.get_aggregate_data_type"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Aggregation.get_aggregate_data_type()</span></code></a>.·This·can·be·ensured·by·using	369	<a·class="reference·internal"·href="#agate.Aggregation.get_aggregate_data_type"·title="agate.Aggregation.get_aggregate_data_type"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Aggregation.get_aggregate_data_type()</span></code></a>.·This·can·be·ensured·by·using
370	the·<a·class="reference·internal"·href="data_types.html#agate.DataType.cast"·title="agate.DataType.cast"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataType.cast()</span></code></a>·method.·See·<a·class="reference·internal"·href="#agate.Summary"·title="agate.Summary"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Summary</span></code></a>·for·an·example.</p>	370	the·<a·class="reference·internal"·href="data_types.html#agate.DataType.cast"·title="agate.DataType.cast"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataType.cast()</span></code></a>·method.·See·<a·class="reference·internal"·href="#agate.Summary"·title="agate.Summary"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Summary</span></code></a>·for·an·example.</p>
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428	</dd></dl>	428	</dd></dl>

429	<dl·class="py·method">	429	<dl·class="py·method">
430	<dt·class="sig·sig-object·py"·id="agate.All.run">	430	<dt·class="sig·sig-object·py"·id="agate.All.run">
431	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.All.run"·title="Link·to·this·definition">#</a></dt>	431	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.All.run"·title="Link·to·this·definition">#</a></dt>
432	<dd><dl·class="field-list·simple">	432	<dd><dl·class="field-list·simple">
433	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>	433	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>
434	<dd·class="field-odd"><p><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">bool</span></code></p>	434	<dd·class="field-odd"><p><a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#bool"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">bool</span></code></a></p>
435	</dd>	435	</dd>
436	</dl>	436	</dl>
437	</dd></dl>	437	</dd></dl>

438	</dd></dl>	438	</dd></dl>

439	<dl·class="py·class">	439	<dl·class="py·class">
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761	</dd></dl>	761	</dd></dl>

762	<dl·class="py·method">	762	<dl·class="py·method">
763	<dt·class="sig·sig-object·py"·id="agate.MaxLength.run">	763	<dt·class="sig·sig-object·py"·id="agate.MaxLength.run">
764	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.MaxLength.run"·title="Link·to·this·definition">#</a></dt>	764	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.MaxLength.run"·title="Link·to·this·definition">#</a></dt>
765	<dd><dl·class="field-list·simple">	765	<dd><dl·class="field-list·simple">
766	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>	766	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>
767	<dd·class="field-odd"><p><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">int</span></code>.</p>	767	<dd·class="field-odd"><p><a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#int"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">int</span></code></a>.</p>
768	</dd>	768	</dd>
769	</dl>	769	</dl>
770	</dd></dl>	770	</dd></dl>

771	</dd></dl>	771	</dd></dl>

772	<dl·class="py·class">	772	<dl·class="py·class">


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56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g	56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g
57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p	57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p
58	Toggle·Light·/·Dark·/·Auto·color·theme	58	Toggle·Light·/·Dark·/·Auto·color·theme
59	Toggle·table·of·contents·sidebar	59	Toggle·table·of·contents·sidebar
60	\x8\x8\x8\x8\x8\x8·A\x8Ag\x8gg\x8gr\x8re\x8eg\x8ga\x8at\x8ti\x8io\x8on\x8ns\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8	60	\x8\x8\x8\x8\x8\x8·A\x8Ag\x8gg\x8gr\x8re\x8eg\x8ga\x8at\x8ti\x8io\x8on\x8ns\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8
61	Aggregations·create·a·new·value·by·summarizing·a·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n.·For·example,·_\x8M_\x8e_\x8a_\x8n,	61	Aggregations·create·a·new·value·by·summarizing·a·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n.·For·example,·_\x8M_\x8e_\x8a_\x8n,
62	when·applied·to·a·column·containing·_\x8N_\x8u_\x8m_\x8b_\x8e_\x8r·data,·returns·a·single	62	when·applied·to·a·column·containing·_\x8N_\x8u_\x8m_\x8b_\x8e_\x8r·data,·returns·a·single
63	decimal.Decimal·value·which·is·the·average·of·all·values·in·that·column.	63	_.d_.e_.c_.i_.m_.a_.l_.._.D_.e_.c_.i_.m_.a_.l·value·which·is·the·average·of·all·values·in·that·column.
64	Aggregations·can·be·applied·to·single·columns·using·the·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)	64	Aggregations·can·be·applied·to·single·columns·using·the·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)
65	method.·The·result·is·a·single·value·if·a·one·aggregation·was·applied,·or·a	65	method.·The·result·is·a·single·value·if·a·one·aggregation·was·applied,·or·a
66	tuple·of·values·if·a·sequence·of·aggregations·was·applied.	66	tuple·of·values·if·a·sequence·of·aggregations·was·applied.
67	Aggregations·can·be·applied·to·instances·of·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t·using·the	67	Aggregations·can·be·applied·to·instances·of·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t·using·the
68	_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)·method.·The·result·is·a·new·_\x8T_\x8a_\x8b_\x8l_\x8e·with·a·column·for·each	68	_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)·method.·The·result·is·a·new·_\x8T_\x8a_\x8b_\x8l_\x8e·with·a·column·for·each
69	aggregation·and·a·row·for·each·table·in·the·set.	69	aggregation·and·a·row·for·each·table·in·the·set.
70	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n·Aggregations·create·a·new·value·by·summarizing·a·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n.	70	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n·Aggregations·create·a·new·value·by·summarizing·a·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n.
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99	·························column.	99	·························column.
100	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8S_\x8u_\x8m················Calculate·the·sum·of·a·column.	100	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8S_\x8u_\x8m················Calculate·the·sum·of·a·column.
101	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8V_\x8a_\x8r_\x8i_\x8a_\x8n_\x8c_\x8e···········Calculate·the·sample·variance·of·a·column.	101	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8V_\x8a_\x8r_\x8i_\x8a_\x8n_\x8c_\x8e···········Calculate·the·sample·variance·of·a·column.
102	\x8\x8\x8\x8\x8·T\x8Te\x8ex\x8xt\x8t·a\x8ag\x8gg\x8gr\x8re\x8eg\x8ga\x8at\x8ti\x8io\x8on\x8ns\x8s_\x8#\x8#·\x8\x8\x8\x8\x8	102	\x8\x8\x8\x8\x8·T\x8Te\x8ex\x8xt\x8t·a\x8ag\x8gg\x8gr\x8re\x8eg\x8ga\x8at\x8ti\x8io\x8on\x8ns\x8s_\x8#\x8#·\x8\x8\x8\x8\x8
103	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8M_\x8a_\x8x_\x8L_\x8e_\x8n_\x8g_\x8t_\x8h·Find·the·length·of·the·longest·string·in·a·column.	103	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8M_\x8a_\x8x_\x8L_\x8e_\x8n_\x8g_\x8t_\x8h·Find·the·length·of·the·longest·string·in·a·column.
104	\x8\x8\x8\x8\x8·D\x8De\x8et\x8ta\x8ai\x8il\x8le\x8ed\x8d·l\x8li\x8is\x8st\x8t_\x8#\x8#·\x8\x8\x8\x8\x8	104	\x8\x8\x8\x8\x8·D\x8De\x8et\x8ta\x8ai\x8il\x8le\x8ed\x8d·l\x8li\x8is\x8st\x8t_\x8#\x8#·\x8\x8\x8\x8\x8
105	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Aggregation_\x8#	105	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Aggregation_\x8#
106	······Bases:·object	106	······Bases:·_.o_.b_.j_.e_.c_.t
107	······Aggregations·create·a·new·value·by·summarizing·a·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n.	107	······Aggregations·create·a·new·value·by·summarizing·a·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n.
108	······Aggregations·are·applied·with·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)·and·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8).	108	······Aggregations·are·applied·with·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)·and·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8).
109	······When·creating·a·custom·aggregation,·ensure·that·the·values·returned·by	109	······When·creating·a·custom·aggregation,·ensure·that·the·values·returned·by
110	······_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8r_\x8u_\x8n_\x8(_\x8)·are·of·the·type·specified·by	110	······_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8r_\x8u_\x8n_\x8(_\x8)·are·of·the·type·specified·by
111	······_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8g_\x8e_\x8t_\x8__\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8__\x8d_\x8a_\x8t_\x8a_\x8__\x8t_\x8y_\x8p_\x8e_\x8(_\x8).·This·can·be·ensured·by·using·the	111	······_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8g_\x8e_\x8t_\x8__\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8__\x8d_\x8a_\x8t_\x8a_\x8__\x8t_\x8y_\x8p_\x8e_\x8(_\x8).·This·can·be·ensured·by·using·the
112	······_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e_\x8._\x8c_\x8a_\x8s_\x8t_\x8(_\x8)·method.·See·_\x8S_\x8u_\x8m_\x8m_\x8a_\x8r_\x8y·for·an·example.	112	······_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e_\x8._\x8c_\x8a_\x8s_\x8t_\x8(_\x8)·method.·See·_\x8S_\x8u_\x8m_\x8m_\x8a_\x8r_\x8y·for·an·example.
113	········get_aggregate_data_type(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	113	········get_aggregate_data_type(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
Offset 138, 15 lines modified		Offset 138, 15 lines modified
138	············return·a·single·value.)	138	············return·a·single·value.)
139	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	139	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
140	············Perform·any·checks·necessary·to·verify·this·aggregation·can·run·on	140	············Perform·any·checks·necessary·to·verify·this·aggregation·can·run·on
141	············the·provided·table·without·errors.·This·is·called·by	141	············the·provided·table·without·errors.·This·is·called·by
142	············_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).	142	············_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).
143	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	143	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
144	··············Returns:	144	··············Returns:
145	··················bool	145	··················_.b_.o_.o_.l
146	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Any(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·t\x8te\x8es\x8st\x8t)_\x8#	146	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Any(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·t\x8te\x8es\x8st\x8t)_\x8#
147	······Bases:·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n	147	······Bases:·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n
148	······Check·if·any·value·in·a·column·passes·a·test.	148	······Check·if·any·value·in·a·column·passes·a·test.
149	········Parameters:	149	········Parameters:
150	················*·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·the·column·to·check.	150	················*·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·the·column·to·check.
151	················*·t\x8te\x8es\x8st\x8t·–·Either·a·single·value·that·all·values·in·the·column	151	················*·t\x8te\x8es\x8st\x8t·–·Either·a·single·value·that·all·values·in·the·column
152	··················are·compared·against·(for·equality)·or·a·function·that·takes	152	··················are·compared·against·(for·equality)·or·a·function·that·takes
Offset 302, 15 lines modified		Offset 302, 15 lines modified
302	············return·a·single·value.)	302	············return·a·single·value.)
303	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	303	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
304	············Perform·any·checks·necessary·to·verify·this·aggregation·can·run·on	304	············Perform·any·checks·necessary·to·verify·this·aggregation·can·run·on
305	············the·provided·table·without·errors.·This·is·called·by	305	············the·provided·table·without·errors.·This·is·called·by
306	············_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).	306	············_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8a_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8e_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).
307	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	307	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
308	··············Returns:	308	··············Returns:
309	··················int.	309	··················_.i_.n_.t.
310	··c\x8cl\x8la\x8as\x8ss\x8s·agate.MaxPrecision(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e)_\x8#	310	··c\x8cl\x8la\x8as\x8ss\x8s·agate.MaxPrecision(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e)_\x8#
311	······Bases:·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n	311	······Bases:·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n
312	······Find·the·most·decimal·places·present·for·any·value·in·this·column.	312	······Find·the·most·decimal·places·present·for·any·value·in·this·column.
313	········Parameters:	313	········Parameters:
314	············c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·the·column·to·be·searched.	314	············c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·the·column·to·be·searched.
315	········get_aggregate_data_type(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	315	········get_aggregate_data_type(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
316	············Get·the·data·type·that·should·be·used·when·using·this·aggregation	316	············Get·the·data·type·that·should·be·used·when·using·this·aggregation


Offset 254, 18 lines modified		Offset 254, 18 lines modified
254	</tr>	254	</tr>
255	</tbody>	255	</tbody>
256	</table>	256	</table>
257	</div>	257	</div>
258	<dl·class="py·class">	258	<dl·class="py·class">
259	<dt·class="sig·sig-object·py"·id="agate.MappedSequence">	259	<dt·class="sig·sig-object·py"·id="agate.MappedSequence">
260	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">MappedSequence</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">values</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">keys</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">None</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.MappedSequence"·title="Link·to·this·definition">#</a></dt>	260	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">MappedSequence</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">values</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">keys</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">None</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.MappedSequence"·title="Link·to·this·definition">#</a></dt>
261	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Sequence</span></code></p>	261	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Sequence</span></code></a></p>
262	<p>A·generic·container·for·immutable·data·that·can·be·accessed·either·by	262	<p>A·generic·container·for·immutable·data·that·can·be·accessed·either·by
263	numeric·index·or·by·key.·This·is·similar·to·an	263	numeric·index·or·by·key.·This·is·similar·to·an
264	<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict</span></code>·except·that·the·keys·are·optional·and	264	<a·class="reference·external"·href="https://docs.python.org/3/library/collections.html#collections.OrderedDict"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict</span></code></a>·except·that·the·keys·are·optional·and
265	iteration·over·it·returns·the·values·instead·of·keys.</p>	265	iteration·over·it·returns·the·values·instead·of·keys.</p>
266	<p>This·is·the·base·class·for·both·<a·class="reference·internal"·href="#agate.Column"·title="agate.Column"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Column</span></code></a>·and·<a·class="reference·internal"·href="#agate.Row"·title="agate.Row"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Row</span></code></a>.</p>	266	<p>This·is·the·base·class·for·both·<a·class="reference·internal"·href="#agate.Column"·title="agate.Column"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Column</span></code></a>·and·<a·class="reference·internal"·href="#agate.Row"·title="agate.Row"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Row</span></code></a>.</p>
267	<dl·class="field-list·simple">	267	<dl·class="field-list·simple">
268	<dt·class="field-odd">Parameters<span·class="colon">:</span></dt>	268	<dt·class="field-odd">Parameters<span·class="colon">:</span></dt>
269	<dd·class="field-odd"><ul·class="simple">	269	<dd·class="field-odd"><ul·class="simple">
270	<li><p><strong>values</strong>·–·A·sequence·of·values.</p></li>	270	<li><p><strong>values</strong>·–·A·sequence·of·values.</p></li>
271	<li><p><strong>keys</strong>·–·A·sequence·of·keys.</p></li>	271	<li><p><strong>keys</strong>·–·A·sequence·of·keys.</p></li>
Offset 296, 15 lines modified		Offset 296, 15 lines modified
296	<dd><p>Equivalent·to·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict.get()</span></code>.</p>	296	<dd><p>Equivalent·to·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict.get()</span></code>.</p>
297	</dd></dl>	297	</dd></dl>

298	<dl·class="py·method">	298	<dl·class="py·method">
299	<dt·class="sig·sig-object·py"·id="agate.MappedSequence.dict">	299	<dt·class="sig·sig-object·py"·id="agate.MappedSequence.dict">
300	<span·class="sig-name·descname"><span·class="pre">dict</span></span><span·class="sig-paren">(</span><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.MappedSequence.dict"·title="Link·to·this·definition">#</a></dt>	300	<span·class="sig-name·descname"><span·class="pre">dict</span></span><span·class="sig-paren">(</span><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.MappedSequence.dict"·title="Link·to·this·definition">#</a></dt>
301	<dd><p>Retrieve·the·contents·of·this·sequence·as·an	301	<dd><p>Retrieve·the·contents·of·this·sequence·as·an
302	<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict</span></code>.</p>	302	<a·class="reference·external"·href="https://docs.python.org/3/library/collections.html#collections.OrderedDict"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict</span></code></a>.</p>
303	</dd></dl>	303	</dd></dl>

304	</dd></dl>	304	</dd></dl>

305	<dl·class="py·class">	305	<dl·class="py·class">
306	<dt·class="sig·sig-object·py"·id="agate.Column">	306	<dt·class="sig·sig-object·py"·id="agate.Column">
307	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">Column</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">index</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">name</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">data_type</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">rows</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">row_names</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">None</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Column"·title="Link·to·this·definition">#</a></dt>	307	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">Column</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">index</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">name</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">data_type</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">rows</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">row_names</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">None</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Column"·title="Link·to·this·definition">#</a></dt>


Offset 59, 17 lines modified		Offset 59, 17 lines modified
59	Toggle·table·of·contents·sidebar	59	Toggle·table·of·contents·sidebar
60	\x8\x8\x8\x8\x8\x8·C\x8Co\x8ol\x8lu\x8um\x8mn\x8ns\x8s·a\x8an\x8nd\x8d·r\x8ro\x8ow\x8ws\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8	60	\x8\x8\x8\x8\x8\x8·C\x8Co\x8ol\x8lu\x8um\x8mn\x8ns\x8s·a\x8an\x8nd\x8d·r\x8ro\x8ow\x8ws\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8
61	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8M_\x8a_\x8p_\x8p_\x8e_\x8d_\x8S_\x8e_\x8q_\x8u_\x8e_\x8n_\x8c_\x8e·A·generic·container·for·immutable·data·that·can·be	61	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8M_\x8a_\x8p_\x8p_\x8e_\x8d_\x8S_\x8e_\x8q_\x8u_\x8e_\x8n_\x8c_\x8e·A·generic·container·for·immutable·data·that·can·be
62	·····················accessed·either·by·numeric·index·or·by·key.	62	·····················accessed·either·by·numeric·index·or·by·key.
63	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·········Proxy·access·to·column·data.	63	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·········Proxy·access·to·column·data.
64	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8R_\x8o_\x8w············A·row·of·data.	64	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8R_\x8o_\x8w············A·row·of·data.
65	··c\x8cl\x8la\x8as\x8ss\x8s·agate.MappedSequence(v\x8va\x8al\x8lu\x8ue\x8es\x8s,·k\x8ke\x8ey\x8ys\x8s=\x8=N\x8No\x8on\x8ne\x8e)_\x8#	65	··c\x8cl\x8la\x8as\x8ss\x8s·agate.MappedSequence(v\x8va\x8al\x8lu\x8ue\x8es\x8s,·k\x8ke\x8ey\x8ys\x8s=\x8=N\x8No\x8on\x8ne\x8e)_\x8#
66	······Bases:·Sequence	66	······Bases:·_.S_.e_.q_.u_.e_.n_.c_.e
67	······A·generic·container·for·immutable·data·that·can·be·accessed·either·by	67	······A·generic·container·for·immutable·data·that·can·be·accessed·either·by
68	······numeric·index·or·by·key.·This·is·similar·to·an·collections.OrderedDict	68	······numeric·index·or·by·key.·This·is·similar·to·an·_.c_.o_.l_.l_.e_.c_.t_.i_.o_.n_.s_.._.O_.r_.d_.e_.r_.e_.d_.D_.i_.c_.t
69	······except·that·the·keys·are·optional·and·iteration·over·it·returns·the	69	······except·that·the·keys·are·optional·and·iteration·over·it·returns·the
70	······values·instead·of·keys.	70	······values·instead·of·keys.
71	······This·is·the·base·class·for·both·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·and·_\x8R_\x8o_\x8w.	71	······This·is·the·base·class·for·both·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·and·_\x8R_\x8o_\x8w.
72	········Parameters:	72	········Parameters:
73	················*·v\x8va\x8al\x8lu\x8ue\x8es\x8s·–·A·sequence·of·values.	73	················*·v\x8va\x8al\x8lu\x8ue\x8es\x8s·–·A·sequence·of·values.
74	················*·k\x8ke\x8ey\x8ys\x8s·–·A·sequence·of·keys.	74	················*·k\x8ke\x8ey\x8ys\x8s·–·A·sequence·of·keys.
75	········keys()_\x8#	75	········keys()_\x8#
Offset 78, 15 lines modified		Offset 78, 15 lines modified
78	············Equivalent·to·collections.OrderedDict.values().	78	············Equivalent·to·collections.OrderedDict.values().
79	········items()_\x8#	79	········items()_\x8#
80	············Equivalent·to·collections.OrderedDict.items().	80	············Equivalent·to·collections.OrderedDict.items().
81	········get(k\x8ke\x8ey\x8y,·d\x8de\x8ef\x8fa\x8au\x8ul\x8lt\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#	81	········get(k\x8ke\x8ey\x8y,·d\x8de\x8ef\x8fa\x8au\x8ul\x8lt\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#
82	············Equivalent·to·collections.OrderedDict.get().	82	············Equivalent·to·collections.OrderedDict.get().
83	········dict()_\x8#	83	········dict()_\x8#
84	············Retrieve·the·contents·of·this·sequence·as·an	84	············Retrieve·the·contents·of·this·sequence·as·an
85	············collections.OrderedDict.	85	············_.c_.o_.l_.l_.e_.c_.t_.i_.o_.n_.s_.._.O_.r_.d_.e_.r_.e_.d_.D_.i_.c_.t.
86	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Column(i\x8in\x8nd\x8de\x8ex\x8x,·n\x8na\x8am\x8me\x8e,·d\x8da\x8at\x8ta\x8a_\x8_t\x8ty\x8yp\x8pe\x8e,·r\x8ro\x8ow\x8ws\x8s,·r\x8ro\x8ow\x8w_\x8_n\x8na\x8am\x8me\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e)_\x8#	86	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Column(i\x8in\x8nd\x8de\x8ex\x8x,·n\x8na\x8am\x8me\x8e,·d\x8da\x8at\x8ta\x8a_\x8_t\x8ty\x8yp\x8pe\x8e,·r\x8ro\x8ow\x8ws\x8s,·r\x8ro\x8ow\x8w_\x8_n\x8na\x8am\x8me\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e)_\x8#
87	······Bases:·_\x8M_\x8a_\x8p_\x8p_\x8e_\x8d_\x8S_\x8e_\x8q_\x8u_\x8e_\x8n_\x8c_\x8e	87	······Bases:·_\x8M_\x8a_\x8p_\x8p_\x8e_\x8d_\x8S_\x8e_\x8q_\x8u_\x8e_\x8n_\x8c_\x8e
88	······Proxy·access·to·column·data.·Instances·of·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·should·not·be	88	······Proxy·access·to·column·data.·Instances·of·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·should·not·be
89	······constructed·directly.·They·are·created·by·_\x8T_\x8a_\x8b_\x8l_\x8e·instances·and·are·unique	89	······constructed·directly.·They·are·created·by·_\x8T_\x8a_\x8b_\x8l_\x8e·instances·and·are·unique
90	······to·them.	90	······to·them.
91	······Columns·are·implemented·as·subclass·of·_\x8M_\x8a_\x8p_\x8p_\x8e_\x8d_\x8S_\x8e_\x8q_\x8u_\x8e_\x8n_\x8c_\x8e.·They·deviate·from	91	······Columns·are·implemented·as·subclass·of·_\x8M_\x8a_\x8p_\x8p_\x8e_\x8d_\x8S_\x8e_\x8q_\x8u_\x8e_\x8n_\x8c_\x8e.·They·deviate·from
92	······the·underlying·implementation·in·that·loading·of·their·data·is·deferred	92	······the·underlying·implementation·in·that·loading·of·their·data·is·deferred


Offset 325, 15 lines modified		Offset 325, 15 lines modified
325	</dd></dl>	325	</dd></dl>

326	</dd></dl>	326	</dd></dl>

327	<dl·class="py·class">	327	<dl·class="py·class">
328	<dt·class="sig·sig-object·py"·id="agate.Computation">	328	<dt·class="sig·sig-object·py"·id="agate.Computation">
329	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">Computation</span></span><a·class="headerlink"·href="#agate.Computation"·title="Link·to·this·definition">#</a></dt>	329	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">Computation</span></span><a·class="headerlink"·href="#agate.Computation"·title="Link·to·this·definition">#</a></dt>
330	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></p>	330	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#object"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></a></p>
331	<p>Computations·produce·a·new·column·by·performing·a·calculation·on·each·row.</p>	331	<p>Computations·produce·a·new·column·by·performing·a·calculation·on·each·row.</p>
332	<p>Computations·are·applied·with·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TableSet.compute</span></code>.</p>	332	<p>Computations·are·applied·with·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TableSet.compute</span></code>.</p>
333	<p>When·implementing·a·custom·computation,·ensure·that·the·values·returned·by	333	<p>When·implementing·a·custom·computation,·ensure·that·the·values·returned·by
334	<a·class="reference·internal"·href="#agate.Computation.run"·title="agate.Computation.run"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Computation.run()</span></code></a>·are·of·the·type·specified·by	334	<a·class="reference·internal"·href="#agate.Computation.run"·title="agate.Computation.run"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Computation.run()</span></code></a>·are·of·the·type·specified·by
335	<a·class="reference·internal"·href="#agate.Computation.get_computed_data_type"·title="agate.Computation.get_computed_data_type"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Computation.get_computed_data_type()</span></code></a>.·This·can·be·ensured·by·using	335	<a·class="reference·internal"·href="#agate.Computation.get_computed_data_type"·title="agate.Computation.get_computed_data_type"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Computation.get_computed_data_type()</span></code></a>.·This·can·be·ensured·by·using
336	the·<a·class="reference·internal"·href="data_types.html#agate.DataType.cast"·title="agate.DataType.cast"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataType.cast()</span></code></a>·method.·See·<a·class="reference·internal"·href="#agate.Formula"·title="agate.Formula"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Formula</span></code></a>·for·an·example.</p>	336	the·<a·class="reference·internal"·href="data_types.html#agate.DataType.cast"·title="agate.DataType.cast"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">DataType.cast()</span></code></a>·method.·See·<a·class="reference·internal"·href="#agate.Formula"·title="agate.Formula"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Formula</span></code></a>·for·an·example.</p>
337	<dl·class="py·method">	337	<dl·class="py·method">
Offset 421, 15 lines modified		Offset 421, 15 lines modified
421	</dd></dl>	421	</dd></dl>

422	<dl·class="py·method">	422	<dl·class="py·method">
423	<dt·class="sig·sig-object·py"·id="agate.Percent.run">	423	<dt·class="sig·sig-object·py"·id="agate.Percent.run">
424	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Percent.run"·title="Link·to·this·definition">#</a></dt>	424	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Percent.run"·title="Link·to·this·definition">#</a></dt>
425	<dd><dl·class="field-list·simple">	425	<dd><dl·class="field-list·simple">
426	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>	426	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>
427	<dd·class="field-odd"><p><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code></p>	427	<dd·class="field-odd"><p><a·class="reference·external"·href="https://docs.python.org/3/library/decimal.html#decimal.Decimal"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code></a></p>
428	</dd>	428	</dd>
429	</dl>	429	</dl>
430	</dd></dl>	430	</dd></dl>

431	</dd></dl>	431	</dd></dl>

432	<dl·class="py·class">	432	<dl·class="py·class">
Offset 461, 15 lines modified		Offset 461, 15 lines modified
461	</dd></dl>	461	</dd></dl>

462	<dl·class="py·method">	462	<dl·class="py·method">
463	<dt·class="sig·sig-object·py"·id="agate.PercentChange.run">	463	<dt·class="sig·sig-object·py"·id="agate.PercentChange.run">
464	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.PercentChange.run"·title="Link·to·this·definition">#</a></dt>	464	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.PercentChange.run"·title="Link·to·this·definition">#</a></dt>
465	<dd><dl·class="field-list·simple">	465	<dd><dl·class="field-list·simple">
466	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>	466	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>
467	<dd·class="field-odd"><p><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code></p>	467	<dd·class="field-odd"><p><a·class="reference·external"·href="https://docs.python.org/3/library/decimal.html#decimal.Decimal"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code></a></p>
468	</dd>	468	</dd>
469	</dl>	469	</dl>
470	</dd></dl>	470	</dd></dl>

471	</dd></dl>	471	</dd></dl>

472	<dl·class="py·class">	472	<dl·class="py·class">
Offset 492, 15 lines modified		Offset 492, 15 lines modified
492	</dd></dl>	492	</dd></dl>

493	<dl·class="py·method">	493	<dl·class="py·method">
494	<dt·class="sig·sig-object·py"·id="agate.PercentileRank.run">	494	<dt·class="sig·sig-object·py"·id="agate.PercentileRank.run">
495	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.PercentileRank.run"·title="Link·to·this·definition">#</a></dt>	495	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.PercentileRank.run"·title="Link·to·this·definition">#</a></dt>
496	<dd><dl·class="field-list·simple">	496	<dd><dl·class="field-list·simple">
497	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>	497	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>
498	<dd·class="field-odd"><p><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">int</span></code></p>	498	<dd·class="field-odd"><p><a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#int"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">int</span></code></a></p>
499	</dd>	499	</dd>
500	</dl>	500	</dl>
501	</dd></dl>	501	</dd></dl>

502	</dd></dl>	502	</dd></dl>

503	<dl·class="py·class">	503	<dl·class="py·class">
Offset 529, 15 lines modified		Offset 529, 15 lines modified
529	</dd></dl>	529	</dd></dl>

530	<dl·class="py·method">	530	<dl·class="py·method">
531	<dt·class="sig·sig-object·py"·id="agate.Rank.run">	531	<dt·class="sig·sig-object·py"·id="agate.Rank.run">
532	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Rank.run"·title="Link·to·this·definition">#</a></dt>	532	<span·class="sig-name·descname"><span·class="pre">run</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">table</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Rank.run"·title="Link·to·this·definition">#</a></dt>
533	<dd><dl·class="field-list·simple">	533	<dd><dl·class="field-list·simple">
534	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>	534	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>
535	<dd·class="field-odd"><p><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">int</span></code></p>	535	<dd·class="field-odd"><p><a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#int"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">int</span></code></a></p>
536	</dd>	536	</dd>
537	</dl>	537	</dl>
538	</dd></dl>	538	</dd></dl>

539	</dd></dl>	539	</dd></dl>

540	<dl·class="py·class">	540	<dl·class="py·class">


Offset 93, 15 lines modified		Offset 93, 15 lines modified
93	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	93	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
94	············Perform·any·checks·necessary·to·verify·this·computation·can·run·on	94	············Perform·any·checks·necessary·to·verify·this·computation·can·run·on
95	············the·provided·table·without·errors.·This·is·called·by·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e	95	············the·provided·table·without·errors.·This·is·called·by·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e
96	············_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).	96	············_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).
97	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	97	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
98	············When·invoked·with·a·table,·returns·a·sequence·of·new·column·values.	98	············When·invoked·with·a·table,·returns·a·sequence·of·new·column·values.
99	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Computation_\x8#	99	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Computation_\x8#
100	······Bases:·object	100	······Bases:·_.o_.b_.j_.e_.c_.t
101	······Computations·produce·a·new·column·by·performing·a·calculation·on·each	101	······Computations·produce·a·new·column·by·performing·a·calculation·on·each
102	······row.	102	······row.
103	······Computations·are·applied·with·TableSet.compute.	103	······Computations·are·applied·with·TableSet.compute.
104	······When·implementing·a·custom·computation,·ensure·that·the·values·returned	104	······When·implementing·a·custom·computation,·ensure·that·the·values·returned
105	······by·_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8r_\x8u_\x8n_\x8(_\x8)·are·of·the·type·specified·by	105	······by·_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8r_\x8u_\x8n_\x8(_\x8)·are·of·the·type·specified·by
106	······_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8g_\x8e_\x8t_\x8__\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e_\x8d_\x8__\x8d_\x8a_\x8t_\x8a_\x8__\x8t_\x8y_\x8p_\x8e_\x8(_\x8).·This·can·be·ensured·by·using·the	106	······_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8g_\x8e_\x8t_\x8__\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e_\x8d_\x8__\x8d_\x8a_\x8t_\x8a_\x8__\x8t_\x8y_\x8p_\x8e_\x8(_\x8).·This·can·be·ensured·by·using·the
107	······_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e_\x8._\x8c_\x8a_\x8s_\x8t_\x8(_\x8)·method.·See·_\x8F_\x8o_\x8r_\x8m_\x8u_\x8l_\x8a·for·an·example.	107	······_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e_\x8._\x8c_\x8a_\x8s_\x8t_\x8(_\x8)·method.·See·_\x8F_\x8o_\x8r_\x8m_\x8u_\x8l_\x8a·for·an·example.
Offset 144, 15 lines modified		Offset 144, 15 lines modified
144	············table.	144	············table.
145	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	145	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
146	············Perform·any·checks·necessary·to·verify·this·computation·can·run·on	146	············Perform·any·checks·necessary·to·verify·this·computation·can·run·on
147	············the·provided·table·without·errors.·This·is·called·by·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e	147	············the·provided·table·without·errors.·This·is·called·by·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e
148	············_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).	148	············_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).
149	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	149	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
150	··············Returns:	150	··············Returns:
151	··················decimal.Decimal	151	··················_.d_.e_.c_.i_.m_.a_.l_.._.D_.e_.c_.i_.m_.a_.l
152	··c\x8cl\x8la\x8as\x8ss\x8s·agate.PercentChange(b\x8be\x8ef\x8fo\x8or\x8re\x8e_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·a\x8af\x8ft\x8te\x8er\x8r_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e)_\x8#	152	··c\x8cl\x8la\x8as\x8ss\x8s·agate.PercentChange(b\x8be\x8ef\x8fo\x8or\x8re\x8e_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·a\x8af\x8ft\x8te\x8er\x8r_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e)_\x8#
153	······Bases:·_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n	153	······Bases:·_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n
154	······Calculate·the·percent·difference·between·two·columns.	154	······Calculate·the·percent·difference·between·two·columns.
155	········Parameters:	155	········Parameters:
156	················*·b\x8be\x8ef\x8fo\x8or\x8re\x8e_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·a·column·containing·the	156	················*·b\x8be\x8ef\x8fo\x8or\x8re\x8e_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·a·column·containing·the
157	··················“before”·_\x8N_\x8u_\x8m_\x8b_\x8e_\x8r·values.	157	··················“before”·_\x8N_\x8u_\x8m_\x8b_\x8e_\x8r·values.
158	················*·a\x8af\x8ft\x8te\x8er\x8r_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·a·column·containing·the	158	················*·a\x8af\x8ft\x8te\x8er\x8r_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·a·column·containing·the
Offset 162, 28 lines modified		Offset 162, 28 lines modified
162	············table.	162	············table.
163	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	163	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
164	············Perform·any·checks·necessary·to·verify·this·computation·can·run·on	164	············Perform·any·checks·necessary·to·verify·this·computation·can·run·on
165	············the·provided·table·without·errors.·This·is·called·by·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e	165	············the·provided·table·without·errors.·This·is·called·by·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e
166	············_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).	166	············_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).
167	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	167	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
168	··············Returns:	168	··············Returns:
169	··················decimal.Decimal	169	··················_.d_.e_.c_.i_.m_.a_.l_.._.D_.e_.c_.i_.m_.a_.l
170	··c\x8cl\x8la\x8as\x8ss\x8s·agate.PercentileRank(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·c\x8co\x8om\x8mp\x8pa\x8ar\x8re\x8er\x8r=\x8=N\x8No\x8on\x8ne\x8e,·r\x8re\x8ev\x8ve\x8er\x8rs\x8se\x8e=\x8=N\x8No\x8on\x8ne\x8e)_\x8#	170	··c\x8cl\x8la\x8as\x8ss\x8s·agate.PercentileRank(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·c\x8co\x8om\x8mp\x8pa\x8ar\x8re\x8er\x8r=\x8=N\x8No\x8on\x8ne\x8e,·r\x8re\x8ev\x8ve\x8er\x8rs\x8se\x8e=\x8=N\x8No\x8on\x8ne\x8e)_\x8#
171	······Bases:·_\x8R_\x8a_\x8n_\x8k	171	······Bases:·_\x8R_\x8a_\x8n_\x8k
172	······Calculate·the·percentile·into·which·each·value·falls.	172	······Calculate·the·percentile·into·which·each·value·falls.
173	······See·_\x8P_\x8e_\x8r_\x8c_\x8e_\x8n_\x8t_\x8i_\x8l_\x8e_\x8s·for·implementation·details.	173	······See·_\x8P_\x8e_\x8r_\x8c_\x8e_\x8n_\x8t_\x8i_\x8l_\x8e_\x8s·for·implementation·details.
174	········Parameters:	174	········Parameters:
175	············c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·a·column·containing·the·_\x8N_\x8u_\x8m_\x8b_\x8e_\x8r·values.	175	············c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·a·column·containing·the·_\x8N_\x8u_\x8m_\x8b_\x8e_\x8r·values.
176	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	176	········validate(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
177	············Perform·any·checks·necessary·to·verify·this·computation·can·run·on	177	············Perform·any·checks·necessary·to·verify·this·computation·can·run·on
178	············the·provided·table·without·errors.·This·is·called·by·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e	178	············the·provided·table·without·errors.·This·is·called·by·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e
179	············_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).	179	············_\x8(_\x8)·before·_\x8r_\x8u_\x8n_\x8(_\x8).
180	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	180	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
181	··············Returns:	181	··············Returns:
182	··················int	182	··················_.i_.n_.t
183	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Rank(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·c\x8co\x8om\x8mp\x8pa\x8ar\x8re\x8er\x8r=\x8=N\x8No\x8on\x8ne\x8e,·r\x8re\x8ev\x8ve\x8er\x8rs\x8se\x8e=\x8=N\x8No\x8on\x8ne\x8e)_\x8#	183	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Rank(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·c\x8co\x8om\x8mp\x8pa\x8ar\x8re\x8er\x8r=\x8=N\x8No\x8on\x8ne\x8e,·r\x8re\x8ev\x8ve\x8er\x8rs\x8se\x8e=\x8=N\x8No\x8on\x8ne\x8e)_\x8#
184	······Bases:·_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n	184	······Bases:·_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n
185	······Calculate·rank·order·of·the·values·in·a·column.	185	······Calculate·rank·order·of·the·values·in·a·column.
186	······Uses·the·“competition”·ranking·method:·if·there·are·four·values·and·the	186	······Uses·the·“competition”·ranking·method:·if·there·are·four·values·and·the
187	······middle·two·are·tied,·then·the·output·will·be[1,·2,·2,·4].	187	······middle·two·are·tied,·then·the·output·will·be[1,·2,·2,·4].
188	······Null·values·will·always·be·ranked·last.	188	······Null·values·will·always·be·ranked·last.
189	········Parameters:	189	········Parameters:
Offset 192, 15 lines modified		Offset 192, 15 lines modified
192	··················ranking·will·be·ascending,·with·nulls·ranked·last.	192	··················ranking·will·be·ascending,·with·nulls·ranked·last.
193	················*·r\x8re\x8ev\x8ve\x8er\x8rs\x8se\x8e·–·Reverse·sort·order·before·ranking.	193	················*·r\x8re\x8ev\x8ve\x8er\x8rs\x8se\x8e·–·Reverse·sort·order·before·ranking.
194	········get_computed_data_type(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	194	········get_computed_data_type(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
195	············Returns·an·instantiated·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e·which·will·be·appended·to·the	195	············Returns·an·instantiated·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e·which·will·be·appended·to·the
196	············table.	196	············table.
197	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#	197	········run(t\x8ta\x8ab\x8bl\x8le\x8e)_\x8#
198	··············Returns:	198	··············Returns:
199	··················int	199	··················_.i_.n_.t
200	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Slug(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·e\x8en\x8ns\x8su\x8ur\x8re\x8e_\x8_u\x8un\x8ni\x8iq\x8qu\x8ue\x8e=\x8=F\x8Fa\x8al\x8ls\x8se\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#	200	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Slug(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·e\x8en\x8ns\x8su\x8ur\x8re\x8e_\x8_u\x8un\x8ni\x8iq\x8qu\x8ue\x8e=\x8=F\x8Fa\x8al\x8ls\x8se\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#
201	······Bases:·_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n	201	······Bases:·_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n
202	······Convert·text·values·from·one·or·more·columns·into·slugs.·If·multiple	202	······Convert·text·values·from·one·or·more·columns·into·slugs.·If·multiple
203	······column·names·are·given,·values·from·those·columns·will·be·appended·in·the	203	······column·names·are·given,·values·from·those·columns·will·be·appended·in·the
204	······given·order·before·standardizing.	204	······given·order·before·standardizing.
205	········Parameters:	205	········Parameters:
206	················*·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·a·column·or·a·sequence·of·column	206	················*·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e·–·The·name·of·a·column·or·a·sequence·of·column


Offset 55, 51 lines modified		Offset 55, 51 lines modified
55	····*·_\x8L_\x8i_\x8c_\x8e_\x8n_\x8s_\x8e	55	····*·_\x8L_\x8i_\x8c_\x8e_\x8n_\x8s_\x8e
56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g	56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g
57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p	57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p
58	Toggle·Light·/·Dark·/·Auto·color·theme	58	Toggle·Light·/·Dark·/·Auto·color·theme
59	Toggle·table·of·contents·sidebar	59	Toggle·table·of·contents·sidebar
60	\x8\x8\x8\x8\x8\x8·C\x8CS\x8SV\x8V·r\x8re\x8ea\x8ad\x8de\x8er\x8r·a\x8an\x8nd\x8d·w\x8wr\x8ri\x8it\x8te\x8er\x8r_\x8#\x8#·\x8\x8\x8\x8\x8\x8	60	\x8\x8\x8\x8\x8\x8·C\x8CS\x8SV\x8V·r\x8re\x8ea\x8ad\x8de\x8er\x8r·a\x8an\x8nd\x8d·w\x8wr\x8ri\x8it\x8te\x8er\x8r_\x8#\x8#·\x8\x8\x8\x8\x8\x8
61	Agate·contains·CSV·readers·and·writers·that·are·intended·to·be·used·as·a·drop-	61	Agate·contains·CSV·readers·and·writers·that·are·intended·to·be·used·as·a·drop-
62	in·replacement·for·csv.·These·versions·add·unicode·support·for·Python·2·and	62	in·replacement·for·_.c_.s_.v.·These·versions·add·unicode·support·for·Python·2·and
63	several·other·minor·features.	63	several·other·minor·features.
64	Agate·methods·will·use·these·version·automatically.·If·you·would·like·to·use	64	Agate·methods·will·use·these·version·automatically.·If·you·would·like·to·use
65	them·in·your·own·code,·you·can·import·them,·like·this:	65	them·in·your·own·code,·you·can·import·them,·like·this:
66	from·agate·import·csv	66	from·agate·import·csv
67	Due·to·nuanced·differences·between·the·versions,·these·classes·are·implemented	67	Due·to·nuanced·differences·between·the·versions,·these·classes·are·implemented
68	seperately·for·Python·2·and·Python·3.·The·documentation·for·both·versions·is	68	seperately·for·Python·2·and·Python·3.·The·documentation·for·both·versions·is
69	provided·below,·but·only·the·one·for·your·version·of·Python·is·imported·with	69	provided·below,·but·only·the·one·for·your·version·of·Python·is·imported·with
70	the·above·code.	70	the·above·code.
71	\x8\x8\x8\x8\x8·P\x8Py\x8yt\x8th\x8ho\x8on\x8n·3\x83_\x8#\x8#·\x8\x8\x8\x8\x8	71	\x8\x8\x8\x8\x8·P\x8Py\x8yt\x8th\x8ho\x8on\x8n·3\x83_\x8#\x8#·\x8\x8\x8\x8\x8
72	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8r_\x8e_\x8a_\x8d_\x8e_\x8r·····A·replacement·for·Python's·csv.reader()·that·uses	72	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8r_\x8e_\x8a_\x8d_\x8e_\x8r·····A·replacement·for·Python's·_.c_.s_.v_.._.r_.e_.a_.d_.e_.r_.(_.)·that·uses
73	·························_\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r.	73	·························_\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r.
74	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8w_\x8r_\x8i_\x8t_\x8e_\x8r·····A·replacement·for·Python's·csv.writer()·that·uses	74	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8w_\x8r_\x8i_\x8t_\x8e_\x8r·····A·replacement·for·Python's·_.c_.s_.v_.._.w_.r_.i_.t_.e_.r_.(_.)·that·uses
75	·························_\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8W_\x8r_\x8i_\x8t_\x8e_\x8r.	75	·························_\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8W_\x8r_\x8i_\x8t_\x8e_\x8r.
76	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r·····A·wrapper·around·Python·3's·builtin·csv.reader().	76	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r·····A·wrapper·around·Python·3's·builtin·_.c_.s_.v_.._.r_.e_.a_.d_.e_.r_.(_.).
77	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8W_\x8r_\x8i_\x8t_\x8e_\x8r·····A·wrapper·around·Python·3's·builtin·csv.writer().	77	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8W_\x8r_\x8i_\x8t_\x8e_\x8r·····A·wrapper·around·Python·3's·builtin·_.c_.s_.v_.._.w_.r_.i_.t_.e_.r_.(_.).
78	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8D_\x8i_\x8c_\x8t_\x8R_\x8e_\x8a_\x8d_\x8e_\x8r·A·wrapper·around·Python·3's·builtin·csv.DictReader.	78	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8D_\x8i_\x8c_\x8t_\x8R_\x8e_\x8a_\x8d_\x8e_\x8r·A·wrapper·around·Python·3's·builtin·_.c_.s_.v_.._.D_.i_.c_.t_.R_.e_.a_.d_.e_.r.
79	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8D_\x8i_\x8c_\x8t_\x8W_\x8r_\x8i_\x8t_\x8e_\x8r·A·wrapper·around·Python·3's·builtin·csv.DictWriter.	79	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8D_\x8i_\x8c_\x8t_\x8W_\x8r_\x8i_\x8t_\x8e_\x8r·A·wrapper·around·Python·3's·builtin·_.c_.s_.v_.._.D_.i_.c_.t_.W_.r_.i_.t_.e_.r.
80	\x8\x8\x8\x8\x8·P\x8Py\x8yt\x8th\x8ho\x8on\x8n·3\x83·d\x8de\x8et\x8ta\x8ai\x8il\x8ls\x8s_\x8#\x8#·\x8\x8\x8\x8\x8	80	\x8\x8\x8\x8\x8·P\x8Py\x8yt\x8th\x8ho\x8on\x8n·3\x83·d\x8de\x8et\x8ta\x8ai\x8il\x8ls\x8s_\x8#\x8#·\x8\x8\x8\x8\x8
81	··agate.csv_py3.reader(\x8a\x8ar\x8rg\x8gs\x8s,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#	81	··agate.csv_py3.reader(\x8a\x8ar\x8rg\x8gs\x8s,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#
82	······A·replacement·for·Python’s·csv.reader()·that·uses·_\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r.	82	······A·replacement·for·Python’s·_.c_.s_.v_.._.r_.e_.a_.d_.e_.r_.(_.)·that·uses·_\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r.
83	··agate.csv_py3.writer(\x8a\x8ar\x8rg\x8gs\x8s,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#	83	··agate.csv_py3.writer(\x8a\x8ar\x8rg\x8gs\x8s,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#
84	······A·replacement·for·Python’s·csv.writer()·that·uses·_\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8W_\x8r_\x8i_\x8t_\x8e_\x8r.	84	······A·replacement·for·Python’s·_.c_.s_.v_.._.w_.r_.i_.t_.e_.r_.(_.)·that·uses·_\x8c_\x8s_\x8v_\x8__\x8p_\x8y_\x83_\x8._\x8W_\x8r_\x8i_\x8t_\x8e_\x8r.
85	··c\x8cl\x8la\x8as\x8ss\x8s·agate.csv_py3.Reader(f\x8f,·f\x8fi\x8ie\x8el\x8ld\x8d_\x8_s\x8si\x8iz\x8ze\x8e_\x8_l\x8li\x8im\x8mi\x8it\x8t=\x8=N\x8No\x8on\x8ne\x8e,·l\x8li\x8in\x8ne\x8e_\x8_n\x8nu\x8um\x8mb\x8be\x8er\x8rs\x8s=\x8=F\x8Fa\x8al\x8ls\x8se\x8e,	85	··c\x8cl\x8la\x8as\x8ss\x8s·agate.csv_py3.Reader(f\x8f,·f\x8fi\x8ie\x8el\x8ld\x8d_\x8_s\x8si\x8iz\x8ze\x8e_\x8_l\x8li\x8im\x8mi\x8it\x8t=\x8=N\x8No\x8on\x8ne\x8e,·l\x8li\x8in\x8ne\x8e_\x8_n\x8nu\x8um\x8mb\x8be\x8er\x8rs\x8s=\x8=F\x8Fa\x8al\x8ls\x8se\x8e,
86	··h\x8he\x8ea\x8ad\x8de\x8er\x8r=\x8=T\x8Tr\x8ru\x8ue\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#	86	··h\x8he\x8ea\x8ad\x8de\x8er\x8r=\x8=T\x8Tr\x8ru\x8ue\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#
87	······Bases:·object	87	······Bases:·_.o_.b_.j_.e_.c_.t
88	······A·wrapper·around·Python·3’s·builtin·csv.reader().	88	······A·wrapper·around·Python·3’s·builtin·_.c_.s_.v_.._.r_.e_.a_.d_.e_.r_.(_.).
89	··c\x8cl\x8la\x8as\x8ss\x8s·agate.csv_py3.Writer(f\x8f,·l\x8li\x8in\x8ne\x8e_\x8_n\x8nu\x8um\x8mb\x8be\x8er\x8rs\x8s=\x8=F\x8Fa\x8al\x8ls\x8se\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#	89	··c\x8cl\x8la\x8as\x8ss\x8s·agate.csv_py3.Writer(f\x8f,·l\x8li\x8in\x8ne\x8e_\x8_n\x8nu\x8um\x8mb\x8be\x8er\x8rs\x8s=\x8=F\x8Fa\x8al\x8ls\x8se\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#
90	······Bases:·object	90	······Bases:·_.o_.b_.j_.e_.c_.t
91	······A·wrapper·around·Python·3’s·builtin·csv.writer().	91	······A·wrapper·around·Python·3’s·builtin·_.c_.s_.v_.._.w_.r_.i_.t_.e_.r_.(_.).
92	··c\x8cl\x8la\x8as\x8ss\x8s·agate.csv_py3.DictReader(f\x8f,·f\x8fi\x8ie\x8el\x8ld\x8dn\x8na\x8am\x8me\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e,·r\x8re\x8es\x8st\x8tk\x8ke\x8ey\x8y=\x8=N\x8No\x8on\x8ne\x8e,	92	··c\x8cl\x8la\x8as\x8ss\x8s·agate.csv_py3.DictReader(f\x8f,·f\x8fi\x8ie\x8el\x8ld\x8dn\x8na\x8am\x8me\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e,·r\x8re\x8es\x8st\x8tk\x8ke\x8ey\x8y=\x8=N\x8No\x8on\x8ne\x8e,
93	··r\x8re\x8es\x8st\x8tv\x8va\x8al\x8l=\x8=N\x8No\x8on\x8ne\x8e,·d\x8di\x8ia\x8al\x8le\x8ec\x8ct\x8t=\x8='\x8'e\x8ex\x8xc\x8ce\x8el\x8l'\x8',·\x8a\x8ar\x8rg\x8gs\x8s,·\x8\x8k\x8kw\x8wd\x8ds\x8s)_\x8#	93	··r\x8re\x8es\x8st\x8tv\x8va\x8al\x8l=\x8=N\x8No\x8on\x8ne\x8e,·d\x8di\x8ia\x8al\x8le\x8ec\x8ct\x8t=\x8='\x8'e\x8ex\x8xc\x8ce\x8el\x8l'\x8',·\x8a\x8ar\x8rg\x8gs\x8s,·\x8\x8k\x8kw\x8wd\x8ds\x8s)_\x8#
94	······Bases:·DictReader	94	······Bases:·_.D_.i_.c_.t_.R_.e_.a_.d_.e_.r
95	······A·wrapper·around·Python·3’s·builtin·csv.DictReader.	95	······A·wrapper·around·Python·3’s·builtin·_.c_.s_.v_.._.D_.i_.c_.t_.R_.e_.a_.d_.e_.r.
96	··c\x8cl\x8la\x8as\x8ss\x8s·agate.csv_py3.DictWriter(f\x8f,·f\x8fi\x8ie\x8el\x8ld\x8dn\x8na\x8am\x8me\x8es\x8s,·l\x8li\x8in\x8ne\x8e_\x8_n\x8nu\x8um\x8mb\x8be\x8er\x8rs\x8s=\x8=F\x8Fa\x8al\x8ls\x8se\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#	96	··c\x8cl\x8la\x8as\x8ss\x8s·agate.csv_py3.DictWriter(f\x8f,·f\x8fi\x8ie\x8el\x8ld\x8dn\x8na\x8am\x8me\x8es\x8s,·l\x8li\x8in\x8ne\x8e_\x8_n\x8nu\x8um\x8mb\x8be\x8er\x8rs\x8s=\x8=F\x8Fa\x8al\x8ls\x8se\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#
97	······Bases:·DictWriter	97	······Bases:·_.D_.i_.c_.t_.W_.r_.i_.t_.e_.r
98	······A·wrapper·around·Python·3’s·builtin·csv.DictWriter.	98	······A·wrapper·around·Python·3’s·builtin·_.c_.s_.v_.._.D_.i_.c_.t_.W_.r_.i_.t_.e_.r.
99	_\x8N_\x8e_\x8x_\x8t	99	_\x8N_\x8e_\x8x_\x8t
100	_\x8F_\x8i_\x8x_\x8e_\x8d_\x8-_\x8w_\x8i_\x8d_\x8t_\x8h_\x8·_\x8r_\x8e_\x8a_\x8d_\x8e_\x8r	100	_\x8F_\x8i_\x8x_\x8e_\x8d_\x8-_\x8w_\x8i_\x8d_\x8t_\x8h_\x8·_\x8r_\x8e_\x8a_\x8d_\x8e_\x8r
101	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s	101	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s
102	_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n_\x8s	102	_\x8C_\x8o_\x8m_\x8p_\x8u_\x8t_\x8a_\x8t_\x8i_\x8o_\x8n_\x8s
103	Copyright·©·2024,·Christopher·Groskopf	103	Copyright·©·2024,·Christopher·Groskopf
104	Made·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·and·_\x8@_\x8p_\x8r_\x8a_\x8d_\x8y_\x8u_\x8n_\x8s_\x8g's·_\x8F_\x8u_\x8r_\x8o	104	Made·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·and·_\x8@_\x8p_\x8r_\x8a_\x8d_\x8y_\x8u_\x8n_\x8s_\x8g's·_\x8F_\x8u_\x8r_\x8o
105	On·this·page	105	On·this·page


Offset 68, 15 lines modified		Offset 68, 15 lines modified
68	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8N_\x8u_\x8m_\x8b_\x8e_\x8r····Data·representing·numbers.	68	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8N_\x8u_\x8m_\x8b_\x8e_\x8r····Data·representing·numbers.
69	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8B_\x8o_\x8o_\x8l_\x8e_\x8a_\x8n···Data·representing·true·and·false.	69	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8B_\x8o_\x8o_\x8l_\x8e_\x8a_\x8n···Data·representing·true·and·false.
70	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8D_\x8a_\x8t_\x8e······Data·representing·dates·alone.	70	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8D_\x8a_\x8t_\x8e······Data·representing·dates·alone.
71	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8D_\x8a_\x8t_\x8e_\x8T_\x8i_\x8m_\x8e··Data·representing·dates·with·times.	71	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8D_\x8a_\x8t_\x8e_\x8T_\x8i_\x8m_\x8e··Data·representing·dates·with·times.
72	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8i_\x8m_\x8e_\x8D_\x8e_\x8l_\x8t_\x8a·Data·representing·the·interval·between·two·dates·and/or·times.	72	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8i_\x8m_\x8e_\x8D_\x8e_\x8l_\x8t_\x8a·Data·representing·the·interval·between·two·dates·and/or·times.
73	\x8\x8\x8\x8\x8·D\x8De\x8et\x8ta\x8ai\x8il\x8le\x8ed\x8d·l\x8li\x8is\x8st\x8t_\x8#\x8#·\x8\x8\x8\x8\x8	73	\x8\x8\x8\x8\x8·D\x8De\x8et\x8ta\x8ai\x8il\x8le\x8ed\x8d·l\x8li\x8is\x8st\x8t_\x8#\x8#·\x8\x8\x8\x8\x8
74	··c\x8cl\x8la\x8as\x8ss\x8s·agate.DataType(n\x8nu\x8ul\x8ll\x8l_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=(\x8('\x8''\x8',\x8,·'\x8'n\x8na\x8a'\x8',\x8,·'\x8'n\x8n/\x8/a\x8a'\x8',\x8,·'\x8'n\x8no\x8on\x8ne\x8e'\x8',\x8,·'\x8'n\x8nu\x8ul\x8ll\x8l'\x8',\x8,·'\x8'.\x8.'\x8')\x8))_\x8#	74	··c\x8cl\x8la\x8as\x8ss\x8s·agate.DataType(n\x8nu\x8ul\x8ll\x8l_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=(\x8('\x8''\x8',\x8,·'\x8'n\x8na\x8a'\x8',\x8,·'\x8'n\x8n/\x8/a\x8a'\x8',\x8,·'\x8'n\x8no\x8on\x8ne\x8e'\x8',\x8,·'\x8'n\x8nu\x8ul\x8ll\x8l'\x8',\x8,·'\x8'.\x8.'\x8')\x8))_\x8#
75	······Bases:·object	75	······Bases:·_.o_.b_.j_.e_.c_.t
76	······Specifies·how·values·should·be·parsed·when·creating·a·_\x8T_\x8a_\x8b_\x8l_\x8e.	76	······Specifies·how·values·should·be·parsed·when·creating·a·_\x8T_\x8a_\x8b_\x8l_\x8e.
77	········Parameters:	77	········Parameters:
78	············n\x8nu\x8ul\x8ll\x8l_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s·–·A·sequence·of·values·which·should·be·cast·to·None	78	············n\x8nu\x8ul\x8ll\x8l_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s·–·A·sequence·of·values·which·should·be·cast·to·None
79	············when·encountered·by·this·data·type.	79	············when·encountered·by·this·data·type.
80	········test(d\x8d)_\x8#	80	········test(d\x8d)_\x8#
81	············Test,·for·purposes·of·type·inference,·if·a·value·could·possibly·be	81	············Test,·for·purposes·of·type·inference,·if·a·value·could·possibly·be
82	············coerced·to·this·data·type.	82	············coerced·to·this·data·type.
Offset 111, 17 lines modified		Offset 111, 17 lines modified
111	··················Overrides·the·value·provided·by·the·specified·locale.	111	··················Overrides·the·value·provided·by·the·specified·locale.
112	················*·d\x8de\x8ec\x8ci\x8im\x8ma\x8al\x8l_\x8_s\x8sy\x8ym\x8mb\x8bo\x8ol\x8l·–·A·decimal·separate·symbol·used·in·the	112	················*·d\x8de\x8ec\x8ci\x8im\x8ma\x8al\x8l_\x8_s\x8sy\x8ym\x8mb\x8bo\x8ol\x8l·–·A·decimal·separate·symbol·used·in·the
113	··················numbers.·Overrides·the·value·provided·by·the·specified	113	··················numbers.·Overrides·the·value·provided·by·the·specified
114	··················locale.	114	··················locale.
115	················*·c\x8cu\x8ur\x8rr\x8re\x8en\x8nc\x8cy\x8y_\x8_s\x8sy\x8ym\x8mb\x8bo\x8ol\x8ls\x8s·–·A·sequence·of·currency·symbols·to·strip	115	················*·c\x8cu\x8ur\x8rr\x8re\x8en\x8nc\x8cy\x8y_\x8_s\x8sy\x8ym\x8mb\x8bo\x8ol\x8ls\x8s·–·A·sequence·of·currency·symbols·to·strip
116	··················from·numbers.	116	··················from·numbers.
117	········cast(d\x8d)_\x8#	117	········cast(d\x8d)_\x8#
118	············Cast·a·single·value·to·a·decimal.Decimal.	118	············Cast·a·single·value·to·a·_.d_.e_.c_.i_.m_.a_.l_.._.D_.e_.c_.i_.m_.a_.l.
119	··············Returns:	119	··············Returns:
120	··················decimal.Decimal·or·None.	120	··················_.d_.e_.c_.i_.m_.a_.l_.._.D_.e_.c_.i_.m_.a_.l·or·None.
121	········jsonify(d\x8d)_\x8#	121	········jsonify(d\x8d)_\x8#
122	············Format·a·given·native·value·for·JSON·serialization.	122	············Format·a·given·native·value·for·JSON·serialization.
123	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Boolean(t\x8tr\x8ru\x8ue\x8e_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=(\x8('\x8'y\x8ye\x8es\x8s'\x8',\x8,·'\x8'y\x8y'\x8',\x8,·'\x8't\x8tr\x8ru\x8ue\x8e'\x8',\x8,·'\x8't\x8t'\x8',\x8,·'\x8'1\x81'\x8')\x8),·f\x8fa\x8al\x8ls\x8se\x8e_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=	123	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Boolean(t\x8tr\x8ru\x8ue\x8e_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=(\x8('\x8'y\x8ye\x8es\x8s'\x8',\x8,·'\x8'y\x8y'\x8',\x8,·'\x8't\x8tr\x8ru\x8ue\x8e'\x8',\x8,·'\x8't\x8t'\x8',\x8,·'\x8'1\x81'\x8')\x8),·f\x8fa\x8al\x8ls\x8se\x8e_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=
124	··(\x8('\x8'n\x8no\x8o'\x8',\x8,·'\x8'n\x8n'\x8',\x8,·'\x8'f\x8fa\x8al\x8ls\x8se\x8e'\x8',\x8,·'\x8'f\x8f'\x8',\x8,·'\x8'0\x80'\x8')\x8),·n\x8nu\x8ul\x8ll\x8l_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=(\x8('\x8''\x8',\x8,·'\x8'n\x8na\x8a'\x8',\x8,·'\x8'n\x8n/\x8/a\x8a'\x8',\x8,·'\x8'n\x8no\x8on\x8ne\x8e'\x8',\x8,·'\x8'n\x8nu\x8ul\x8ll\x8l'\x8',\x8,	124	··(\x8('\x8'n\x8no\x8o'\x8',\x8,·'\x8'n\x8n'\x8',\x8,·'\x8'f\x8fa\x8al\x8ls\x8se\x8e'\x8',\x8,·'\x8'f\x8f'\x8',\x8,·'\x8'0\x80'\x8')\x8),·n\x8nu\x8ul\x8ll\x8l_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=(\x8('\x8''\x8',\x8,·'\x8'n\x8na\x8a'\x8',\x8,·'\x8'n\x8n/\x8/a\x8a'\x8',\x8,·'\x8'n\x8no\x8on\x8ne\x8e'\x8',\x8,·'\x8'n\x8nu\x8ul\x8ll\x8l'\x8',\x8,
125	··'\x8'.\x8.'\x8')\x8))_\x8#	125	··'\x8'.\x8.'\x8')\x8))_\x8#
126	······Bases:·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e	126	······Bases:·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e
127	······Data·representing·true·and·false.	127	······Data·representing·true·and·false.
Offset 129, 68 lines modified		Offset 129, 68 lines modified
129	······but·other·numbers·are·not.	129	······but·other·numbers·are·not.
130	········Parameters:	130	········Parameters:
131	················*·t\x8tr\x8ru\x8ue\x8e_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s·–·A·sequence·of·values·which·should·be·cast·to	131	················*·t\x8tr\x8ru\x8ue\x8e_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s·–·A·sequence·of·values·which·should·be·cast·to
132	··················True·when·encountered·with·this·type.	132	··················True·when·encountered·with·this·type.
133	················*·f\x8fa\x8al\x8ls\x8se\x8e_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s·–·A·sequence·of·values·which·should·be·cast·to	133	················*·f\x8fa\x8al\x8ls\x8se\x8e_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s·–·A·sequence·of·values·which·should·be·cast·to
134	··················False·when·encountered·with·this·type.	134	··················False·when·encountered·with·this·type.
135	········cast(d\x8d)_\x8#	135	········cast(d\x8d)_\x8#
136	············Cast·a·single·value·to·bool.	136	············Cast·a·single·value·to·_.b_.o_.o_.l.
137	··············Parameters:	137	··············Parameters:
138	··················d\x8d·–·A·value·to·cast.	138	··················d\x8d·–·A·value·to·cast.
139	··············Returns:	139	··············Returns:
140	··················bool·or·None.	140	··················_.b_.o_.o_.l·or·None.
141	········jsonify(d\x8d)_\x8#	141	········jsonify(d\x8d)_\x8#
142	············Format·a·given·native·value·for·JSON·serialization.	142	············Format·a·given·native·value·for·JSON·serialization.
143	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Date(d\x8da\x8at\x8te\x8e_\x8_f\x8fo\x8or\x8rm\x8ma\x8at\x8t=\x8=N\x8No\x8on\x8ne\x8e,·l\x8lo\x8oc\x8ca\x8al\x8le\x8e=\x8=N\x8No\x8on\x8ne\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#	143	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Date(d\x8da\x8at\x8te\x8e_\x8_f\x8fo\x8or\x8rm\x8ma\x8at\x8t=\x8=N\x8No\x8on\x8ne\x8e,·l\x8lo\x8oc\x8ca\x8al\x8le\x8e=\x8=N\x8No\x8on\x8ne\x8e,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#
144	······Bases:·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e	144	······Bases:·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e
145	······Data·representing·dates·alone.	145	······Data·representing·dates·alone.
146	········Parameters:	146	········Parameters:
147	················*·d\x8da\x8at\x8te\x8e_\x8_f\x8fo\x8or\x8rm\x8ma\x8at\x8t·–·A·formatting·string·for	147	················*·d\x8da\x8at\x8te\x8e_\x8_f\x8fo\x8or\x8rm\x8ma\x8at\x8t·–·A·formatting·string·for
148	··················datetime.datetime.strptime()·to·use·instead·of·using·regex-	148	··················_.d_.a_.t_.e_.t_.i_.m_.e_.._.d_.a_.t_.e_.t_.i_.m_.e_.._.s_.t_.r_.p_.t_.i_.m_.e_.(_.)·to·use·instead·of·using·regex-
149	··················based·parsing.	149	··················based·parsing.
150	················*·l\x8lo\x8oc\x8ca\x8al\x8le\x8e·–·A·locale·specification·such·as·en_US·or·de_DE·to·use	150	················*·l\x8lo\x8oc\x8ca\x8al\x8le\x8e·–·A·locale·specification·such·as·en_US·or·de_DE·to·use
151	··················for·parsing·formatted·dates.	151	··················for·parsing·formatted·dates.
152	········cast(d\x8d)_\x8#	152	········cast(d\x8d)_\x8#
153	············Cast·a·single·value·to·a·datetime.date.	153	············Cast·a·single·value·to·a·_.d_.a_.t_.e_.t_.i_.m_.e_.._.d_.a_.t_.e.
154	············If·bothdate_formatandlocalehave·been·specified·in	154	············If·bothdate_formatandlocalehave·been·specified·in
155	············theagate.Dateinstance,·thecast()function·is·not·thread-safe.·:	155	············theagate.Dateinstance,·thecast()function·is·not·thread-safe.·:
156	············returns:·datetime.date·or·None.	156	············returns:·_.d_.a_.t_.e_.t_.i_.m_.e_.._.d_.a_.t_.e·or·None.
157	········csvify(d\x8d)_\x8#	157	········csvify(d\x8d)_\x8#
158	············Format·a·given·native·value·for·CSV·serialization.	158	············Format·a·given·native·value·for·CSV·serialization.
159	········jsonify(d\x8d)_\x8#	159	········jsonify(d\x8d)_\x8#
160	············Format·a·given·native·value·for·JSON·serialization.	160	············Format·a·given·native·value·for·JSON·serialization.
161	··c\x8cl\x8la\x8as\x8ss\x8s·agate.DateTime(d\x8da\x8at\x8te\x8et\x8ti\x8im\x8me\x8e_\x8_f\x8fo\x8or\x8rm\x8ma\x8at\x8t=\x8=N\x8No\x8on\x8ne\x8e,·t\x8ti\x8im\x8me\x8ez\x8zo\x8on\x8ne\x8e=\x8=N\x8No\x8on\x8ne\x8e,·l\x8lo\x8oc\x8ca\x8al\x8le\x8e=\x8=N\x8No\x8on\x8ne\x8e,	161	··c\x8cl\x8la\x8as\x8ss\x8s·agate.DateTime(d\x8da\x8at\x8te\x8et\x8ti\x8im\x8me\x8e_\x8_f\x8fo\x8or\x8rm\x8ma\x8at\x8t=\x8=N\x8No\x8on\x8ne\x8e,·t\x8ti\x8im\x8me\x8ez\x8zo\x8on\x8ne\x8e=\x8=N\x8No\x8on\x8ne\x8e,·l\x8lo\x8oc\x8ca\x8al\x8le\x8e=\x8=N\x8No\x8on\x8ne\x8e,
162	··\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#	162	··\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#
163	······Bases:·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e	163	······Bases:·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e
164	······Data·representing·dates·with·times.	164	······Data·representing·dates·with·times.
165	········Parameters:	165	········Parameters:
166	················*·d\x8da\x8at\x8te\x8et\x8ti\x8im\x8me\x8e_\x8_f\x8fo\x8or\x8rm\x8ma\x8at\x8t·–·A·formatting·string·for	166	················*·d\x8da\x8at\x8te\x8et\x8ti\x8im\x8me\x8e_\x8_f\x8fo\x8or\x8rm\x8ma\x8at\x8t·–·A·formatting·string·for
167	··················datetime.datetime.strptime()·to·use·instead·of·using·regex-	167	··················_.d_.a_.t_.e_.t_.i_.m_.e_.._.d_.a_.t_.e_.t_.i_.m_.e_.._.s_.t_.r_.p_.t_.i_.m_.e_.(_.)·to·use·instead·of·using·regex-
168	··················based·parsing.	168	··················based·parsing.
169	················*·t\x8ti\x8im\x8me\x8ez\x8zo\x8on\x8ne\x8e·–·A·ZoneInfo·timezone·to·apply·to·each·parsed·date.	169	················*·t\x8ti\x8im\x8me\x8ez\x8zo\x8on\x8ne\x8e·–·A·ZoneInfo·timezone·to·apply·to·each·parsed·date.
170	················*·l\x8lo\x8oc\x8ca\x8al\x8le\x8e·–·A·locale·specification·such·as·en_US·or·de_DE·to·use	170	················*·l\x8lo\x8oc\x8ca\x8al\x8le\x8e·–·A·locale·specification·such·as·en_US·or·de_DE·to·use
171	··················for·parsing·formatted·datetimes.	171	··················for·parsing·formatted·datetimes.
172	········cast(d\x8d)_\x8#	172	········cast(d\x8d)_\x8#
173	············Cast·a·single·value·to·a·datetime.datetime.	173	············Cast·a·single·value·to·a·_.d_.a_.t_.e_.t_.i_.m_.e_.._.d_.a_.t_.e_.t_.i_.m_.e.
174	············If·bothdate_formatandlocalehave·been·specified·in	174	············If·bothdate_formatandlocalehave·been·specified·in
175	············theagate.DateTimeinstance,·thecast()function·is·not·thread-safe.·:	175	············theagate.DateTimeinstance,·thecast()function·is·not·thread-safe.·:
176	············returns:·datetime.datetime·or·None.	176	············returns:·_.d_.a_.t_.e_.t_.i_.m_.e_.._.d_.a_.t_.e_.t_.i_.m_.e·or·None.
177	········csvify(d\x8d)_\x8#	177	········csvify(d\x8d)_\x8#
178	············Format·a·given·native·value·for·CSV·serialization.	178	············Format·a·given·native·value·for·CSV·serialization.
179	········jsonify(d\x8d)_\x8#	179	········jsonify(d\x8d)_\x8#
180	············Format·a·given·native·value·for·JSON·serialization.	180	············Format·a·given·native·value·for·JSON·serialization.
181	··c\x8cl\x8la\x8as\x8ss\x8s·agate.TimeDelta(n\x8nu\x8ul\x8ll\x8l_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=(\x8('\x8''\x8',\x8,·'\x8'n\x8na\x8a'\x8',\x8,·'\x8'n\x8n/\x8/a\x8a'\x8',\x8,·'\x8'n\x8no\x8on\x8ne\x8e'\x8',\x8,·'\x8'n\x8nu\x8ul\x8ll\x8l'\x8',\x8,·'\x8'.\x8.'\x8')\x8))_\x8#	181	··c\x8cl\x8la\x8as\x8ss\x8s·agate.TimeDelta(n\x8nu\x8ul\x8ll\x8l_\x8_v\x8va\x8al\x8lu\x8ue\x8es\x8s=\x8=(\x8('\x8''\x8',\x8,·'\x8'n\x8na\x8a'\x8',\x8,·'\x8'n\x8n/\x8/a\x8a'\x8',\x8,·'\x8'n\x8no\x8on\x8ne\x8e'\x8',\x8,·'\x8'n\x8nu\x8ul\x8ll\x8l'\x8',\x8,·'\x8'.\x8.'\x8')\x8))_\x8#
182	······Bases:·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e	182	······Bases:·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e
183	······Data·representing·the·interval·between·two·dates·and/or·times.	183	······Data·representing·the·interval·between·two·dates·and/or·times.
184	········cast(d\x8d)_\x8#	184	········cast(d\x8d)_\x8#
185	············Cast·a·single·value·to·datetime.timedelta.	185	············Cast·a·single·value·to·_.d_.a_.t_.e_.t_.i_.m_.e_.._.t_.i_.m_.e_.d_.e_.l_.t_.a.
186	··············Parameters:	186	··············Parameters:
187	··················d\x8d·–·A·value·to·cast.	187	··················d\x8d·–·A·value·to·cast.
188	··············Returns:	188	··············Returns:
189	··················datetime.timedelta·or·None	189	··················_.d_.a_.t_.e_.t_.i_.m_.e_.._.t_.i_.m_.e_.d_.e_.l_.t_.a·or·None
190	_\x8N_\x8e_\x8x_\x8t	190	_\x8N_\x8e_\x8x_\x8t
191	_\x8T_\x8y_\x8p_\x8e_\x8·_\x8i_\x8n_\x8f_\x8e_\x8r_\x8e_\x8n_\x8c_\x8e	191	_\x8T_\x8y_\x8p_\x8e_\x8·_\x8i_\x8n_\x8f_\x8e_\x8r_\x8e_\x8n_\x8c_\x8e
192	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s	192	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s
193	_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n_\x8s_\x8·_\x8a_\x8n_\x8d_\x8·_\x8r_\x8o_\x8w_\x8s	193	_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n_\x8s_\x8·_\x8a_\x8n_\x8d_\x8·_\x8r_\x8o_\x8w_\x8s
194	Copyright·©·2024,·Christopher·Groskopf	194	Copyright·©·2024,·Christopher·Groskopf
195	Made·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·and·_\x8@_\x8p_\x8r_\x8a_\x8d_\x8y_\x8u_\x8n_\x8s_\x8g's·_\x8F_\x8u_\x8r_\x8o	195	Made·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·and·_\x8@_\x8p_\x8r_\x8a_\x8d_\x8y_\x8u_\x8n_\x8s_\x8g's·_\x8F_\x8u_\x8r_\x8o
196	On·this·page	196	On·this·page


Offset 257, 37 lines modified		Offset 257, 37 lines modified
257	</tr>	257	</tr>
258	</tbody>	258	</tbody>
259	</table>	259	</table>
260	</div>	260	</div>
261	<dl·class="py·exception">	261	<dl·class="py·exception">
262	<dt·class="sig·sig-object·py"·id="agate.DataTypeError">	262	<dt·class="sig·sig-object·py"·id="agate.DataTypeError">
263	<em·class="property"><span·class="pre">exception</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">DataTypeError</span></span><a·class="headerlink"·href="#agate.DataTypeError"·title="Link·to·this·definition">#</a></dt>	263	<em·class="property"><span·class="pre">exception</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">DataTypeError</span></span><a·class="headerlink"·href="#agate.DataTypeError"·title="Link·to·this·definition">#</a></dt>
264	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TypeError</span></code></p>	264	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/exceptions.html#TypeError"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TypeError</span></code></a></p>
265	<p>A·calculation·was·attempted·with·an·invalid·<a·class="reference·internal"·href="data_types.html#agate.DataType"·title="agate.DataType"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">DataType</span></code></a>.</p>	265	<p>A·calculation·was·attempted·with·an·invalid·<a·class="reference·internal"·href="data_types.html#agate.DataType"·title="agate.DataType"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">DataType</span></code></a>.</p>
266	</dd></dl>	266	</dd></dl>

267	<dl·class="py·exception">	267	<dl·class="py·exception">
268	<dt·class="sig·sig-object·py"·id="agate.UnsupportedAggregationError">	268	<dt·class="sig·sig-object·py"·id="agate.UnsupportedAggregationError">
269	<em·class="property"><span·class="pre">exception</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">UnsupportedAggregationError</span></span><a·class="headerlink"·href="#agate.UnsupportedAggregationError"·title="Link·to·this·definition">#</a></dt>	269	<em·class="property"><span·class="pre">exception</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">UnsupportedAggregationError</span></span><a·class="headerlink"·href="#agate.UnsupportedAggregationError"·title="Link·to·this·definition">#</a></dt>
270	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TypeError</span></code></p>	270	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/exceptions.html#TypeError"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TypeError</span></code></a></p>
271	<p>An·<a·class="reference·internal"·href="aggregations.html#agate.Aggregation"·title="agate.Aggregation"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Aggregation</span></code></a>·was·attempted·which·is·not·supported.</p>	271	<p>An·<a·class="reference·internal"·href="aggregations.html#agate.Aggregation"·title="agate.Aggregation"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Aggregation</span></code></a>·was·attempted·which·is·not·supported.</p>
272	<p>For·example,·if·a·<a·class="reference·internal"·href="aggregations.html#agate.Percentiles"·title="agate.Percentiles"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Percentiles</span></code></a>·is·applied·to·a·<a·class="reference·internal"·href="tableset.html#agate.TableSet"·title="agate.TableSet"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TableSet</span></code></a>.</p>	272	<p>For·example,·if·a·<a·class="reference·internal"·href="aggregations.html#agate.Percentiles"·title="agate.Percentiles"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Percentiles</span></code></a>·is·applied·to·a·<a·class="reference·internal"·href="tableset.html#agate.TableSet"·title="agate.TableSet"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">TableSet</span></code></a>.</p>
273	</dd></dl>	273	</dd></dl>

274	<dl·class="py·exception">	274	<dl·class="py·exception">
275	<dt·class="sig·sig-object·py"·id="agate.CastError">	275	<dt·class="sig·sig-object·py"·id="agate.CastError">
276	<em·class="property"><span·class="pre">exception</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">CastError</span></span><a·class="headerlink"·href="#agate.CastError"·title="Link·to·this·definition">#</a></dt>	276	<em·class="property"><span·class="pre">exception</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">CastError</span></span><a·class="headerlink"·href="#agate.CastError"·title="Link·to·this·definition">#</a></dt>
277	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Exception</span></code></p>	277	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/exceptions.html#Exception"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Exception</span></code></a></p>
278	<p>A·column·value·can·not·be·cast·to·the·correct·type.</p>	278	<p>A·column·value·can·not·be·cast·to·the·correct·type.</p>
279	</dd></dl>	279	</dd></dl>

280	<dl·class="py·exception">	280	<dl·class="py·exception">
281	<dt·class="sig·sig-object·py"·id="agate.FieldSizeLimitError">	281	<dt·class="sig·sig-object·py"·id="agate.FieldSizeLimitError">
282	<em·class="property"><span·class="pre">exception</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">FieldSizeLimitError</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">limit</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">line_number</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.FieldSizeLimitError"·title="Link·to·this·definition">#</a></dt>	282	<em·class="property"><span·class="pre">exception</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">FieldSizeLimitError</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">limit</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">line_number</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.FieldSizeLimitError"·title="Link·to·this·definition">#</a></dt>
283	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Exception</span></code></p>	283	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/exceptions.html#Exception"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Exception</span></code></a></p>
284	<p>A·field·in·a·CSV·file·exceeds·the·maximum·length.</p>	284	<p>A·field·in·a·CSV·file·exceeds·the·maximum·length.</p>
285	<p>This·length·may·be·the·default·or·one·set·by·the·user.</p>	285	<p>This·length·may·be·the·default·or·one·set·by·the·user.</p>
286	</dd></dl>	286	</dd></dl>

287	</section>	287	</section>

288	········</article>	288	········</article>


Offset 63, 25 lines modified		Offset 63, 25 lines modified
63	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8U_\x8n_\x8s_\x8u_\x8p_\x8p_\x8o_\x8r_\x8t_\x8e_\x8d_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n_\x8E_\x8r_\x8r_\x8o_\x8r·An·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n·was·attempted·which·is·not	63	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8U_\x8n_\x8s_\x8u_\x8p_\x8p_\x8o_\x8r_\x8t_\x8e_\x8d_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n_\x8E_\x8r_\x8r_\x8o_\x8r·An·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n·was·attempted·which·is·not
64	··································supported.	64	··································supported.
65	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8C_\x8a_\x8s_\x8t_\x8E_\x8r_\x8r_\x8o_\x8r···················A·column·value·can·not·be·cast·to·the·correct	65	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8C_\x8a_\x8s_\x8t_\x8E_\x8r_\x8r_\x8o_\x8r···················A·column·value·can·not·be·cast·to·the·correct
66	··································type.	66	··································type.
67	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8F_\x8i_\x8e_\x8l_\x8d_\x8S_\x8i_\x8z_\x8e_\x8L_\x8i_\x8m_\x8i_\x8t_\x8E_\x8r_\x8r_\x8o_\x8r·········A·field·in·a·CSV·file·exceeds·the·maximum	67	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8F_\x8i_\x8e_\x8l_\x8d_\x8S_\x8i_\x8z_\x8e_\x8L_\x8i_\x8m_\x8i_\x8t_\x8E_\x8r_\x8r_\x8o_\x8r·········A·field·in·a·CSV·file·exceeds·the·maximum
68	··································length.	68	··································length.
69	··e\x8ex\x8xc\x8ce\x8ep\x8pt\x8ti\x8io\x8on\x8n·agate.DataTypeError_\x8#	69	··e\x8ex\x8xc\x8ce\x8ep\x8pt\x8ti\x8io\x8on\x8n·agate.DataTypeError_\x8#
70	······Bases:·TypeError	70	······Bases:·_.T_.y_.p_.e_.E_.r_.r_.o_.r
71	······A·calculation·was·attempted·with·an·invalid·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e.	71	······A·calculation·was·attempted·with·an·invalid·_\x8D_\x8a_\x8t_\x8a_\x8T_\x8y_\x8p_\x8e.
72	··e\x8ex\x8xc\x8ce\x8ep\x8pt\x8ti\x8io\x8on\x8n·agate.UnsupportedAggregationError_\x8#	72	··e\x8ex\x8xc\x8ce\x8ep\x8pt\x8ti\x8io\x8on\x8n·agate.UnsupportedAggregationError_\x8#
73	······Bases:·TypeError	73	······Bases:·_.T_.y_.p_.e_.E_.r_.r_.o_.r
74	······An·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n·was·attempted·which·is·not·supported.	74	······An·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n·was·attempted·which·is·not·supported.
75	······For·example,·if·a·_\x8P_\x8e_\x8r_\x8c_\x8e_\x8n_\x8t_\x8i_\x8l_\x8e_\x8s·is·applied·to·a·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t.	75	······For·example,·if·a·_\x8P_\x8e_\x8r_\x8c_\x8e_\x8n_\x8t_\x8i_\x8l_\x8e_\x8s·is·applied·to·a·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t.
76	··e\x8ex\x8xc\x8ce\x8ep\x8pt\x8ti\x8io\x8on\x8n·agate.CastError_\x8#	76	··e\x8ex\x8xc\x8ce\x8ep\x8pt\x8ti\x8io\x8on\x8n·agate.CastError_\x8#
77	······Bases:·Exception	77	······Bases:·_.E_.x_.c_.e_.p_.t_.i_.o_.n
78	······A·column·value·can·not·be·cast·to·the·correct·type.	78	······A·column·value·can·not·be·cast·to·the·correct·type.
79	··e\x8ex\x8xc\x8ce\x8ep\x8pt\x8ti\x8io\x8on\x8n·agate.FieldSizeLimitError(l\x8li\x8im\x8mi\x8it\x8t,·l\x8li\x8in\x8ne\x8e_\x8_n\x8nu\x8um\x8mb\x8be\x8er\x8r)_\x8#	79	··e\x8ex\x8xc\x8ce\x8ep\x8pt\x8ti\x8io\x8on\x8n·agate.FieldSizeLimitError(l\x8li\x8im\x8mi\x8it\x8t,·l\x8li\x8in\x8ne\x8e_\x8_n\x8nu\x8um\x8mb\x8be\x8er\x8r)_\x8#
80	······Bases:·Exception	80	······Bases:·_.E_.x_.c_.e_.p_.t_.i_.o_.n
81	······A·field·in·a·CSV·file·exceeds·the·maximum·length.	81	······A·field·in·a·CSV·file·exceeds·the·maximum·length.
82	······This·length·may·be·the·default·or·one·set·by·the·user.	82	······This·length·may·be·the·default·or·one·set·by·the·user.
83	_\x8N_\x8e_\x8x_\x8t	83	_\x8N_\x8e_\x8x_\x8t
84	_\x8W_\x8a_\x8r_\x8n_\x8i_\x8n_\x8g_\x8s	84	_\x8W_\x8a_\x8r_\x8n_\x8i_\x8n_\x8g_\x8s
85	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s	85	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s
86	_\x8M_\x8i_\x8s_\x8c_\x8e_\x8l_\x8l_\x8a_\x8n_\x8e_\x8o_\x8u_\x8s	86	_\x8M_\x8i_\x8s_\x8c_\x8e_\x8l_\x8l_\x8a_\x8n_\x8e_\x8o_\x8u_\x8s
87	Copyright·©·2024,·Christopher·Groskopf	87	Copyright·©·2024,·Christopher·Groskopf


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402	./usr/share/doc/python-agate/_sources/cookbook/sql.rst.txt·time=1707826447.0·size=4550·md5digest=4e3c1d114a33bf166d01b11d391e3362·sha256digest=b2f9d089b7adb8ded1eb7a9e137f7a74bf28c17ab8720638ccac608ab00341ac	402	./usr/share/doc/python-agate/_sources/cookbook/sql.rst.txt·time=1707826447.0·size=4550·md5digest=4e3c1d114a33bf166d01b11d391e3362·sha256digest=b2f9d089b7adb8ded1eb7a9e137f7a74bf28c17ab8720638ccac608ab00341ac
403	./usr/share/doc/python-agate/_sources/cookbook/standardize.rst.txt·time=1707826447.0·size=1208·md5digest=0edcbff632a04b64e418bbd05d9444e2·sha256digest=754c5382114d9f4e79cf856cc4d65e8e74849b0c8e037b676a04c398ec88b96e	403	./usr/share/doc/python-agate/_sources/cookbook/standardize.rst.txt·time=1707826447.0·size=1208·md5digest=0edcbff632a04b64e418bbd05d9444e2·sha256digest=754c5382114d9f4e79cf856cc4d65e8e74849b0c8e037b676a04c398ec88b96e
404	./usr/share/doc/python-agate/_sources/cookbook/statistics.rst.txt·time=1707826447.0·size=4447·md5digest=ef403c919ddb36f66b336a5a90e2e592·sha256digest=d080560d0bdb2bc2fb29f2adf0926335c0b7139272c119199dd13a3970e32b5b	404	./usr/share/doc/python-agate/_sources/cookbook/statistics.rst.txt·time=1707826447.0·size=4447·md5digest=ef403c919ddb36f66b336a5a90e2e592·sha256digest=d080560d0bdb2bc2fb29f2adf0926335c0b7139272c119199dd13a3970e32b5b
405	./usr/share/doc/python-agate/_sources/cookbook/transform.rst.txt·time=1707826447.0·size=6301·md5digest=c34ad859f136c2156fba1fd9970b82e0·sha256digest=318fb4160e53f57d38a7b916aa837965b8fdd02d2a67960f07b958a446de8b67	405	./usr/share/doc/python-agate/_sources/cookbook/transform.rst.txt·time=1707826447.0·size=6301·md5digest=c34ad859f136c2156fba1fd9970b82e0·sha256digest=318fb4160e53f57d38a7b916aa837965b8fdd02d2a67960f07b958a446de8b67
406	./usr/share/doc/python-agate/_sources/cookbook/underscore.rst.txt·time=1707826447.0·size=1111·md5digest=42e161734d97db49736b1a3e7485a2c3·sha256digest=714c89d326565139d076003c1b43f25b90b658cfe7aef318024717a4e1b3bddb	406	./usr/share/doc/python-agate/_sources/cookbook/underscore.rst.txt·time=1707826447.0·size=1111·md5digest=42e161734d97db49736b1a3e7485a2c3·sha256digest=714c89d326565139d076003c1b43f25b90b658cfe7aef318024717a4e1b3bddb
407	./usr/share/doc/python-agate/api·time=1707826447.0·mode=755·type=dir	407	./usr/share/doc/python-agate/api·time=1707826447.0·mode=755·type=dir
408	./usr/share/doc/python-agate/api/aggregations.html·time=1707826447.0·size=138119·md5digest=56ca022695c1da4ae4c9905389e0abcc·sha256digest=787caa167cda3f1706bb1a5c037f8629d27fea10935fe55369c5bea3695b8c95
409	./usr/share/doc/python-agate/api/columns_and_rows.html·time=1707826447.0·size=32232·md5digest=096cbe2d2c7acc242c7d7a1449c2fdfb·sha256digest=97dc098797ba4ea3b7988c2c917b8d5f14bff83a72c53ad90cd8e5a250c17d90
410	./usr/share/doc/python-agate/api/~~comput~~ations.html·time=1707826447.0·size=~~5608~~3·md5digest=4~~3d2c832d827fae339f83c70a~~bb84753·sha256digest=ddcbd~~d7d78db876e6cb~~7f1~~50ca~~63~~63d~~bfb785a~~821c~~f~~39b~~2461524e~~9d1009497~~1	408	./usr/share/doc/python-agate/api/aggregations.html·time=1707826447.0·size=138613·md5digest=9a44e597790bd576d154adf3bd8c37e5·sha256digest=78bb255395704474f7fedee6c90b498f7c0f8d42e610d5bf50ec0a6a868fc1d7


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282	</div>	282	</div>
283	</section>	283	</section>
284	<section·id="detailed-list">	284	<section·id="detailed-list">
285	<h2>Detailed·list<a·class="headerlink"·href="#detailed-list"·title="Link·to·this·heading">#</a></h2>	285	<h2>Detailed·list<a·class="headerlink"·href="#detailed-list"·title="Link·to·this·heading">#</a></h2>
286	<dl·class="py·class">	286	<dl·class="py·class">
287	<dt·class="sig·sig-object·py"·id="agate.DataType">	287	<dt·class="sig·sig-object·py"·id="agate.DataType">
288	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">DataType</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">null_values</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">('',</span>·<span·class="pre">'na',</span>·<span·class="pre">'n/a',</span>·<span·class="pre">'none',</span>·<span·class="pre">'null',</span>·<span·class="pre">'.')</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.DataType"·title="Link·to·this·definition">#</a></dt>	288	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">DataType</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">null_values</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">('',</span>·<span·class="pre">'na',</span>·<span·class="pre">'n/a',</span>·<span·class="pre">'none',</span>·<span·class="pre">'null',</span>·<span·class="pre">'.')</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.DataType"·title="Link·to·this·definition">#</a></dt>
289	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></p>	289	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#object"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></a></p>
290	<p>Specifies·how·values·should·be·parsed·when·creating·a·<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a>.</p>	290	<p>Specifies·how·values·should·be·parsed·when·creating·a·<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a>.</p>
291	<dl·class="field-list·simple">	291	<dl·class="field-list·simple">
292	<dt·class="field-odd">Parameters<span·class="colon">:</span></dt>	292	<dt·class="field-odd">Parameters<span·class="colon">:</span></dt>
293	<dd·class="field-odd"><p><strong>null_values</strong>·–·A·sequence·of·values·which·should·be·cast·to	293	<dd·class="field-odd"><p><strong>null_values</strong>·–·A·sequence·of·values·which·should·be·cast·to
294	<code·class="code·docutils·literal·notranslate"><span·class="pre">None</span></code>·when·encountered·by·this·data·type.</p>	294	<code·class="code·docutils·literal·notranslate"><span·class="pre">None</span></code>·when·encountered·by·this·data·type.</p>
295	</dd>	295	</dd>
296	</dl>	296	</dl>
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366	<li><p><strong>currency_symbols</strong>·–·A·sequence·of·currency·symbols·to·strip·from·numbers.</p></li>	366	<li><p><strong>currency_symbols</strong>·–·A·sequence·of·currency·symbols·to·strip·from·numbers.</p></li>
367	</ul>	367	</ul>
368	</dd>	368	</dd>
369	</dl>	369	</dl>
370	<dl·class="py·method">	370	<dl·class="py·method">
371	<dt·class="sig·sig-object·py"·id="agate.Number.cast">	371	<dt·class="sig·sig-object·py"·id="agate.Number.cast">
372	<span·class="sig-name·descname"><span·class="pre">cast</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">d</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Number.cast"·title="Link·to·this·definition">#</a></dt>	372	<span·class="sig-name·descname"><span·class="pre">cast</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">d</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Number.cast"·title="Link·to·this·definition">#</a></dt>
373	<dd><p>Cast·a·single·value·to·a·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code>.</p>	373	<dd><p>Cast·a·single·value·to·a·<a·class="reference·external"·href="https://docs.python.org/3/library/decimal.html#decimal.Decimal"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code></a>.</p>
374	<dl·class="field-list·simple">	374	<dl·class="field-list·simple">
375	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>	375	<dt·class="field-odd">Returns<span·class="colon">:</span></dt>
376	<dd·class="field-odd"><p><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code>·or·<code·class="code·docutils·literal·notranslate"><span·class="pre">None</span></code>.</p>	376	<dd·class="field-odd"><p><a·class="reference·external"·href="https://docs.python.org/3/library/decimal.html#decimal.Decimal"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code></a>·or·<code·class="code·docutils·literal·notranslate"><span·class="pre">None</span></code>.</p>
377	</dd>	377	</dd>
378	</dl>	378	</dl>
379	</dd></dl>	379	</dd></dl>

380	<dl·class="py·method">	380	<dl·class="py·method">
381	<dt·class="sig·sig-object·py"·id="agate.Number.jsonify">	381	<dt·class="sig·sig-object·py"·id="agate.Number.jsonify">
382	<span·class="sig-name·descname"><span·class="pre">jsonify</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">d</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Number.jsonify"·title="Link·to·this·definition">#</a></dt>	382	<span·class="sig-name·descname"><span·class="pre">jsonify</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">d</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Number.jsonify"·title="Link·to·this·definition">#</a></dt>
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402	<code·class="code·docutils·literal·notranslate"><span·class="pre">False</span></code>·when·encountered·with·this·type.</p></li>	402	<code·class="code·docutils·literal·notranslate"><span·class="pre">False</span></code>·when·encountered·with·this·type.</p></li>
403	</ul>	403	</ul>
404	</dd>	404	</dd>


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55	····*·_\x8L_\x8i_\x8c_\x8e_\x8n_\x8s_\x8e	55	····*·_\x8L_\x8i_\x8c_\x8e_\x8n_\x8s_\x8e
56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g	56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g
57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p	57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p
58	Toggle·Light·/·Dark·/·Auto·color·theme	58	Toggle·Light·/·Dark·/·Auto·color·theme
59	Toggle·table·of·contents·sidebar	59	Toggle·table·of·contents·sidebar
60	\x8\x8\x8\x8\x8\x8·F\x8Fi\x8ix\x8xe\x8ed\x8d-\x8-w\x8wi\x8id\x8dt\x8th\x8h·r\x8re\x8ea\x8ad\x8de\x8er\x8r_\x8#\x8#·\x8\x8\x8\x8\x8\x8	60	\x8\x8\x8\x8\x8\x8·F\x8Fi\x8ix\x8xe\x8ed\x8d-\x8-w\x8wi\x8id\x8dt\x8th\x8h·r\x8re\x8ea\x8ad\x8de\x8er\x8r_\x8#\x8#·\x8\x8\x8\x8\x8\x8
61	Agate·contains·a·fixed-width·file·reader·that·is·designed·to·work·like·Python’s	61	Agate·contains·a·fixed-width·file·reader·that·is·designed·to·work·like·Python’s
62	csv.	62	_.c_.s_.v.
63	These·readers·work·with·CSV-formatted·schemas,·such·as·those·maintained·at	63	These·readers·work·with·CSV-formatted·schemas,·such·as·those·maintained·at
64	_\x8w_\x8i_\x8r_\x8e_\x8s_\x8e_\x8r_\x8v_\x8i_\x8c_\x8e_\x8/_\x8f_\x8f_\x8s.	64	_\x8w_\x8i_\x8r_\x8e_\x8s_\x8e_\x8r_\x8v_\x8i_\x8c_\x8e_\x8/_\x8f_\x8f_\x8s.
65	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8r_\x8e_\x8a_\x8d_\x8e_\x8r·····A·wrapper·around·_\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r,·so·that·it·can·be·used·in	65	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8r_\x8e_\x8a_\x8d_\x8e_\x8r·····A·wrapper·around·_\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r,·so·that·it·can·be·used·in
66	·······················the·same·way·as·a·normal·CSV·reader.	66	·······················the·same·way·as·a·normal·CSV·reader.
67	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r·····Reads·a·fixed-width·file·using·a·column·schema·in·CSV	67	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r·····Reads·a·fixed-width·file·using·a·column·schema·in·CSV
68	·······················format.	68	·······················format.
69	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8D_\x8i_\x8c_\x8t_\x8R_\x8e_\x8a_\x8d_\x8e_\x8r·A·fixed-width·reader·that·returns	69	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8D_\x8i_\x8c_\x8t_\x8R_\x8e_\x8a_\x8d_\x8e_\x8r·A·fixed-width·reader·that·returns
70	·······················collections.OrderedDict·rather·than·a·list.	70	·······················_.c_.o_.l_.l_.e_.c_.t_.i_.o_.n_.s_.._.O_.r_.d_.e_.r_.e_.d_.D_.i_.c_.t·rather·than·a·list.
71	\x8\x8\x8\x8\x8·D\x8De\x8et\x8ta\x8ai\x8il\x8le\x8ed\x8d·l\x8li\x8is\x8st\x8t_\x8#\x8#·\x8\x8\x8\x8\x8	71	\x8\x8\x8\x8\x8·D\x8De\x8et\x8ta\x8ai\x8il\x8le\x8ed\x8d·l\x8li\x8is\x8st\x8t_\x8#\x8#·\x8\x8\x8\x8\x8
72	··agate.fixed.reader(\x8a\x8ar\x8rg\x8gs\x8s,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#	72	··agate.fixed.reader(\x8a\x8ar\x8rg\x8gs\x8s,·\x8\x8k\x8kw\x8wa\x8ar\x8rg\x8gs\x8s)_\x8#
73	······A·wrapper·around·_\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r,·so·that·it·can·be·used·in·the·same·way·as	73	······A·wrapper·around·_\x8f_\x8i_\x8x_\x8e_\x8d_\x8._\x8R_\x8e_\x8a_\x8d_\x8e_\x8r,·so·that·it·can·be·used·in·the·same·way·as
74	······a·normal·CSV·reader.	74	······a·normal·CSV·reader.
75	··c\x8cl\x8la\x8as\x8ss\x8s·agate.fixed.Reader(f\x8f,·s\x8sc\x8ch\x8he\x8em\x8ma\x8a_\x8_f\x8f)_\x8#	75	··c\x8cl\x8la\x8as\x8ss\x8s·agate.fixed.Reader(f\x8f,·s\x8sc\x8ch\x8he\x8em\x8ma\x8a_\x8_f\x8f)_\x8#
76	······Bases:·object	76	······Bases:·_.o_.b_.j_.e_.c_.t
77	······Reads·a·fixed-width·file·using·a·column·schema·in·CSV·format.	77	······Reads·a·fixed-width·file·using·a·column·schema·in·CSV·format.
78	······This·works·almost·exactly·like·Python’s·built-in·CSV·reader.	78	······This·works·almost·exactly·like·Python’s·built-in·CSV·reader.
79	······Schemas·must·be·in·the·“ffs”·format,·with·column,·start,·and·length	79	······Schemas·must·be·in·the·“ffs”·format,·with·column,·start,·and·length
80	······columns.·There·is·a·repository·of·such·schemas·maintained·at·_\x8w_\x8i_\x8r_\x8e_\x8s_\x8e_\x8r_\x8v_\x8i_\x8c_\x8e_\x8/	80	······columns.·There·is·a·repository·of·such·schemas·maintained·at·_\x8w_\x8i_\x8r_\x8e_\x8s_\x8e_\x8r_\x8v_\x8i_\x8c_\x8e_\x8/
81	······_\x8f_\x8f_\x8s.	81	······_\x8f_\x8f_\x8s.
82	········p\x8pr\x8ro\x8op\x8pe\x8er\x8rt\x8ty\x8y·fieldnames_\x8#	82	········p\x8pr\x8ro\x8op\x8pe\x8er\x8rt\x8ty\x8y·fieldnames_\x8#
83	············The·names·of·the·columns·read·from·the·schema.	83	············The·names·of·the·columns·read·from·the·schema.
84	··c\x8cl\x8la\x8as\x8ss\x8s·agate.fixed.DictReader(f\x8f,·s\x8sc\x8ch\x8he\x8em\x8ma\x8a_\x8_f\x8f)_\x8#	84	··c\x8cl\x8la\x8as\x8ss\x8s·agate.fixed.DictReader(f\x8f,·s\x8sc\x8ch\x8he\x8em\x8ma\x8a_\x8_f\x8f)_\x8#
85	······Bases:·_\x8R_\x8e_\x8a_\x8d_\x8e_\x8r	85	······Bases:·_\x8R_\x8e_\x8a_\x8d_\x8e_\x8r
86	······A·fixed-width·reader·that·returns·collections.OrderedDict·rather·than·a	86	······A·fixed-width·reader·that·returns·_.c_.o_.l_.l_.e_.c_.t_.i_.o_.n_.s_.._.O_.r_.d_.e_.r_.e_.d_.D_.i_.c_.t·rather·than·a
87	······list.	87	······list.
88	_\x8N_\x8e_\x8x_\x8t	88	_\x8N_\x8e_\x8x_\x8t
89	_\x8M_\x8i_\x8s_\x8c_\x8e_\x8l_\x8l_\x8a_\x8n_\x8e_\x8o_\x8u_\x8s	89	_\x8M_\x8i_\x8s_\x8c_\x8e_\x8l_\x8l_\x8a_\x8n_\x8e_\x8o_\x8u_\x8s
90	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s	90	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s
91	_\x8C_\x8S_\x8V_\x8·_\x8r_\x8e_\x8a_\x8d_\x8e_\x8r_\x8·_\x8a_\x8n_\x8d_\x8·_\x8w_\x8r_\x8i_\x8t_\x8e_\x8r	91	_\x8C_\x8S_\x8V_\x8·_\x8r_\x8e_\x8a_\x8d_\x8e_\x8r_\x8·_\x8a_\x8n_\x8d_\x8·_\x8w_\x8r_\x8i_\x8t_\x8e_\x8r
92	Copyright·©·2024,·Christopher·Groskopf	92	Copyright·©·2024,·Christopher·Groskopf


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58	Toggle·Light·/·Dark·/·Auto·color·theme	58	Toggle·Light·/·Dark·/·Auto·color·theme
59	Toggle·table·of·contents·sidebar	59	Toggle·table·of·contents·sidebar
60	\x8\x8\x8\x8\x8\x8·M\x8Mi\x8is\x8sc\x8ce\x8el\x8ll\x8la\x8an\x8ne\x8eo\x8ou\x8us\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8	60	\x8\x8\x8\x8\x8\x8·M\x8Mi\x8is\x8sc\x8ce\x8el\x8ll\x8la\x8an\x8ne\x8eo\x8ou\x8us\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8
61	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8N_\x8u_\x8l_\x8l_\x8O_\x8r_\x8d_\x8e_\x8r·Dummy·object·used·for·sorting·in·place·of·None.	61	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8N_\x8u_\x8l_\x8l_\x8O_\x8r_\x8d_\x8e_\x8r·Dummy·object·used·for·sorting·in·place·of·None.
62	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8Q_\x8u_\x8a_\x8n_\x8t_\x8i_\x8l_\x8e_\x8s·A·class·representing·quantiles·(percentiles,·quartiles,·etc.)	62	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8Q_\x8u_\x8a_\x8n_\x8t_\x8i_\x8l_\x8e_\x8s·A·class·representing·quantiles·(percentiles,·quartiles,·etc.)
63	················for·a·given·column·of·Number·data.	63	················for·a·given·column·of·Number·data.
64	··c\x8cl\x8la\x8as\x8ss\x8s·agate.NullOrder_\x8#	64	··c\x8cl\x8la\x8as\x8ss\x8s·agate.NullOrder_\x8#
65	······Bases:·object	65	······Bases:·_.o_.b_.j_.e_.c_.t
66	······Dummy·object·used·for·sorting·in·place·of·None.	66	······Dummy·object·used·for·sorting·in·place·of·None.
67	······Sorts·as·“greater·than·everything·but·other·nulls.”	67	······Sorts·as·“greater·than·everything·but·other·nulls.”
68	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Quantiles(q\x8qu\x8ua\x8an\x8nt\x8ti\x8il\x8le\x8es\x8s)_\x8#	68	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Quantiles(q\x8qu\x8ua\x8an\x8nt\x8ti\x8il\x8le\x8es\x8s)_\x8#
69	······Bases:·Sequence	69	······Bases:·_.S_.e_.q_.u_.e_.n_.c_.e
70	······A·class·representing·quantiles·(percentiles,·quartiles,·etc.)·for·a·given	70	······A·class·representing·quantiles·(percentiles,·quartiles,·etc.)·for·a·given
71	······column·of·Number·data.	71	······column·of·Number·data.
72	········locate(v\x8va\x8al\x8lu\x8ue\x8e)_\x8#	72	········locate(v\x8va\x8al\x8lu\x8ue\x8e)_\x8#
73	············Identify·which·quantile·a·given·value·is·part·of.	73	············Identify·which·quantile·a·given·value·is·part·of.
74	_\x8N_\x8e_\x8x_\x8t	74	_\x8N_\x8e_\x8x_\x8t
75	_\x8E_\x8x_\x8c_\x8e_\x8p_\x8t_\x8i_\x8o_\x8n_\x8s	75	_\x8E_\x8x_\x8c_\x8e_\x8p_\x8t_\x8i_\x8o_\x8n_\x8s
76	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s	76	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s


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236	············<div·class="visually-hidden">Toggle·table·of·contents·sidebar</div>	236	············<div·class="visually-hidden">Toggle·table·of·contents·sidebar</div>
237	············<i·class="icon"><svg><use·href="#svg-toc"></use></svg></i>	237	············<i·class="icon"><svg><use·href="#svg-toc"></use></svg></i>
238	··········</label>	238	··········</label>
239	········</div>	239	········</div>
240	········<article·role="main">	240	········<article·role="main">
241	··········<section·id="fixed-width-reader">	241	··········<section·id="fixed-width-reader">
242	<h1>Fixed-width·reader<a·class="headerlink"·href="#fixed-width-reader"·title="Link·to·this·heading">#</a></h1>	242	<h1>Fixed-width·reader<a·class="headerlink"·href="#fixed-width-reader"·title="Link·to·this·heading">#</a></h1>
243	<p>Agate·contains·a·fixed-width·file·reader·that·is·designed·to·work·like·Python’s·<code·class="xref·py·py-mod·docutils·literal·notranslate"><span·class="pre">csv</span></code>.</p>	243	<p>Agate·contains·a·fixed-width·file·reader·that·is·designed·to·work·like·Python’s·<a·class="reference·external"·href="https://docs.python.org/3/library/csv.html#module-csv"·title="(in·Python·v3.12)"><code·class="xref·py·py-mod·docutils·literal·notranslate"><span·class="pre">csv</span></code></a>.</p>
244	<p>These·readers·work·with·CSV-formatted·schemas,·such·as·those·maintained·at·<a·class="reference·external"·href="https://github.com/wireservice/ffs">wireservice/ffs</a>.</p>	244	<p>These·readers·work·with·CSV-formatted·schemas,·such·as·those·maintained·at·<a·class="reference·external"·href="https://github.com/wireservice/ffs">wireservice/ffs</a>.</p>
245	<div·class="table-wrapper·autosummary·longtable·docutils·container">	245	<div·class="table-wrapper·autosummary·longtable·docutils·container">
246	<table·class="autosummary·longtable·docutils·align-default">	246	<table·class="autosummary·longtable·docutils·align-default">
247	<tbody>	247	<tbody>
248	<tr·class="row-odd"><td><p><a·class="reference·internal"·href="#agate.fixed.reader"·title="agate.fixed.reader"><code·class="xref·py·py-obj·docutils·literal·notranslate"><span·class="pre">agate.fixed.reader</span></code></a></p></td>	248	<tr·class="row-odd"><td><p><a·class="reference·internal"·href="#agate.fixed.reader"·title="agate.fixed.reader"><code·class="xref·py·py-obj·docutils·literal·notranslate"><span·class="pre">agate.fixed.reader</span></code></a></p></td>
249	<td><p>A·wrapper·around·<a·class="reference·internal"·href="#agate.fixed.Reader"·title="agate.fixed.Reader"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">fixed.Reader</span></code></a>,·so·that·it·can·be·used·in·the·same·way·as·a·normal·CSV·reader.</p></td>	249	<td><p>A·wrapper·around·<a·class="reference·internal"·href="#agate.fixed.Reader"·title="agate.fixed.Reader"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">fixed.Reader</span></code></a>,·so·that·it·can·be·used·in·the·same·way·as·a·normal·CSV·reader.</p></td>
250	</tr>	250	</tr>
251	<tr·class="row-even"><td><p><a·class="reference·internal"·href="#agate.fixed.Reader"·title="agate.fixed.Reader"><code·class="xref·py·py-obj·docutils·literal·notranslate"><span·class="pre">agate.fixed.Reader</span></code></a></p></td>	251	<tr·class="row-even"><td><p><a·class="reference·internal"·href="#agate.fixed.Reader"·title="agate.fixed.Reader"><code·class="xref·py·py-obj·docutils·literal·notranslate"><span·class="pre">agate.fixed.Reader</span></code></a></p></td>
252	<td><p>Reads·a·fixed-width·file·using·a·column·schema·in·CSV·format.</p></td>	252	<td><p>Reads·a·fixed-width·file·using·a·column·schema·in·CSV·format.</p></td>
253	</tr>	253	</tr>
254	<tr·class="row-odd"><td><p><a·class="reference·internal"·href="#agate.fixed.DictReader"·title="agate.fixed.DictReader"><code·class="xref·py·py-obj·docutils·literal·notranslate"><span·class="pre">agate.fixed.DictReader</span></code></a></p></td>	254	<tr·class="row-odd"><td><p><a·class="reference·internal"·href="#agate.fixed.DictReader"·title="agate.fixed.DictReader"><code·class="xref·py·py-obj·docutils·literal·notranslate"><span·class="pre">agate.fixed.DictReader</span></code></a></p></td>
255	<td><p>A·fixed-width·reader·that·returns·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict</span></code>·rather·than·a·list.</p></td>	255	<td><p>A·fixed-width·reader·that·returns·<a·class="reference·external"·href="https://docs.python.org/3/library/collections.html#collections.OrderedDict"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict</span></code></a>·rather·than·a·list.</p></td>
256	</tr>	256	</tr>
257	</tbody>	257	</tbody>
258	</table>	258	</table>
259	</div>	259	</div>
260	<section·id="detailed-list">	260	<section·id="detailed-list">
261	<h2>Detailed·list<a·class="headerlink"·href="#detailed-list"·title="Link·to·this·heading">#</a></h2>	261	<h2>Detailed·list<a·class="headerlink"·href="#detailed-list"·title="Link·to·this·heading">#</a></h2>
262	<dl·class="py·function">	262	<dl·class="py·function">
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265	<dd><p>A·wrapper·around·<a·class="reference·internal"·href="#agate.fixed.Reader"·title="agate.fixed.Reader"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">fixed.Reader</span></code></a>,·so·that·it·can·be·used·in·the·same	265	<dd><p>A·wrapper·around·<a·class="reference·internal"·href="#agate.fixed.Reader"·title="agate.fixed.Reader"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">fixed.Reader</span></code></a>,·so·that·it·can·be·used·in·the·same
266	way·as·a·normal·CSV·reader.</p>	266	way·as·a·normal·CSV·reader.</p>
267	</dd></dl>	267	</dd></dl>

268	<dl·class="py·class">	268	<dl·class="py·class">
269	<dt·class="sig·sig-object·py"·id="agate.fixed.Reader">	269	<dt·class="sig·sig-object·py"·id="agate.fixed.Reader">
270	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.fixed.</span></span><span·class="sig-name·descname"><span·class="pre">Reader</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">f</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">schema_f</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.fixed.Reader"·title="Link·to·this·definition">#</a></dt>	270	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.fixed.</span></span><span·class="sig-name·descname"><span·class="pre">Reader</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">f</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">schema_f</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.fixed.Reader"·title="Link·to·this·definition">#</a></dt>
271	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></p>	271	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#object"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></a></p>
272	<p>Reads·a·fixed-width·file·using·a·column·schema·in·CSV·format.</p>	272	<p>Reads·a·fixed-width·file·using·a·column·schema·in·CSV·format.</p>
273	<p>This·works·almost·exactly·like·Python’s·built-in·CSV·reader.</p>	273	<p>This·works·almost·exactly·like·Python’s·built-in·CSV·reader.</p>
274	<p>Schemas·must·be·in·the·“ffs”·format,·with·<code·class="code·docutils·literal·notranslate"><span·class="pre">column</span></code>,·<code·class="code·docutils·literal·notranslate"><span·class="pre">start</span></code>,	274	<p>Schemas·must·be·in·the·“ffs”·format,·with·<code·class="code·docutils·literal·notranslate"><span·class="pre">column</span></code>,·<code·class="code·docutils·literal·notranslate"><span·class="pre">start</span></code>,
275	and·<code·class="code·docutils·literal·notranslate"><span·class="pre">length</span></code>·columns.·There·is·a·repository·of·such·schemas	275	and·<code·class="code·docutils·literal·notranslate"><span·class="pre">length</span></code>·columns.·There·is·a·repository·of·such·schemas
276	maintained·at·<a·class="reference·external"·href="https://github.com/wireservice/ffs">wireservice/ffs</a>.</p>	276	maintained·at·<a·class="reference·external"·href="https://github.com/wireservice/ffs">wireservice/ffs</a>.</p>
277	<dl·class="py·property">	277	<dl·class="py·property">
278	<dt·class="sig·sig-object·py"·id="agate.fixed.Reader.fieldnames">	278	<dt·class="sig·sig-object·py"·id="agate.fixed.Reader.fieldnames">
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283	</dd></dl>	283	</dd></dl>

284	<dl·class="py·class">	284	<dl·class="py·class">
285	<dt·class="sig·sig-object·py"·id="agate.fixed.DictReader">	285	<dt·class="sig·sig-object·py"·id="agate.fixed.DictReader">
286	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.fixed.</span></span><span·class="sig-name·descname"><span·class="pre">DictReader</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">f</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">schema_f</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.fixed.DictReader"·title="Link·to·this·definition">#</a></dt>	286	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.fixed.</span></span><span·class="sig-name·descname"><span·class="pre">DictReader</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">f</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">schema_f</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.fixed.DictReader"·title="Link·to·this·definition">#</a></dt>
287	<dd><p>Bases:·<a·class="reference·internal"·href="#agate.fixed.Reader"·title="agate.fixed.Reader"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Reader</span></code></a></p>	287	<dd><p>Bases:·<a·class="reference·internal"·href="#agate.fixed.Reader"·title="agate.fixed.Reader"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Reader</span></code></a></p>
288	<p>A·fixed-width·reader·that·returns·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict</span></code>·rather	288	<p>A·fixed-width·reader·that·returns·<a·class="reference·external"·href="https://docs.python.org/3/library/collections.html#collections.OrderedDict"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">collections.OrderedDict</span></code></a>·rather
289	than·a·list.</p>	289	than·a·list.</p>
290	</dd></dl>	290	</dd></dl>

291	</section>	291	</section>
292	</section>	292	</section>

293	········</article>	293	········</article>


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251	</tr>	251	</tr>
252	</tbody>	252	</tbody>
253	</table>	253	</table>
254	</div>	254	</div>
255	<dl·class="py·class">	255	<dl·class="py·class">
256	<dt·class="sig·sig-object·py"·id="agate.NullOrder">	256	<dt·class="sig·sig-object·py"·id="agate.NullOrder">
257	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">NullOrder</span></span><a·class="headerlink"·href="#agate.NullOrder"·title="Link·to·this·definition">#</a></dt>	257	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">NullOrder</span></span><a·class="headerlink"·href="#agate.NullOrder"·title="Link·to·this·definition">#</a></dt>
258	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></p>	258	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#object"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></a></p>
259	<p>Dummy·object·used·for·sorting·in·place·of·None.</p>	259	<p>Dummy·object·used·for·sorting·in·place·of·None.</p>
260	<p>Sorts·as·“greater·than·everything·but·other·nulls.”</p>	260	<p>Sorts·as·“greater·than·everything·but·other·nulls.”</p>
261	</dd></dl>	261	</dd></dl>

262	<dl·class="py·class">	262	<dl·class="py·class">
263	<dt·class="sig·sig-object·py"·id="agate.Quantiles">	263	<dt·class="sig·sig-object·py"·id="agate.Quantiles">
264	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">Quantiles</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">quantiles</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Quantiles"·title="Link·to·this·definition">#</a></dt>	264	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">Quantiles</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">quantiles</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Quantiles"·title="Link·to·this·definition">#</a></dt>
265	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Sequence</span></code></p>	265	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Sequence</span></code></a></p>
266	<p>A·class·representing·quantiles·(percentiles,·quartiles,·etc.)·for·a·given	266	<p>A·class·representing·quantiles·(percentiles,·quartiles,·etc.)·for·a·given
267	column·of·Number·data.</p>	267	column·of·Number·data.</p>
268	<dl·class="py·method">	268	<dl·class="py·method">
269	<dt·class="sig·sig-object·py"·id="agate.Quantiles.locate">	269	<dt·class="sig·sig-object·py"·id="agate.Quantiles.locate">
270	<span·class="sig-name·descname"><span·class="pre">locate</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">value</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Quantiles.locate"·title="Link·to·this·definition">#</a></dt>	270	<span·class="sig-name·descname"><span·class="pre">locate</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">value</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.Quantiles.locate"·title="Link·to·this·definition">#</a></dt>
271	<dd><p>Identify·which·quantile·a·given·value·is·part·of.</p>	271	<dd><p>Identify·which·quantile·a·given·value·is·part·of.</p>
272	</dd></dl>	272	</dd></dl>


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124	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8c_\x8s_\x8v·······Print·this·table·as·a·CSV.	124	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8c_\x8s_\x8v·······Print·this·table·as·a·CSV.
125	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8h_\x8t_\x8m_\x8l······Print·an·HTML·version·of·this·table.	125	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8h_\x8t_\x8m_\x8l······Print·an·HTML·version·of·this·table.
126	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8j_\x8s_\x8o_\x8n······Print·this·table·as·JSON.	126	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8j_\x8s_\x8o_\x8n······Print·this·table·as·JSON.
127	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8s_\x8t_\x8r_\x8u_\x8c_\x8t_\x8u_\x8r_\x8e·Print·this·table's·column·names·and·types·as·a	127	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8s_\x8t_\x8r_\x8u_\x8c_\x8t_\x8u_\x8r_\x8e·Print·this·table's·column·names·and·types·as·a
128	····························plain-text·table.	128	····························plain-text·table.
129	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8t_\x8a_\x8b_\x8l_\x8e·····Print·a·text-based·view·of·the·data·in·this·table.	129	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8t_\x8a_\x8b_\x8l_\x8e·····Print·a·text-based·view·of·the·data·in·this·table.
130	\x8\x8\x8\x8\x8·C\x8Ch\x8ha\x8ar\x8rt\x8ti\x8in\x8ng\x8g_\x8#\x8#·\x8\x8\x8\x8\x8	130	\x8\x8\x8\x8\x8·C\x8Ch\x8ha\x8ar\x8rt\x8ti\x8in\x8ng\x8g_\x8#\x8#·\x8\x8\x8\x8\x8
131	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8b_\x8a_\x8r_\x8__\x8c_\x8h_\x8a_\x8r_\x8t····Render·a·bar·chart·using·leather.Chart.	131	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8b_\x8a_\x8r_\x8__\x8c_\x8h_\x8a_\x8r_\x8t····Render·a·bar·chart·using·_.l_.e_.a_.t_.h_.e_.r_.._.C_.h_.a_.r_.t.
132	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8l_\x8u_\x8m_\x8n_\x8__\x8c_\x8h_\x8a_\x8r_\x8t·Render·a·column·chart·using·leather.Chart.	132	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8l_\x8u_\x8m_\x8n_\x8__\x8c_\x8h_\x8a_\x8r_\x8t·Render·a·column·chart·using·_.l_.e_.a_.t_.h_.e_.r_.._.C_.h_.a_.r_.t.
133	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8l_\x8i_\x8n_\x8e_\x8__\x8c_\x8h_\x8a_\x8r_\x8t···Render·a·line·chart·using·leather.Chart.	133	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8l_\x8i_\x8n_\x8e_\x8__\x8c_\x8h_\x8a_\x8r_\x8t···Render·a·line·chart·using·_.l_.e_.a_.t_.h_.e_.r_.._.C_.h_.a_.r_.t.
134	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8s_\x8c_\x8a_\x8t_\x8t_\x8e_\x8r_\x8p_\x8l_\x8o_\x8t··Render·a·scatterplot·using·leather.Chart.	134	_\x8a_\x8g_\x8a_\x8t_\x8e_\x8._\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8s_\x8c_\x8a_\x8t_\x8t_\x8e_\x8r_\x8p_\x8l_\x8o_\x8t··Render·a·scatterplot·using·_.l_.e_.a_.t_.h_.e_.r_.._.C_.h_.a_.r_.t.
135	\x8\x8\x8\x8\x8·D\x8De\x8et\x8ta\x8ai\x8il\x8le\x8ed\x8d·l\x8li\x8is\x8st\x8t_\x8#\x8#·\x8\x8\x8\x8\x8	135	\x8\x8\x8\x8\x8·D\x8De\x8et\x8ta\x8ai\x8il\x8le\x8ed\x8d·l\x8li\x8is\x8st\x8t_\x8#\x8#·\x8\x8\x8\x8\x8
136	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Table(r\x8ro\x8ow\x8ws\x8s,·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e,·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_t\x8ty\x8yp\x8pe\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e,·r\x8ro\x8ow\x8w_\x8_n\x8na\x8am\x8me\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e,	136	··c\x8cl\x8la\x8as\x8ss\x8s·agate.Table(r\x8ro\x8ow\x8ws\x8s,·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e,·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_t\x8ty\x8yp\x8pe\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e,·r\x8ro\x8ow\x8w_\x8_n\x8na\x8am\x8me\x8es\x8s=\x8=N\x8No\x8on\x8ne\x8e,
137	··_\x8_i\x8is\x8s_\x8_f\x8fo\x8or\x8rk\x8k=\x8=F\x8Fa\x8al\x8ls\x8se\x8e)_\x8#	137	··_\x8_i\x8is\x8s_\x8_f\x8fo\x8or\x8rk\x8k=\x8=F\x8Fa\x8al\x8ls\x8se\x8e)_\x8#
138	······Bases:·object	138	······Bases:·_.o_.b_.j_.e_.c_.t
139	······A·dataset·consisting·of·rows·and·columns.·Columns·refer·to·“vertical”	139	······A·dataset·consisting·of·rows·and·columns.·Columns·refer·to·“vertical”
140	······slices·of·data·that·must·all·be·of·the·same·type.·Rows·refer·to	140	······slices·of·data·that·must·all·be·of·the·same·type.·Rows·refer·to
141	······“horizontal”·slices·of·data·that·may·(and·usually·do)·contain·mixed	141	······“horizontal”·slices·of·data·that·may·(and·usually·do)·contain·mixed
142	······types.	142	······types.
143	······The·sequence·of·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·instances·are·retrieved·via·the·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8l_\x8u_\x8m_\x8n_\x8s	143	······The·sequence·of·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·instances·are·retrieved·via·the·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8l_\x8u_\x8m_\x8n_\x8s
144	······property.·They·may·be·accessed·by·either·numeric·index·or·by·unique	144	······property.·They·may·be·accessed·by·either·numeric·index·or·by·unique
145	······column·name.	145	······column·name.
Offset 198, 15 lines modified		Offset 198, 15 lines modified
198	··················tuples·in·the·format·(name,·aggregation),·where·each	198	··················tuples·in·the·format·(name,·aggregation),·where·each
199	··················aggregation·is·an·instance·of·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n.	199	··················aggregation·is·an·instance·of·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n.
200	··············Returns:	200	··············Returns:
201	··················If·the·input·was·a·single·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n·then·a·single·result	201	··················If·the·input·was·a·single·_\x8A_\x8g_\x8g_\x8r_\x8e_\x8g_\x8a_\x8t_\x8i_\x8o_\x8n·then·a·single·result
202	··················will·be·returned.·If·it·was·a·sequence·then·an·OrderedDict·of	202	··················will·be·returned.·If·it·was·a·sequence·then·an·OrderedDict·of
203	··················results·will·be·returned.	203	··················results·will·be·returned.
204	········bar_chart(l\x8la\x8ab\x8be\x8el\x8l=\x8=0\x80,·v\x8va\x8al\x8lu\x8ue\x8e=\x8=1\x81,·p\x8pa\x8at\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·w\x8wi\x8id\x8dt\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·h\x8he\x8ei\x8ig\x8gh\x8ht\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#	204	········bar_chart(l\x8la\x8ab\x8be\x8el\x8l=\x8=0\x80,·v\x8va\x8al\x8lu\x8ue\x8e=\x8=1\x81,·p\x8pa\x8at\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·w\x8wi\x8id\x8dt\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·h\x8he\x8ei\x8ig\x8gh\x8ht\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#
205	············Render·a·bar·chart·using·leather.Chart.	205	············Render·a·bar·chart·using·_.l_.e_.a_.t_.h_.e_.r_.._.C_.h_.a_.r_.t.
206	··············Parameters:	206	··············Parameters:
207	······················*·l\x8la\x8ab\x8be\x8el\x8l·–·The·name·or·index·of·a·column·to·plot·as·the	207	······················*·l\x8la\x8ab\x8be\x8el\x8l·–·The·name·or·index·of·a·column·to·plot·as·the
208	························labels·of·the·chart.·Defaults·to·the·first·column·in	208	························labels·of·the·chart.·Defaults·to·the·first·column·in
209	························the·table.	209	························the·table.
210	······················*·v\x8va\x8al\x8lu\x8ue\x8e·–·The·name·or·index·of·a·column·to·plot·as·the	210	······················*·v\x8va\x8al\x8lu\x8ue\x8e·–·The·name·or·index·of·a·column·to·plot·as·the
211	························values·of·the·chart.·Defaults·to·the·second·column·in	211	························values·of·the·chart.·Defaults·to·the·second·column·in
212	························the·table.	212	························the·table.
Offset 232, 15 lines modified		Offset 232, 15 lines modified
232	······················*·s\x8st\x8ta\x8ar\x8rt\x8t·–·The·minimum·value·to·start·the·bins·at.·If·not	232	······················*·s\x8st\x8ta\x8ar\x8rt\x8t·–·The·minimum·value·to·start·the·bins·at.·If·not
233	························specified·the·minimum·value·in·the·column·will·be·used.	233	························specified·the·minimum·value·in·the·column·will·be·used.
234	······················*·e\x8en\x8nd\x8d·–·The·maximum·value·to·end·the·bins·at.·If·not	234	······················*·e\x8en\x8nd\x8d·–·The·maximum·value·to·end·the·bins·at.·If·not
235	························specified·the·maximum·value·in·the·column·will·be·used.	235	························specified·the·maximum·value·in·the·column·will·be·used.
236	··············Returns:	236	··············Returns:
237	··················A·new·_\x8T_\x8a_\x8b_\x8l_\x8e.	237	··················A·new·_\x8T_\x8a_\x8b_\x8l_\x8e.
238	········column_chart(l\x8la\x8ab\x8be\x8el\x8l=\x8=0\x80,·v\x8va\x8al\x8lu\x8ue\x8e=\x8=1\x81,·p\x8pa\x8at\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·w\x8wi\x8id\x8dt\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·h\x8he\x8ei\x8ig\x8gh\x8ht\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#	238	········column_chart(l\x8la\x8ab\x8be\x8el\x8l=\x8=0\x80,·v\x8va\x8al\x8lu\x8ue\x8e=\x8=1\x81,·p\x8pa\x8at\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·w\x8wi\x8id\x8dt\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·h\x8he\x8ei\x8ig\x8gh\x8ht\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#
239	············Render·a·column·chart·using·leather.Chart.	239	············Render·a·column·chart·using·_.l_.e_.a_.t_.h_.e_.r_.._.C_.h_.a_.r_.t.
240	··············Parameters:	240	··············Parameters:
241	······················*·l\x8la\x8ab\x8be\x8el\x8l·–·The·name·or·index·of·a·column·to·plot·as·the	241	······················*·l\x8la\x8ab\x8be\x8el\x8l·–·The·name·or·index·of·a·column·to·plot·as·the
242	························labels·of·the·chart.·Defaults·to·the·first·column·in	242	························labels·of·the·chart.·Defaults·to·the·first·column·in
243	························the·table.	243	························the·table.
244	······················*·v\x8va\x8al\x8lu\x8ue\x8e·–·The·name·or·index·of·a·column·to·plot·as·the	244	······················*·v\x8va\x8al\x8lu\x8ue\x8e·–·The·name·or·index·of·a·column·to·plot·as·the
245	························values·of·the·chart.·Defaults·to·the·second·column·in	245	························values·of·the·chart.·Defaults·to·the·second·column·in
246	························the·table.	246	························the·table.
Offset 556, 15 lines modified		Offset 556, 15 lines modified
556	························to·include.	556	························to·include.
557	······················*·s\x8st\x8to\x8op\x8p·–·The·index·of·the·last·row·to·include.	557	······················*·s\x8st\x8to\x8op\x8p·–·The·index·of·the·last·row·to·include.
558	······················*·s\x8st\x8te\x8ep\x8p·–·The·size·of·the·jump·between·rows·to·include.	558	······················*·s\x8st\x8te\x8ep\x8p·–·The·size·of·the·jump·between·rows·to·include.
559	························(step=2will·return·every·other·row.)	559	························(step=2will·return·every·other·row.)
560	··············Returns:	560	··············Returns:
561	··················A·new·_\x8T_\x8a_\x8b_\x8l_\x8e.	561	··················A·new·_\x8T_\x8a_\x8b_\x8l_\x8e.
562	········line_chart(x\x8x=\x8=0\x80,·y\x8y=\x8=1\x81,·p\x8pa\x8at\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·w\x8wi\x8id\x8dt\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·h\x8he\x8ei\x8ig\x8gh\x8ht\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#	562	········line_chart(x\x8x=\x8=0\x80,·y\x8y=\x8=1\x81,·p\x8pa\x8at\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·w\x8wi\x8id\x8dt\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·h\x8he\x8ei\x8ig\x8gh\x8ht\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#
563	············Render·a·line·chart·using·leather.Chart.	563	············Render·a·line·chart·using·_.l_.e_.a_.t_.h_.e_.r_.._.C_.h_.a_.r_.t.
564	··············Parameters:	564	··············Parameters:
565	······················*·x\x8x·–·The·name·or·index·of·a·column·to·plot·as·the·x-	565	······················*·x\x8x·–·The·name·or·index·of·a·column·to·plot·as·the·x-
566	························axis.·Defaults·to·the·first·column·in·the·table.	566	························axis.·Defaults·to·the·first·column·in·the·table.
567	······················*·y\x8y·–·The·name·or·index·of·a·column·to·plot·as·the·y-	567	······················*·y\x8y·–·The·name·or·index·of·a·column·to·plot·as·the·y-
568	························axis.·Defaults·to·the·second·column·in·the·table.	568	························axis.·Defaults·to·the·second·column·in·the·table.
569	······················*·p\x8pa\x8at\x8th\x8h·–·If·specified,·the·resulting·SVG·will·be·saved·to	569	······················*·p\x8pa\x8at\x8th\x8h·–·If·specified,·the·resulting·SVG·will·be·saved·to
570	························this·location.·If·None·and·running·in·IPython,·then·the	570	························this·location.·If·None·and·running·in·IPython,·then·the
Offset 746, 15 lines modified		Offset 746, 15 lines modified
746	······················*·s\x8sl\x8lu\x8ug\x8g_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8ns\x8s·–·If·True,·column·names·will·be·converted	746	······················*·s\x8sl\x8lu\x8ug\x8g_\x8_c\x8co\x8ol\x8lu\x8um\x8mn\x8ns\x8s·–·If·True,·column·names·will·be·converted
747	························to·slugs·and·duplicate·names·will·have·unique	747	························to·slugs·and·duplicate·names·will·have·unique
748	························identifiers·appended.	748	························identifiers·appended.
749	······················*·s\x8sl\x8lu\x8ug\x8g_\x8_r\x8ro\x8ow\x8ws\x8s·–·If·True,·row·names·will·be·converted·to	749	······················*·s\x8sl\x8lu\x8ug\x8g_\x8_r\x8ro\x8ow\x8ws\x8s·–·If·True,·row·names·will·be·converted·to
750	························slugs·and·dupicate·names·will·have·unique·identifiers	750	························slugs·and·dupicate·names·will·have·unique·identifiers
751	························appended.	751	························appended.
752	········scatterplot(x\x8x=\x8=0\x80,·y\x8y=\x8=1\x81,·p\x8pa\x8at\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·w\x8wi\x8id\x8dt\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·h\x8he\x8ei\x8ig\x8gh\x8ht\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#	752	········scatterplot(x\x8x=\x8=0\x80,·y\x8y=\x8=1\x81,·p\x8pa\x8at\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·w\x8wi\x8id\x8dt\x8th\x8h=\x8=N\x8No\x8on\x8ne\x8e,·h\x8he\x8ei\x8ig\x8gh\x8ht\x8t=\x8=N\x8No\x8on\x8ne\x8e)_\x8#
753	············Render·a·scatterplot·using·leather.Chart.	753	············Render·a·scatterplot·using·_.l_.e_.a_.t_.h_.e_.r_.._.C_.h_.a_.r_.t.
754	··············Parameters:	754	··············Parameters:
755	······················*·x\x8x·–·The·name·or·index·of·a·column·to·plot·as·the·x-	755	······················*·x\x8x·–·The·name·or·index·of·a·column·to·plot·as·the·x-
756	························axis.·Defaults·to·the·first·column·in·the·table.	756	························axis.·Defaults·to·the·first·column·in·the·table.
757	······················*·y\x8y·–·The·name·or·index·of·a·column·to·plot·as·the·y-	757	······················*·y\x8y·–·The·name·or·index·of·a·column·to·plot·as·the·y-
758	························axis.·Defaults·to·the·second·column·in·the·table.	758	························axis.·Defaults·to·the·second·column·in·the·table.
759	······················*·p\x8pa\x8at\x8th\x8h·–·If·specified,·the·resulting·SVG·will·be·saved·to	759	······················*·p\x8pa\x8at\x8th\x8h·–·If·specified,·the·resulting·SVG·will·be·saved·to
760	························this·location.·If·None·and·running·in·IPython,·then·the	760	························this·location.·If·None·and·running·in·IPython,·then·the


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239	········</div>	239	········</div>
240	········<article·role="main">	240	········<article·role="main">
241	··········<section·id="module-agate.type_tester">	241	··········<section·id="module-agate.type_tester">
242	<span·id="type-inference"></span><h1>Type·inference<a·class="headerlink"·href="#module-agate.type_tester"·title="Link·to·this·heading">#</a></h1>	242	<span·id="type-inference"></span><h1>Type·inference<a·class="headerlink"·href="#module-agate.type_tester"·title="Link·to·this·heading">#</a></h1>
243	<dl·class="py·class">	243	<dl·class="py·class">
244	<dt·class="sig·sig-object·py"·id="agate.TypeTester">	244	<dt·class="sig·sig-object·py"·id="agate.TypeTester">
245	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">TypeTester</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">force</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">{}</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">limit</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">None</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">types</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">None</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">null_values</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">('',</span>·<span·class="pre">'na',</span>·<span·class="pre">'n/a',</span>·<span·class="pre">'none',</span>·<span·class="pre">'null',</span>·<span·class="pre">'.')</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.TypeTester"·title="Link·to·this·definition">#</a></dt>	245	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">TypeTester</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">force</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">{}</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">limit</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">None</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">types</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">None</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">null_values</span></span><span·class="o"><span·class="pre">=</span></span><span·class="default_value"><span·class="pre">('',</span>·<span·class="pre">'na',</span>·<span·class="pre">'n/a',</span>·<span·class="pre">'none',</span>·<span·class="pre">'null',</span>·<span·class="pre">'.')</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.TypeTester"·title="Link·to·this·definition">#</a></dt>
246	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></p>	246	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/functions.html#object"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">object</span></code></a></p>
247	<p>Control·how·data·types·are·inferred·for·columns·in·a·given·set·of·data.</p>	247	<p>Control·how·data·types·are·inferred·for·columns·in·a·given·set·of·data.</p>
248	<p>This·class·is·used·by·passing·it·to·the·<code·class="code·docutils·literal·notranslate"><span·class="pre">column_types</span></code>·argument·of	248	<p>This·class·is·used·by·passing·it·to·the·<code·class="code·docutils·literal·notranslate"><span·class="pre">column_types</span></code>·argument·of
249	the·<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a>·constructor,·or·the·same·argument·for·any·other·method	249	the·<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a>·constructor,·or·the·same·argument·for·any·other·method
250	that·create·a·<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a></p>	250	that·create·a·<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a></p>
251	<p>Type·inference·can·be·a·slow·process.·To·limit·the·number·of·rows·of·data·to	251	<p>Type·inference·can·be·a·slow·process.·To·limit·the·number·of·rows·of·data·to
252	be·tested,·pass·the·<code·class="code·docutils·literal·notranslate"><span·class="pre">limit</span></code>·argument.·Note·that·may·cause·errors·if	252	be·tested,·pass·the·<code·class="code·docutils·literal·notranslate"><span·class="pre">limit</span></code>·argument.·Note·that·may·cause·errors·if
253	your·data·contains·different·types·of·values·after·the·specified·number·of	253	your·data·contains·different·types·of·values·after·the·specified·number·of


Offset 239, 24 lines modified		Offset 239, 24 lines modified
239	········</div>	239	········</div>
240	········<article·role="main">	240	········<article·role="main">
241	··········<section·id="warnings">	241	··········<section·id="warnings">
242	<h1>Warnings<a·class="headerlink"·href="#warnings"·title="Link·to·this·heading">#</a></h1>	242	<h1>Warnings<a·class="headerlink"·href="#warnings"·title="Link·to·this·heading">#</a></h1>
243	<dl·class="py·class">	243	<dl·class="py·class">
244	<dt·class="sig·sig-object·py"·id="agate.NullCalculationWarning">	244	<dt·class="sig·sig-object·py"·id="agate.NullCalculationWarning">
245	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">NullCalculationWarning</span></span><a·class="headerlink"·href="#agate.NullCalculationWarning"·title="Link·to·this·definition">#</a></dt>	245	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">NullCalculationWarning</span></span><a·class="headerlink"·href="#agate.NullCalculationWarning"·title="Link·to·this·definition">#</a></dt>
246	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">RuntimeWarning</span></code></p>	246	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/exceptions.html#RuntimeWarning"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">RuntimeWarning</span></code></a></p>
247	<p>Warning·raised·if·a·calculation·which·can·not·logically	247	<p>Warning·raised·if·a·calculation·which·can·not·logically
248	account·for·null·values·is·performed·on·a·<a·class="reference·internal"·href="columns_and_rows.html#agate.Column"·title="agate.Column"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Column</span></code></a>·containing	248	account·for·null·values·is·performed·on·a·<a·class="reference·internal"·href="columns_and_rows.html#agate.Column"·title="agate.Column"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Column</span></code></a>·containing
249	nulls.</p>	249	nulls.</p>
250	</dd></dl>	250	</dd></dl>

251	<dl·class="py·class">	251	<dl·class="py·class">
252	<dt·class="sig·sig-object·py"·id="agate.DuplicateColumnWarning">	252	<dt·class="sig·sig-object·py"·id="agate.DuplicateColumnWarning">
253	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">DuplicateColumnWarning</span></span><a·class="headerlink"·href="#agate.DuplicateColumnWarning"·title="Link·to·this·definition">#</a></dt>	253	<em·class="property"><span·class="pre">class</span><span·class="w">·</span></em><span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">DuplicateColumnWarning</span></span><a·class="headerlink"·href="#agate.DuplicateColumnWarning"·title="Link·to·this·definition">#</a></dt>
254	<dd><p>Bases:·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">RuntimeWarning</span></code></p>	254	<dd><p>Bases:·<a·class="reference·external"·href="https://docs.python.org/3/library/exceptions.html#RuntimeWarning"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">RuntimeWarning</span></code></a></p>
255	<p>Warning·raised·if·multiple·columns·with·the·same·name·are·added·to·a·new	255	<p>Warning·raised·if·multiple·columns·with·the·same·name·are·added·to·a·new
256	<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a>.</p>	256	<a·class="reference·internal"·href="table.html#agate.Table"·title="agate.Table"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Table</span></code></a>.</p>
257	</dd></dl>	257	</dd></dl>

258	<dl·class="py·function">	258	<dl·class="py·function">
259	<dt·class="sig·sig-object·py"·id="agate.warn_null_calculation">	259	<dt·class="sig·sig-object·py"·id="agate.warn_null_calculation">
260	<span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">warn_null_calculation</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">operation</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">column</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.warn_null_calculation"·title="Link·to·this·definition">#</a></dt>	260	<span·class="sig-prename·descclassname"><span·class="pre">agate.</span></span><span·class="sig-name·descname"><span·class="pre">warn_null_calculation</span></span><span·class="sig-paren">(</span><em·class="sig-param"><span·class="n"><span·class="pre">operation</span></span></em>,·<em·class="sig-param"><span·class="n"><span·class="pre">column</span></span></em><span·class="sig-paren">)</span><a·class="headerlink"·href="#agate.warn_null_calculation"·title="Link·to·this·definition">#</a></dt>


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55	····*·_\x8L_\x8i_\x8c_\x8e_\x8n_\x8s_\x8e	55	····*·_\x8L_\x8i_\x8c_\x8e_\x8n_\x8s_\x8e
56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g	56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g
57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p	57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p
58	Toggle·Light·/·Dark·/·Auto·color·theme	58	Toggle·Light·/·Dark·/·Auto·color·theme
59	Toggle·table·of·contents·sidebar	59	Toggle·table·of·contents·sidebar
60	\x8\x8\x8\x8\x8\x8·W\x8Wa\x8ar\x8rn\x8ni\x8in\x8ng\x8gs\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8	60	\x8\x8\x8\x8\x8\x8·W\x8Wa\x8ar\x8rn\x8ni\x8in\x8ng\x8gs\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8
61	··c\x8cl\x8la\x8as\x8ss\x8s·agate.NullCalculationWarning_\x8#	61	··c\x8cl\x8la\x8as\x8ss\x8s·agate.NullCalculationWarning_\x8#
62	······Bases:·RuntimeWarning	62	······Bases:·_.R_.u_.n_.t_.i_.m_.e_.W_.a_.r_.n_.i_.n_.g
63	······Warning·raised·if·a·calculation·which·can·not·logically·account·for·null	63	······Warning·raised·if·a·calculation·which·can·not·logically·account·for·null
64	······values·is·performed·on·a·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·containing·nulls.	64	······values·is·performed·on·a·_\x8C_\x8o_\x8l_\x8u_\x8m_\x8n·containing·nulls.
65	··c\x8cl\x8la\x8as\x8ss\x8s·agate.DuplicateColumnWarning_\x8#	65	··c\x8cl\x8la\x8as\x8ss\x8s·agate.DuplicateColumnWarning_\x8#
66	······Bases:·RuntimeWarning	66	······Bases:·_.R_.u_.n_.t_.i_.m_.e_.W_.a_.r_.n_.i_.n_.g
67	······Warning·raised·if·multiple·columns·with·the·same·name·are·added·to·a·new	67	······Warning·raised·if·multiple·columns·with·the·same·name·are·added·to·a·new
68	······_\x8T_\x8a_\x8b_\x8l_\x8e.	68	······_\x8T_\x8a_\x8b_\x8l_\x8e.
69	··agate.warn_null_calculation(o\x8op\x8pe\x8er\x8ra\x8at\x8ti\x8io\x8on\x8n,·c\x8co\x8ol\x8lu\x8um\x8mn\x8n)_\x8#	69	··agate.warn_null_calculation(o\x8op\x8pe\x8er\x8ra\x8at\x8ti\x8io\x8on\x8n,·c\x8co\x8ol\x8lu\x8um\x8mn\x8n)_\x8#
70	··agate.warn_duplicate_column(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_r\x8re\x8en\x8na\x8am\x8me\x8e)_\x8#	70	··agate.warn_duplicate_column(c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_n\x8na\x8am\x8me\x8e,·c\x8co\x8ol\x8lu\x8um\x8mn\x8n_\x8_r\x8re\x8en\x8na\x8am\x8me\x8e)_\x8#
71	_\x8N_\x8e_\x8x_\x8t	71	_\x8N_\x8e_\x8x_\x8t
72	_\x8U_\x8n_\x8i_\x8t_\x8·_\x8t_\x8e_\x8s_\x8t_\x8i_\x8n_\x8g_\x8·_\x8h_\x8e_\x8l_\x8p_\x8e_\x8r_\x8s	72	_\x8U_\x8n_\x8i_\x8t_\x8·_\x8t_\x8e_\x8s_\x8t_\x8i_\x8n_\x8g_\x8·_\x8h_\x8e_\x8l_\x8p_\x8e_\x8r_\x8s
73	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s	73	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s


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83	····*·feat:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8h_\x8t_\x8m_\x8l_\x8(_\x8)·accepts·a·max_precision·keyword·argument,·like	83	····*·feat:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8h_\x8t_\x8m_\x8l_\x8(_\x8)·accepts·a·max_precision·keyword·argument,·like
84	······_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8t_\x8a_\x8b_\x8l_\x8e_\x8(_\x8).·(#753)	84	······_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8p_\x8r_\x8i_\x8n_\x8t_\x8__\x8t_\x8a_\x8b_\x8l_\x8e_\x8(_\x8).·(#753)
85	····*·feat:·_\x8T_\x8y_\x8p_\x8e_\x8T_\x8e_\x8s_\x8t_\x8e_\x8r·accepts·a·null_values·keyword·argument,·like·individual	85	····*·feat:·_\x8T_\x8y_\x8p_\x8e_\x8T_\x8e_\x8s_\x8t_\x8e_\x8r·accepts·a·null_values·keyword·argument,·like·individual
86	······data·types.·(#745)	86	······data·types.·(#745)
87	····*·feat:·_\x8M_\x8i_\x8n,·_\x8M_\x8a_\x8x·and·_\x8S_\x8u_\x8m·(#735)·work·with·_\x8T_\x8i_\x8m_\x8e_\x8D_\x8e_\x8l_\x8t_\x8a.	87	····*·feat:·_\x8M_\x8i_\x8n,·_\x8M_\x8a_\x8x·and·_\x8S_\x8u_\x8m·(#735)·work·with·_\x8T_\x8i_\x8m_\x8e_\x8D_\x8e_\x8l_\x8t_\x8a.
88	····*·feat:·_\x8F_\x8i_\x8e_\x8l_\x8d_\x8S_\x8i_\x8z_\x8e_\x8L_\x8i_\x8m_\x8i_\x8t_\x8E_\x8r_\x8r_\x8o_\x8r·includes·the·line·number·in·the·error·message.	88	····*·feat:·_\x8F_\x8i_\x8e_\x8l_\x8d_\x8S_\x8i_\x8z_\x8e_\x8L_\x8i_\x8m_\x8i_\x8t_\x8E_\x8r_\x8r_\x8o_\x8r·includes·the·line·number·in·the·error·message.
89	······(#681)	89	······(#681)
90	····*·feat:·csv.Sniffer·warns·on·error·while·sniffing·CSV·dialect.	90	····*·feat:·_.c_.s_.v_.._.S_.n_.i_.f_.f_.e_.r·warns·on·error·while·sniffing·CSV·dialect.
91	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8n_\x8o_\x8r_\x8m_\x8a_\x8l_\x8i_\x8z_\x8e_\x8(_\x8)·works·with·basic·processing·methods.·(#691)	91	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8n_\x8o_\x8r_\x8m_\x8a_\x8l_\x8i_\x8z_\x8e_\x8(_\x8)·works·with·basic·processing·methods.·(#691)
92	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8h_\x8o_\x8m_\x8o_\x8g_\x8e_\x8n_\x8i_\x8z_\x8e_\x8(_\x8)·works·with·basic·processing·methods.·(#756)	92	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8h_\x8o_\x8m_\x8o_\x8g_\x8e_\x8n_\x8i_\x8z_\x8e_\x8(_\x8)·works·with·basic·processing·methods.·(#756)
93	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8h_\x8o_\x8m_\x8o_\x8g_\x8e_\x8n_\x8i_\x8z_\x8e_\x8(_\x8)·casts·compare_values·and·default_row.·(#700)	93	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8h_\x8o_\x8m_\x8o_\x8g_\x8e_\x8n_\x8i_\x8z_\x8e_\x8(_\x8)·casts·compare_values·and·default_row.·(#700)
94	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8h_\x8o_\x8m_\x8o_\x8g_\x8e_\x8n_\x8i_\x8z_\x8e_\x8(_\x8)·accepts·tuples.·(#710)	94	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8h_\x8o_\x8m_\x8o_\x8g_\x8e_\x8n_\x8i_\x8z_\x8e_\x8(_\x8)·accepts·tuples.·(#710)
95	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8g_\x8r_\x8o_\x8u_\x8p_\x8__\x8b_\x8y_\x8(_\x8)·accepts·input·with·no·rows.·(#703)	95	····*·fix:·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8g_\x8r_\x8o_\x8u_\x8p_\x8__\x8b_\x8y_\x8(_\x8)·accepts·input·with·no·rows.·(#703)
96	····*·fix:·_\x8T_\x8y_\x8p_\x8e_\x8T_\x8e_\x8s_\x8t_\x8e_\x8r·warns·if·a·column·specified·by·the·force·argument·is·not	96	····*·fix:·_\x8T_\x8y_\x8p_\x8e_\x8T_\x8e_\x8s_\x8t_\x8e_\x8r·warns·if·a·column·specified·by·the·force·argument·is·not
97	······in·the·table,·instead·of·raising·an·error.·(#747)	97	······in·the·table,·instead·of·raising·an·error.·(#747)
Offset 371, 16 lines modified		Offset 371, 16 lines modified
371	····*·Fixed·a·bug·that·prevented·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8o_\x8r_\x8d_\x8e_\x8r_\x8__\x8b_\x8y_\x8(_\x8)·on·empty·table.·(#454)	371	····*·Fixed·a·bug·that·prevented·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8o_\x8r_\x8d_\x8e_\x8r_\x8__\x8b_\x8y_\x8(_\x8)·on·empty·table.·(#454)
372	····*·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8f_\x8r_\x8o_\x8m_\x8__\x8j_\x8s_\x8o_\x8n_\x8(_\x8)·and·TableSet.from_json()·now·have·column_types·as·an	372	····*·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8f_\x8r_\x8o_\x8m_\x8__\x8j_\x8s_\x8o_\x8n_\x8(_\x8)·and·TableSet.from_json()·now·have·column_types·as·an
373	······optional·argument.·(#451)	373	······optional·argument.·(#451)
374	····*·csv.Reader·now·has·line_numbers·and·header·options·to·add·column·for·line	374	····*·csv.Reader·now·has·line_numbers·and·header·options·to·add·column·for·line
375	······numbers·(#447)	375	······numbers·(#447)
376	····*·Renamed·maxfieldsize·to·field_size_limit·in·csv.Reader·for·consistency	376	····*·Renamed·maxfieldsize·to·field_size_limit·in·csv.Reader·for·consistency
377	······(#447)	377	······(#447)
378	····*·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8f_\x8r_\x8o_\x8m_\x8__\x8c_\x8s_\x8v_\x8(_\x8)·now·has·a·sniff_limit·option·to·use·csv.Sniffer·(#444)	378	····*·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8f_\x8r_\x8o_\x8m_\x8__\x8c_\x8s_\x8v_\x8(_\x8)·now·has·a·sniff_limit·option·to·use·_.c_.s_.v_.._.S_.n_.i_.f_.f_.e_.r·(#444)
379	····*·csv.Sniffer·implemented.·(#444)	379	····*·_.c_.s_.v_.._.S_.n_.i_.f_.f_.e_.r·implemented.·(#444)
380	····*·Table.__init__()·no·longer·fails·on·empty·rows.·(#445)	380	····*·Table.__init__()·no·longer·fails·on·empty·rows.·(#445)
381	····*·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8f_\x8r_\x8o_\x8m_\x8__\x8j_\x8s_\x8o_\x8n_\x8(_\x8)·implemented.·(#373)	381	····*·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8f_\x8r_\x8o_\x8m_\x8__\x8j_\x8s_\x8o_\x8n_\x8(_\x8)·implemented.·(#373)
382	····*·Fixed·a·bug·that·breaks·TypeTester.run()·on·variable·row·length.·(#440)	382	····*·Fixed·a·bug·that·breaks·TypeTester.run()·on·variable·row·length.·(#440)
383	····*·Added·TableSet.__str__()·to·display·_\x8T_\x8a_\x8b_\x8l_\x8e·keys·and·row·counts.·(#418)	383	····*·Added·TableSet.__str__()·to·display·_\x8T_\x8a_\x8b_\x8l_\x8e·keys·and·row·counts.·(#418)
384	····*·Fixed·a·bug·that·incorrectly·checked·for·column_types·equivalence·in	384	····*·Fixed·a·bug·that·incorrectly·checked·for·column_types·equivalence·in
385	······_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8m_\x8e_\x8r_\x8g_\x8e_\x8(_\x8)·and·TableSet.__init__().·(#435)	385	······_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8m_\x8e_\x8r_\x8g_\x8e_\x8(_\x8)·and·TableSet.__init__().·(#435)
386	····*·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8m_\x8e_\x8r_\x8g_\x8e_\x8(_\x8)·now·has·the·ability·to·specify·grouping·factors·with	386	····*·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8S_\x8e_\x8t_\x8._\x8m_\x8e_\x8r_\x8g_\x8e_\x8(_\x8)·now·has·the·ability·to·specify·grouping·factors·with


Offset 323, 15 lines modified		Offset 323, 15 lines modified
323	<span·class="n">new_table</span>·<span·class="o">=</span>·<span·class="n">table</span><span·class="o">.</span><span·class="n">compute</span><span·class="p">(</span><span·class="n">computations</span><span·class="p">)</span>	323	<span·class="n">new_table</span>·<span·class="o">=</span>·<span·class="n">table</span><span·class="o">.</span><span·class="n">compute</span><span·class="p">(</span><span·class="n">computations</span><span·class="p">)</span>
324	</pre></div>	324	</pre></div>
325	</div>	325	</div>
326	<p>Of·course·you·can·also·use·<a·class="reference·internal"·href="../api/computations.html#agate.PercentChange"·title="agate.PercentChange"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">PercentChange</span></code></a>·if·you·need·percents·rather·than·values.</p>	326	<p>Of·course·you·can·also·use·<a·class="reference·internal"·href="../api/computations.html#agate.PercentChange"·title="agate.PercentChange"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">PercentChange</span></code></a>·if·you·need·percents·rather·than·values.</p>
327	</section>	327	</section>
328	<section·id="round-to-two-decimal-places">	328	<section·id="round-to-two-decimal-places">
329	<h2>Round·to·two·decimal·places<a·class="headerlink"·href="#round-to-two-decimal-places"·title="Link·to·this·heading">#</a></h2>	329	<h2>Round·to·two·decimal·places<a·class="headerlink"·href="#round-to-two-decimal-places"·title="Link·to·this·heading">#</a></h2>
330	<p>agate·stores·numerical·values·using·Python’s·<~~cod~~e·class="xref~~·py~~·~~py-cl~~ass·~~docu~~tils·~~literal·no~~tran~~slate"><sp~~a~~n·class="pre">~~decimal.Decimal</~~span></code>~~·ty~~pe.·This·data·typ~~e·en~~sure~~s~~·num~~er~~ical~~·preci~~sion~~·~~beyon~~d·~~wha~~t·is·s~~uppo~~rted·~~by·the·n~~ati~~ve·~~<~~code~~·class="xre~~f·py·py-fun~~c~~·docutils·lit~~eral·~~notran~~slat~~e"><s~~[·...·truncated·by·diffoscope;·len:·~~346~~,·SHA:·~~d3994b65516~~b~~a8332070e19c7~~a9e1~~b0e76~~2aa~~47e~~a3dde~~ff8d~~0d9b~~198becaa624~~·...·]>.</p>	330	<p>agate·stores·numerical·values·using·Python’s·<a·class="reference·external"·href="https://docs.python.org/3/library/decimal.html#decimal.Decimal"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">decimal.Decimal</span></code></a>·type.·This·data·typ[·...·truncated·by·diffoscope;·len:·737,·SHA:·3e4ce2847e9b0b6dcbf542e343a231e78ad22a397a83dc9ae0cfbac5c7836093·...·]>.</p>
331	<p>We·can·use·<a·class="reference·internal"·href="../api/table.html#agate.Table.compute"·title="agate.Table.compute"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Table.compute()</span></code></a>·to·apply·the·quantize·to·generate·a·rounded·column·from·an·existing·one:</p>	331	<p>We·can·use·<a·class="reference·internal"·href="../api/table.html#agate.Table.compute"·title="agate.Table.compute"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Table.compute()</span></code></a>·to·apply·the·quantize·to·generate·a·rounded·column·from·an·existing·one:</p>
332	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="kn">from</span>·<span·class="nn">decimal</span>·<span·class="kn">import</span>·<span·class="n">Decimal</span>	332	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="kn">from</span>·<span·class="nn">decimal</span>·<span·class="kn">import</span>·<span·class="n">Decimal</span>

333	<span·class="n">number_type</span>·<span·class="o">=</span>·<span·class="n">agate</span><span·class="o">.</span><span·class="n">Number</span><span·class="p">()</span>	333	<span·class="n">number_type</span>·<span·class="o">=</span>·<span·class="n">agate</span><span·class="o">.</span><span·class="n">Number</span><span·class="p">()</span>

334	<span·class="k">def</span>·<span·class="nf">round_price</span><span·class="p">(</span><span·class="n">row</span><span·class="p">):</span>	334	<span·class="k">def</span>·<span·class="nf">round_price</span><span·class="p">(</span><span·class="n">row</span><span·class="p">):</span>
335	····<span·class="k">return</span>·<span·class="n">row</span><span·class="p">[</span><span·class="s1">'price'</span><span·class="p">]</span><span·class="o">.</span><span·class="n">quantize</span><span·class="p">(</span><span·class="n">Decimal</span><span·class="p">(</span><span·class="s1">'0.01'</span><span·class="p">))</span>	335	····<span·class="k">return</span>·<span·class="n">row</span><span·class="p">[</span><span·class="s1">'price'</span><span·class="p">]</span><span·class="o">.</span><span·class="n">quantize</span><span·class="p">(</span><span·class="n">Decimal</span><span·class="p">(</span><span·class="s1">'0.01'</span><span·class="p">))</span>


Offset 121, 18 lines modified		Offset 121, 18 lines modified
121	····change·=·agate.Change(2000,·year·+·1)	121	····change·=·agate.Change(2000,·year·+·1)
122	····computations.append(('%i_change'·%·year,·change))	122	····computations.append(('%i_change'·%·year,·change))

123	new_table·=·table.compute(computations)	123	new_table·=·table.compute(computations)
124	Of·course·you·can·also·use·_\x8P_\x8e_\x8r_\x8c_\x8e_\x8n_\x8t_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e·if·you·need·percents·rather·than	124	Of·course·you·can·also·use·_\x8P_\x8e_\x8r_\x8c_\x8e_\x8n_\x8t_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e·if·you·need·percents·rather·than
125	values.	125	values.
126	\x8\x8\x8\x8\x8·R\x8Ro\x8ou\x8un\x8nd\x8d·t\x8to\x8o·t\x8tw\x8wo\x8o·d\x8de\x8ec\x8ci\x8im\x8ma\x8al\x8l·p\x8pl\x8la\x8ac\x8ce\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8	126	\x8\x8\x8\x8\x8·R\x8Ro\x8ou\x8un\x8nd\x8d·t\x8to\x8o·t\x8tw\x8wo\x8o·d\x8de\x8ec\x8ci\x8im\x8ma\x8al\x8l·p\x8pl\x8la\x8ac\x8ce\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8
127	agate·stores·numerical·values·using·Python’s·decimal.Decimal·type.·This·data	127	agate·stores·numerical·values·using·Python’s·_.d_.e_.c_.i_.m_.a_.l_.._.D_.e_.c_.i_.m_.a_.l·type.·This·data
128	type·ensures·numerical·precision·beyond·what·is·supported·by·the·native·float()	128	type·ensures·numerical·precision·beyond·what·is·supported·by·the·native·float()
129	type,·however,·because·of·this·we·can·not·use·Python’s·builtin·round()	129	type,·however,·because·of·this·we·can·not·use·Python’s·builtin·_.r_.o_.u_.n_.d_.(_.)
130	function.·Instead·we·must·use·decimal.Decimal.quantize().	130	function.·Instead·we·must·use·_.d_.e_.c_.i_.m_.a_.l_.._.D_.e_.c_.i_.m_.a_.l_.._.q_.u_.a_.n_.t_.i_.z_.e_.(_.).
131	We·can·use·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e_\x8(_\x8)·to·apply·the·quantize·to·generate·a·rounded·column	131	We·can·use·_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8c_\x8o_\x8m_\x8p_\x8u_\x8t_\x8e_\x8(_\x8)·to·apply·the·quantize·to·generate·a·rounded·column
132	from·an·existing·one:	132	from·an·existing·one:
133	from·decimal·import·Decimal	133	from·decimal·import·Decimal

134	number_type·=·agate.Number()	134	number_type·=·agate.Number()

135	def·round_price(row):	135	def·round_price(row):


Offset 238, 26 lines modified		Offset 238, 26 lines modified
238	··········</label>	238	··········</label>
239	········</div>	239	········</div>
240	········<article·role="main">	240	········<article·role="main">
241	··········<section·id="dates-and-times">	241	··········<section·id="dates-and-times">
242	<h1>Dates·and·times<a·class="headerlink"·href="#dates-and-times"·title="Link·to·this·heading">#</a></h1>	242	<h1>Dates·and·times<a·class="headerlink"·href="#dates-and-times"·title="Link·to·this·heading">#</a></h1>
243	<section·id="specify-a-date-format">	243	<section·id="specify-a-date-format">
244	<h2>Specify·a·date·format<a·class="headerlink"·href="#specify-a-date-format"·title="Link·to·this·heading">#</a></h2>	244	<h2>Specify·a·date·format<a·class="headerlink"·href="#specify-a-date-format"·title="Link·to·this·heading">#</a></h2>
245	<p>By·default·agate·will·attempt·to·guess·the·format·of·a·<a·class="reference·internal"·href="../api/data_types.html#agate.Date"·title="agate.Date"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Date</span></code></a>·or·<a·class="reference·internal"·href="../api/data_types.html#agate.DateTime"·title="agate.DateTime"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">DateTime</span></code></a>·column.·In·some·cases,·it·may·not·be·possible·to·automatically·figure·out·the·format·of·a·date.·In·this·case·you·can·specify·a·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">datetime.datetime.strptime()</span></code>·formatting·string·to·specify·how·the·dates·should·be·parsed.·For·example,·if·your·dates·were·formatted·as·“15-03-15”·(March·15th,·2015)·then·you·could·specify:</p>	245	<p>By·default·agate·will·attempt·to·guess·the·format·of·a·<a·class="reference·internal"·href="../api/data_types.html#agate.Date"·title="agate.Date"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Date</span></code></a>·or·<a·class="reference·internal"·href="../api/data_types.html#agate.DateTime"·title="agate.DateTime"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">DateTime</span></code></a>·column.·In·some·cases,·it·may·not·be·possible·to·automatically·figure·out·the·format·of·a·date.·In·this·case·you·can·specify·a·<a·class="reference·external"·href="https://docs.python.org/3/library/datetime.html#datetime.datetime.strptime"·title="(in·Python·v3.12)"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">datetime.datetime.strptime()</span></code>[·...·truncated·by·diffoscope;·len:·3,·SHA:·4223c3326e44a18cbadf6f6c3d3f8a712bc5a5fea86b8c0632c4115abde0055c·...·]>·formatting·string·to·specify·how·the·dates·should·be·parsed.·For·example,·if·your·dates·were·formatted·as·“15-03-15”·(March·15th,·2015)·then·you·could·specify:</p>
246	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="n">date_type</span>·<span·class="o">=</span>·<span·class="n">agate</span><span·class="o">.</span><span·class="n">Date</span><span·class="p">(</span><span·class="s1">'</span><span·class="si">%d</span><span·class="s1">-%m-%y'</span><span·class="p">)</span>	246	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="n">date_type</span>·<span·class="o">=</span>·<span·class="n">agate</span><span·class="o">.</span><span·class="n">Date</span><span·class="p">(</span><span·class="s1">'</span><span·class="si">%d</span><span·class="s1">-%m-%y'</span><span·class="p">)</span>
247	</pre></div>	247	</pre></div>
248	</div>	248	</div>
249	<p>Another·use·for·this·feature·is·if·you·have·a·column·that·contains·extraneous·data.·For·instance,·imagine·that·your·column·contains·hours·and·minutes,·but·they·are·always·zero.·It·would·make·more·sense·to·load·that·data·as·type·<a·class="reference·internal"·href="../api/data_types.html#agate.Date"·title="agate.Date"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Date</span></code></a>·and·ignore·the·extra·time·information:</p>	249	<p>Another·use·for·this·feature·is·if·you·have·a·column·that·contains·extraneous·data.·For·instance,·imagine·that·your·column·contains·hours·and·minutes,·but·they·are·always·zero.·It·would·make·more·sense·to·load·that·data·as·type·<a·class="reference·internal"·href="../api/data_types.html#agate.Date"·title="agate.Date"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">Date</span></code></a>·and·ignore·the·extra·time·information:</p>
250	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="n">date_type</span>·<span·class="o">=</span>·<span·class="n">agate</span><span·class="o">.</span><span·class="n">Date</span><span·class="p">(</span><span·class="s1">'%m/</span><span·class="si">%d</span><span·class="s1">/%Y·00:00'</span><span·class="p">)</span>	250	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="n">date_type</span>·<span·class="o">=</span>·<span·class="n">agate</span><span·class="o">.</span><span·class="n">Date</span><span·class="p">(</span><span·class="s1">'%m/</span><span·class="si">%d</span><span·class="s1">/%Y·00:00'</span><span·class="p">)</span>
251	</pre></div>	251	</pre></div>
252	</div>	252	</div>
253	</section>	253	</section>
254	<section·id="specify-a-timezone">	254	<section·id="specify-a-timezone">
255	<span·id="id1"></span><h2>Specify·a·timezone<a·class="headerlink"·href="#specify-a-timezone"·title="Link·to·this·heading">#</a></h2>	255	<span·id="id1"></span><h2>Specify·a·timezone<a·class="headerlink"·href="#specify-a-timezone"·title="Link·to·this·heading">#</a></h2>
256	<p>Timezones·are·hard.·Under·normal·circumstances·(no·arguments·specified),·agate·will·not·try·to·parse·timezone·information,·nor·will·it·apply·a·timezone·to·the·<code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">datetime.datetime</span></code>·instances·it·creates.·(They·will·be·<em>naive</em>·in·Python·parlance.)·There·are·two·ways·to·force·timezone·data·into·your·agate·columns.</p>	256	<p>Timezones·are·hard.·Under·normal·circumstances·(no·arguments·specified),·agate·will·not·try·to·parse·timezone·information,·nor·will·it·apply·a·timezone·to·the·<a·class="reference·external"·href="https://docs.python.org/3/library/datetime.html#datetime.datetime"·title="(in·Python·v3.12)"><code·class="xref·py·py-class·docutils·literal·notranslate"><span·class="pre">datetime.datetime</span></code></a>·instances·it·creates.·(They·will·be·<em>naive</em>·in·Python·parlance.)·There·are·two·ways·to·force·timezone·data·into·your·agate·columns.</p>
257	<p>The·first·is·to·use·a·format·string,·as·shown·above,·and·specify·a·pattern·for·timezone·information:</p>	257	<p>The·first·is·to·use·a·format·string,·as·shown·above,·and·specify·a·pattern·for·timezone·information:</p>
258	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="n">datetime_type</span>·<span·class="o">=</span>·<span·class="n">agate</span><span·class="o">.</span><span·class="n">DateTime</span><span·class="p">(</span><span·class="s1">'%Y-%m-</span><span·class="si">%d</span><span·class="s1">·%H:%M:%S%z'</span><span·class="p">)</span>	258	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="n">datetime_type</span>·<span·class="o">=</span>·<span·class="n">agate</span><span·class="o">.</span><span·class="n">DateTime</span><span·class="p">(</span><span·class="s1">'%Y-%m-</span><span·class="si">%d</span><span·class="s1">·%H:%M:%S%z'</span><span·class="p">)</span>
259	</pre></div>	259	</pre></div>
260	</div>	260	</div>
261	<p>The·second·way·is·to·specify·a·timezone·as·an·argument·to·the·type·constructor:</p>	261	<p>The·second·way·is·to·specify·a·timezone·as·an·argument·to·the·type·constructor:</p>
262	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="k">try</span><span·class="p">:</span>	262	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="k">try</span><span·class="p">:</span>
263	····<span·class="kn">from</span>·<span·class="nn">zoneinfo</span>·<span·class="kn">import</span>·<span·class="n">ZoneInfo</span>	263	····<span·class="kn">from</span>·<span·class="nn">zoneinfo</span>·<span·class="kn">import</span>·<span·class="n">ZoneInfo</span>


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57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p	57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p
58	Toggle·Light·/·Dark·/·Auto·color·theme	58	Toggle·Light·/·Dark·/·Auto·color·theme
59	Toggle·table·of·contents·sidebar	59	Toggle·table·of·contents·sidebar
60	\x8\x8\x8\x8\x8\x8·D\x8Da\x8at\x8te\x8es\x8s·a\x8an\x8nd\x8d·t\x8ti\x8im\x8me\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8	60	\x8\x8\x8\x8\x8\x8·D\x8Da\x8at\x8te\x8es\x8s·a\x8an\x8nd\x8d·t\x8ti\x8im\x8me\x8es\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8
61	\x8\x8\x8\x8\x8·S\x8Sp\x8pe\x8ec\x8ci\x8if\x8fy\x8y·a\x8a·d\x8da\x8at\x8te\x8e·f\x8fo\x8or\x8rm\x8ma\x8at\x8t_\x8#\x8#·\x8\x8\x8\x8\x8	61	\x8\x8\x8\x8\x8·S\x8Sp\x8pe\x8ec\x8ci\x8if\x8fy\x8y·a\x8a·d\x8da\x8at\x8te\x8e·f\x8fo\x8or\x8rm\x8ma\x8at\x8t_\x8#\x8#·\x8\x8\x8\x8\x8
62	By·default·agate·will·attempt·to·guess·the·format·of·a·_\x8D_\x8a_\x8t_\x8e·or·_\x8D_\x8a_\x8t_\x8e_\x8T_\x8i_\x8m_\x8e·column.	62	By·default·agate·will·attempt·to·guess·the·format·of·a·_\x8D_\x8a_\x8t_\x8e·or·_\x8D_\x8a_\x8t_\x8e_\x8T_\x8i_\x8m_\x8e·column.
63	In·some·cases,·it·may·not·be·possible·to·automatically·figure·out·the·format·of	63	In·some·cases,·it·may·not·be·possible·to·automatically·figure·out·the·format·of
64	a·date.·In·this·case·you·can·specify·a·datetime.datetime.strptime()·formatting	64	a·date.·In·this·case·you·can·specify·a·_.d_.a_.t_.e_.t_.i_.m_.e_.._.d_.a_.t_.e_.t_.i_.m_.e_.._.s_.t_.r_.p_.t_.i_.m_.e_.(_.)·formatting
65	string·to·specify·how·the·dates·should·be·parsed.·For·example,·if·your·dates	65	string·to·specify·how·the·dates·should·be·parsed.·For·example,·if·your·dates
66	were·formatted·as·“15-03-15”·(March·15th,·2015)·then·you·could·specify:	66	were·formatted·as·“15-03-15”·(March·15th,·2015)·then·you·could·specify:
67	date_type·=·agate.Date('%d-%m-%y')	67	date_type·=·agate.Date('%d-%m-%y')
68	Another·use·for·this·feature·is·if·you·have·a·column·that·contains·extraneous	68	Another·use·for·this·feature·is·if·you·have·a·column·that·contains·extraneous
69	data.·For·instance,·imagine·that·your·column·contains·hours·and·minutes,·but	69	data.·For·instance,·imagine·that·your·column·contains·hours·and·minutes,·but
70	they·are·always·zero.·It·would·make·more·sense·to·load·that·data·as·type·_\x8D_\x8a_\x8t_\x8e	70	they·are·always·zero.·It·would·make·more·sense·to·load·that·data·as·type·_\x8D_\x8a_\x8t_\x8e
71	and·ignore·the·extra·time·information:	71	and·ignore·the·extra·time·information:
72	date_type·=·agate.Date('%m/%d/%Y·00:00')	72	date_type·=·agate.Date('%m/%d/%Y·00:00')
73	\x8\x8\x8\x8\x8·S\x8Sp\x8pe\x8ec\x8ci\x8if\x8fy\x8y·a\x8a·t\x8ti\x8im\x8me\x8ez\x8zo\x8on\x8ne\x8e_\x8#\x8#·\x8\x8\x8\x8\x8	73	\x8\x8\x8\x8\x8·S\x8Sp\x8pe\x8ec\x8ci\x8if\x8fy\x8y·a\x8a·t\x8ti\x8im\x8me\x8ez\x8zo\x8on\x8ne\x8e_\x8#\x8#·\x8\x8\x8\x8\x8
74	Timezones·are·hard.·Under·normal·circumstances·(no·arguments·specified),·agate	74	Timezones·are·hard.·Under·normal·circumstances·(no·arguments·specified),·agate
75	will·not·try·to·parse·timezone·information,·nor·will·it·apply·a·timezone·to·the	75	will·not·try·to·parse·timezone·information,·nor·will·it·apply·a·timezone·to·the
76	datetime.datetime·instances·it·creates.·(They·will·be·n\x8na\x8ai\x8iv\x8ve\x8e·in·Python	76	_.d_.a_.t_.e_.t_.i_.m_.e_.._.d_.a_.t_.e_.t_.i_.m_.e·instances·it·creates.·(They·will·be·n\x8na\x8ai\x8iv\x8ve\x8e·in·Python
77	parlance.)·There·are·two·ways·to·force·timezone·data·into·your·agate·columns.	77	parlance.)·There·are·two·ways·to·force·timezone·data·into·your·agate·columns.
78	The·first·is·to·use·a·format·string,·as·shown·above,·and·specify·a·pattern·for	78	The·first·is·to·use·a·format·string,·as·shown·above,·and·specify·a·pattern·for
79	timezone·information:	79	timezone·information:
80	datetime_type·=·agate.DateTime('%Y-%m-%d·%H:%M:%S%z')	80	datetime_type·=·agate.DateTime('%Y-%m-%d·%H:%M:%S%z')
81	The·second·way·is·to·specify·a·timezone·as·an·argument·to·the·type·constructor:	81	The·second·way·is·to·specify·a·timezone·as·an·argument·to·the·type·constructor:
82	try:	82	try:
83	····from·zoneinfo·import·ZoneInfo	83	····from·zoneinfo·import·ZoneInfo


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238	··········</label>	238	··········</label>
239	········</div>	239	········</div>
240	········<article·role="main">	240	········<article·role="main">
241	··········<section·id="filter-rows">	241	··········<section·id="filter-rows">
242	<h1>Filter·rows<a·class="headerlink"·href="#filter-rows"·title="Link·to·this·heading">#</a></h1>	242	<h1>Filter·rows<a·class="headerlink"·href="#filter-rows"·title="Link·to·this·heading">#</a></h1>
243	<section·id="by-regex">	243	<section·id="by-regex">
244	<h2>By·regex<a·class="headerlink"·href="#by-regex"·title="Link·to·this·heading">#</a></h2>	244	<h2>By·regex<a·class="headerlink"·href="#by-regex"·title="Link·to·this·heading">#</a></h2>
245	<p>You·can·use·Python’s·builtin·<code·class="xref·py·py-mod·docutils·literal·notranslate"><span·class="pre">re</span></code>·module·to·introduce·a·regular·expression·into·a·<a·class="reference·internal"·href="../api/table.html#agate.Table.where"·title="agate.Table.where"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Table.where()</span></code></a>·query.</p>	245	<p>You·can·use·Python’s·builtin·<a·class="reference·external"·href="https://docs.python.org/3/library/re.html#module-re"·title="(in·Python·v3.12)"><code·class="xref·py·py-mod·docutils·literal·notranslate"><span·class="pre">re</span></code></a>·module·to·introduce·a·regular·expression·into·a·<a·class="reference·internal"·href="../api/table.html#agate.Table.where"·title="agate.Table.where"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Table.where()</span></code></a>·query.</p>
246	<p>For·example,·here·we·find·all·states·that·start·with·“C”.</p>	246	<p>For·example,·here·we·find·all·states·that·start·with·“C”.</p>
247	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="kn">import</span>·<span·class="nn">re</span>	247	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="kn">import</span>·<span·class="nn">re</span>

248	<span·class="n">new_table</span>·<span·class="o">=</span>·<span·class="n">table</span><span·class="o">.</span><span·class="n">where</span><span·class="p">(</span><span·class="k">lambda</span>·<span·class="n">row</span><span·class="p">:</span>·<span·class="n">re</span><span·class="o">.</span><span·class="n">match</span><span·class="p">(</span><span·class="s1">'^C'</span><span·class="p">,</span>·<span·class="nb">str</span><span·class="p">(</span><span·class="n">row</span><span·class="p">[</span><span·class="s1">'state'</span><span·class="p">])))</span>	248	<span·class="n">new_table</span>·<span·class="o">=</span>·<span·class="n">table</span><span·class="o">.</span><span·class="n">where</span><span·class="p">(</span><span·class="k">lambda</span>·<span·class="n">row</span><span·class="p">:</span>·<span·class="n">re</span><span·class="o">.</span><span·class="n">match</span><span·class="p">(</span><span·class="s1">'^C'</span><span·class="p">,</span>·<span·class="nb">str</span><span·class="p">(</span><span·class="n">row</span><span·class="p">[</span><span·class="s1">'state'</span><span·class="p">])))</span>
249	</pre></div>	249	</pre></div>
250	</div>	250	</div>
251	<p>This·can·also·be·useful·for·finding·values·that·<strong>don’t</strong>·match·your·expectations.·For·example,·finding·all·values·in·the·“phone·number”·column·that·don’t·look·like·phone·numbers:</p>	251	<p>This·can·also·be·useful·for·finding·values·that·<strong>don’t</strong>·match·your·expectations.·For·example,·finding·all·values·in·the·“phone·number”·column·that·don’t·look·like·phone·numbers:</p>
252	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="n">new_table</span>·<span·class="o">=</span>·<span·class="n">table</span><span·class="o">.</span><span·class="n">where</span><span·class="p">(</span><span·class="k">lambda</span>·<span·class="n">row</span><span·class="p">:</span>·<span·class="ow">not</span>·<span·class="n">re</span><span·class="o">.</span><span·class="n">match</span><span·class="p">(</span><span·class="s1">'\d</span><span·class="si">{3}</span><span·class="s1">-\d</span><span·class="si">{3}</span><span·class="s1">-\d</span><span·class="si">{4}</span><span·class="s1">'</span><span·class="p">,</span>·<span·class="nb">str</span><span·class="p">(</span><span·class="n">row</span><span·class="p">[</span><span·class="s1">'phone'</span><span·class="p">])))</span>	252	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="n">new_table</span>·<span·class="o">=</span>·<span·class="n">table</span><span·class="o">.</span><span·class="n">where</span><span·class="p">(</span><span·class="k">lambda</span>·<span·class="n">row</span><span·class="p">:</span>·<span·class="ow">not</span>·<span·class="n">re</span><span·class="o">.</span><span·class="n">match</span><span·class="p">(</span><span·class="s1">'\d</span><span·class="si">{3}</span><span·class="s1">-\d</span><span·class="si">{3}</span><span·class="s1">-\d</span><span·class="si">{4}</span><span·class="s1">'</span><span·class="p">,</span>·<span·class="nb">str</span><span·class="p">(</span><span·class="n">row</span><span·class="p">[</span><span·class="s1">'phone'</span><span·class="p">])))</span>
253	</pre></div>	253	</pre></div>
254	</div>	254	</div>
255	</section>	255	</section>
256	<section·id="by-glob">	256	<section·id="by-glob">
257	<h2>By·glob<a·class="headerlink"·href="#by-glob"·title="Link·to·this·heading">#</a></h2>	257	<h2>By·glob<a·class="headerlink"·href="#by-glob"·title="Link·to·this·heading">#</a></h2>
258	<p>Hate·regexes?·You·can·use·glob·(<code·class="xref·py·py-mod·docutils·literal·notranslate"><span·class="pre">fnmatch</span></code>)·syntax·too!</p>	258	<p>Hate·regexes?·You·can·use·glob·(<a·class="reference·external"·href="https://docs.python.org/3/library/fnmatch.html#module-fnmatch"·title="(in·Python·v3.12)"><code·class="xref·py·py-mod·docutils·literal·notranslate"><span·class="pre">fnmatch</span></code></a>)·syntax·too!</p>
259	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="kn">from</span>·<span·class="nn">fnmatch</span>·<span·class="kn">import</span>·<span·class="n">fnmatch</span>	259	<div·class="highlight-python·notranslate"><div·class="highlight"><pre><span></span><span·class="kn">from</span>·<span·class="nn">fnmatch</span>·<span·class="kn">import</span>·<span·class="n">fnmatch</span>

260	<span·class="n">new_table</span>·<span·class="o">=</span>·<span·class="n">table</span><span·class="o">.</span><span·class="n">where</span><span·class="p">(</span><span·class="k">lambda</span>·<span·class="n">row</span><span·class="p">:</span>·<span·class="n">fnmatch</span><span·class="p">(</span><span·class="s1">'C*'</span><span·class="p">,</span>·<span·class="n">row</span><span·class="p">[</span><span·class="s1">'state'</span><span·class="p">]))</span>	260	<span·class="n">new_table</span>·<span·class="o">=</span>·<span·class="n">table</span><span·class="o">.</span><span·class="n">where</span><span·class="p">(</span><span·class="k">lambda</span>·<span·class="n">row</span><span·class="p">:</span>·<span·class="n">fnmatch</span><span·class="p">(</span><span·class="s1">'C*'</span><span·class="p">,</span>·<span·class="n">row</span><span·class="p">[</span><span·class="s1">'state'</span><span·class="p">]))</span>
261	</pre></div>	261	</pre></div>
262	</div>	262	</div>
263	</section>	263	</section>
264	<section·id="values-within-a-range">	264	<section·id="values-within-a-range">


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55	····*·_\x8L_\x8i_\x8c_\x8e_\x8n_\x8s_\x8e	55	····*·_\x8L_\x8i_\x8c_\x8e_\x8n_\x8s_\x8e
56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g	56	····*·_\x8C_\x8h_\x8a_\x8n_\x8g_\x8e_\x8l_\x8o_\x8g
57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p	57	_\x8B_\x8a_\x8c_\x8k_\x8·_\x8t_\x8o_\x8·_\x8t_\x8o_\x8p
58	Toggle·Light·/·Dark·/·Auto·color·theme	58	Toggle·Light·/·Dark·/·Auto·color·theme
59	Toggle·table·of·contents·sidebar	59	Toggle·table·of·contents·sidebar
60	\x8\x8\x8\x8\x8\x8·F\x8Fi\x8il\x8lt\x8te\x8er\x8r·r\x8ro\x8ow\x8ws\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8	60	\x8\x8\x8\x8\x8\x8·F\x8Fi\x8il\x8lt\x8te\x8er\x8r·r\x8ro\x8ow\x8ws\x8s_\x8#\x8#·\x8\x8\x8\x8\x8\x8
61	\x8\x8\x8\x8\x8·B\x8By\x8y·r\x8re\x8eg\x8ge\x8ex\x8x_\x8#\x8#·\x8\x8\x8\x8\x8	61	\x8\x8\x8\x8\x8·B\x8By\x8y·r\x8re\x8eg\x8ge\x8ex\x8x_\x8#\x8#·\x8\x8\x8\x8\x8
62	You·can·use·Python’s·builtin·re·module·to·introduce·a·regular·expression·into·a	62	You·can·use·Python’s·builtin·_.r_.e·module·to·introduce·a·regular·expression·into·a
63	_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8w_\x8h_\x8e_\x8r_\x8e_\x8(_\x8)·query.	63	_\x8T_\x8a_\x8b_\x8l_\x8e_\x8._\x8w_\x8h_\x8e_\x8r_\x8e_\x8(_\x8)·query.
64	For·example,·here·we·find·all·states·that·start·with·“C”.	64	For·example,·here·we·find·all·states·that·start·with·“C”.
65	import·re	65	import·re

66	new_table·=·table.where(lambda·row:·re.match('^C',·str(row['state'])))	66	new_table·=·table.where(lambda·row:·re.match('^C',·str(row['state'])))
67	This·can·also·be·useful·for·finding·values·that·d\x8do\x8on\x8n?\x8’t\x8t·match·your·expectations.	67	This·can·also·be·useful·for·finding·values·that·d\x8do\x8on\x8n?\x8’t\x8t·match·your·expectations.
68	For·example,·finding·all·values·in·the·“phone·number”·column·that·don’t·look	68	For·example,·finding·all·values·in·the·“phone·number”·column·that·don’t·look
69	like·phone·numbers:	69	like·phone·numbers:
70	new_table·=·table.where(lambda·row:·not·re.match('\d{3}-\d{3}-\d{4}',·str(row	70	new_table·=·table.where(lambda·row:·not·re.match('\d{3}-\d{3}-\d{4}',·str(row
71	['phone'])))	71	['phone'])))
72	\x8\x8\x8\x8\x8·B\x8By\x8y·g\x8gl\x8lo\x8ob\x8b_\x8#\x8#·\x8\x8\x8\x8\x8	72	\x8\x8\x8\x8\x8·B\x8By\x8y·g\x8gl\x8lo\x8ob\x8b_\x8#\x8#·\x8\x8\x8\x8\x8
73	Hate·regexes?·You·can·use·glob·(fnmatch)·syntax·too!	73	Hate·regexes?·You·can·use·glob·(_.f_.n_.m_.a_.t_.c_.h)·syntax·too!
74	from·fnmatch·import·fnmatch	74	from·fnmatch·import·fnmatch

75	new_table·=·table.where(lambda·row:·fnmatch('C*',·row['state']))	75	new_table·=·table.where(lambda·row:·fnmatch('C*',·row['state']))
76	\x8\x8\x8\x8\x8·V\x8Va\x8al\x8lu\x8ue\x8es\x8s·w\x8wi\x8it\x8th\x8hi\x8in\x8n·a\x8a·r\x8ra\x8an\x8ng\x8ge\x8e_\x8#\x8#·\x8\x8\x8\x8\x8	76	\x8\x8\x8\x8\x8·V\x8Va\x8al\x8lu\x8ue\x8es\x8s·w\x8wi\x8it\x8th\x8hi\x8in\x8n·a\x8a·r\x8ra\x8an\x8ng\x8ge\x8e_\x8#\x8#·\x8\x8\x8\x8\x8
77	This·snippet·filters·the·dataset·to·incomes·between·100,000·and·200,000.	77	This·snippet·filters·the·dataset·to·incomes·between·100,000·and·200,000.
78	new_table·=·table.where(lambda·row:·100000·<·row['income']·<·200000)	78	new_table·=·table.where(lambda·row:·100000·<·row['income']·<·200000)
79	\x8\x8\x8\x8\x8·D\x8Da\x8at\x8te\x8es\x8s·w\x8wi\x8it\x8th\x8hi\x8in\x8n·a\x8a·r\x8ra\x8an\x8ng\x8ge\x8e_\x8#\x8#·\x8\x8\x8\x8\x8	79	\x8\x8\x8\x8\x8·D\x8Da\x8at\x8te\x8es\x8s·w\x8wi\x8it\x8th\x8hi\x8in\x8n·a\x8a·r\x8ra\x8an\x8ng\x8ge\x8e_\x8#\x8#·\x8\x8\x8\x8\x8


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62	means·properly·handling·foreign·currencies,·date·formats,·etc.·To·facilitate	62	means·properly·handling·foreign·currencies,·date·formats,·etc.·To·facilitate
63	this,·agate·makes·a·hard·distinction·between·y\x8yo\x8ou\x8ur\x8r·locale·and·the·locale·of·t\x8th\x8he\x8e	63	this,·agate·makes·a·hard·distinction·between·y\x8yo\x8ou\x8ur\x8r·locale·and·the·locale·of·t\x8th\x8he\x8e
64	d\x8da\x8at\x8ta\x8a·you·are·working·with.·This·allows·you·to·work·seamlessly·with·data·from	64	d\x8da\x8at\x8ta\x8a·you·are·working·with.·This·allows·you·to·work·seamlessly·with·data·from
65	other·countries.	65	other·countries.
66	\x8\x8\x8\x8\x8·S\x8Se\x8et\x8t·y\x8yo\x8ou\x8ur\x8r·l\x8lo\x8oc\x8ca\x8al\x8le\x8e_\x8#\x8#·\x8\x8\x8\x8\x8	66	\x8\x8\x8\x8\x8·S\x8Se\x8et\x8t·y\x8yo\x8ou\x8ur\x8r·l\x8lo\x8oc\x8ca\x8al\x8le\x8e_\x8#\x8#·\x8\x8\x8\x8\x8
67	Setting·your·locale·will·change·how·numbers·are·displayed·when·you·print·an	67	Setting·your·locale·will·change·how·numbers·are·displayed·when·you·print·an
68	agate·_\x8T_\x8a_\x8b_\x8l_\x8e·or·serialize·it·to,·for·example,·a·CSV·file.·This·works·the·same·as	68	agate·_\x8T_\x8a_\x8b_\x8l_\x8e·or·serialize·it·to,·for·example,·a·CSV·file.·This·works·the·same·as
69	it·does·for·any·other·Python·module.·See·the·locale·documentation·for·details.	69	it·does·for·any·other·Python·module.·See·the·_.l_.o_.c_.a_.l_.e·documentation·for·details.
70	Changing·your·locale·will·not·affect·how·they·are·parsed·from·the·files·you·are	70	Changing·your·locale·will·not·affect·how·they·are·parsed·from·the·files·you·are
71	using.·To·change·how·data·is·parsed·see·_\x8S_\x8p_\x8e_\x8c_\x8i_\x8f_\x8y_\x8·_\x8l_\x8o_\x8c_\x8a_\x8l_\x8e_\x8·_\x8o_\x8f_\x8·_\x8n_\x8u_\x8m_\x8b_\x8e_\x8r_\x8s.	71	using.·To·change·how·data·is·parsed·see·_\x8S_\x8p_\x8e_\x8c_\x8i_\x8f_\x8y_\x8·_\x8l_\x8o_\x8c_\x8a_\x8l_\x8e_\x8·_\x8o_\x8f_\x8·_\x8n_\x8u_\x8m_\x8b_\x8e_\x8r_\x8s.
72	\x8\x8\x8\x8\x8·S\x8Sp\x8pe\x8ec\x8ci\x8if\x8fy\x8y·l\x8lo\x8oc\x8ca\x8al\x8le\x8e·o\x8of\x8f·n\x8nu\x8um\x8mb\x8be\x8er\x8rs\x8s_\x8#\x8#·\x8\x8\x8\x8\x8	72	\x8\x8\x8\x8\x8·S\x8Sp\x8pe\x8ec\x8ci\x8if\x8fy\x8y·l\x8lo\x8oc\x8ca\x8al\x8le\x8e·o\x8of\x8f·n\x8nu\x8um\x8mb\x8be\x8er\x8rs\x8s_\x8#\x8#·\x8\x8\x8\x8\x8
73	To·correctly·parse·numbers·from·non-US·locales,·you·must·pass·a·locale	73	To·correctly·parse·numbers·from·non-US·locales,·you·must·pass·a·locale
74	parameter·to·the·_\x8N_\x8u_\x8m_\x8b_\x8e_\x8r·constructor.·For·example,·to·parse·Dutch·numbers·(which	74	parameter·to·the·_\x8N_\x8u_\x8m_\x8b_\x8e_\x8r·constructor.·For·example,·to·parse·Dutch·numbers·(which
75	use·a·period·to·separate·thousands·and·a·comma·to·separate·fractions):	75	use·a·period·to·separate·thousands·and·a·comma·to·separate·fractions):
76	dutch_numbers·=·agate.Number(locale='nl_NL')	76	dutch_numbers·=·agate.Number(locale='nl_NL')