Repository: janosh/pymatviz (language: python)

Issue:
example for log plot with ptable_heatmap_plotly
Not a huge priority rn. I'll use `ptable_heatmap` for now, instead.

Some resources:
- https://plotly.com/python/colorscales/#customizing-tick-text-on-logarithmic-color-bars
- https://github.com/plotly/documentation/issues/1611

I might circle back to this later and flesh out an example if I need a plotly heatmap table that has log scaling and hover information.


Discussion / hints:
I've been meaning to do that for a while. Iirc, I looked into this a while back and the only annoying bit was getting the color bar tick positions and labels right in a robust way. I'll whip something up. Not sure how robust it'll be. 😅

Fix patch:
diff --git a/assets/_generate_assets.py b/assets/_generate_assets.py
index 8acbc52d..bc4798c9 100644
--- a/assets/_generate_assets.py
+++ b/assets/_generate_assets.py
@@ -132,6 +132,12 @@
 fig.show()
 save_and_compress_svg("ptable-heatmap-plotly-percent-labels", fig)
 
+fig = ptable_heatmap_plotly(df_expt_gap.composition, log=True, colorscale="viridis")
+title = "Elements in Matbench Experimental Bandgap (log scale)"
+fig.update_layout(title=dict(text=f"<b>{title}</b>", x=0.4, y=0.94, font_size=20))
+fig.show()
+save_and_compress_svg("ptable-heatmap-plotly-log", fig)
+
 
 # %% Uncertainty Plots
 qq_gaussian(y_pred, y_true, y_std)
diff --git a/assets/ptable-heatmap-plotly-log.svg b/assets/ptable-heatmap-plotly-log.svg
new file mode 100644
index 00000000..0abdf03f
--- /dev/null
+++ b/assets/ptable-heatmap-plotly-log.svg
@@ -0,0 +1,1 @@
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data-index="9" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h35v39H.5z" transform="translate(460 446)"/><text class="annotation-text" text-anchor="middle" x="18.047" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(460 446)"><tspan class="line" dy="0em" x="18.047" y="20"><tspan style="font-weight:700;font-size:18">Cm</tspan></tspan><tspan class="line" dy="1.3em" x="18.047" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="10" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(511 446)"/><text class="annotation-text" text-anchor="middle" x="14.906" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(511 446)"><tspan class="line" dy="0em" x="14.906" y="20"><tspan style="font-weight:700;font-size:18">Bk</tspan></tspan><tspan class="line" dy="1.3em" x="14.906" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="11" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h24v39H.5z" transform="translate(562 446)"/><text class="annotation-text" text-anchor="middle" x="12.328" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(562 446)"><tspan class="line" dy="0em" x="12.328" y="20"><tspan style="font-weight:700;font-size:18">Cf</tspan></tspan><tspan class="line" dy="1.3em" x="12.328" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="12" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(609 446)"/><text class="annotation-text" text-anchor="middle" x="13.5" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(609 446)"><tspan class="line" dy="0em" x="13.5" y="20"><tspan style="font-weight:700;font-size:18">Es</tspan></tspan><tspan class="line" dy="1.3em" x="13.5" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="13" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h34v39H.5z" transform="translate(653 446)"/><text class="annotation-text" text-anchor="middle" x="17.391" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(653 446)"><tspan class="line" dy="0em" x="17.391" y="20"><tspan style="font-weight:700;font-size:18">Fm</tspan></tspan><tspan class="line" dy="1.3em" x="17.391" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="14" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h33v39H.5z" transform="translate(701 446)"/><text class="annotation-text" text-anchor="middle" x="16.828" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(701 446)"><tspan class="line" dy="0em" x="16.828" y="20"><tspan style="font-weight:700;font-size:18">Md</tspan></tspan><tspan class="line" dy="1.3em" x="16.828" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="15" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h31v39H.5z" transform="translate(750 446)"/><text class="annotation-text" text-anchor="middle" x="15.813" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(750 446)"><tspan class="line" dy="0em" x="15.813" y="20"><tspan style="font-weight:700;font-size:18">No</tspan></tspan><tspan class="line" dy="1.3em" x="15.813" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="16" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h23v39H.5z" transform="translate(802 446)"/><text class="annotation-text" text-anchor="middle" x="12.219" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(802 446)"><tspan class="line" dy="0em" x="12.219" y="20"><tspan style="font-weight:700;font-size:18">Lr</tspan></tspan><tspan class="line" dy="1.3em" x="12.219" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="17" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(860 464)"/></g></g></g><g class="annotation" data-index="18" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(44 416)"/></g></g></g><g class="annotation" data-index="19" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(92 416)"/></g></g></g><g class="annotation" data-index="20" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h27v39H.5z" transform="translate(128 398)"/><text class="annotation-text" text-anchor="middle" x="13.75" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(128 398)"><tspan class="line" dy="0em" x="13.75" y="20"><tspan style="font-weight:700;font-size:18">La</tspan></tspan><tspan class="line" dy="1.3em" x="13.75" y="20">380</tspan></text></g></g></g><g class="annotation" data-index="21" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(176 398)"/><text class="annotation-text" text-anchor="middle" x="14.5" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(176 398)"><tspan class="line" dy="0em" x="14.5" y="20"><tspan style="font-weight:700;font-size:18">Ce</tspan></tspan><tspan class="line" dy="1.3em" x="14.5" y="20">265</tspan></text></g></g></g><g class="annotation" data-index="22" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(225 398)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(225 398)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Pr</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">198</tspan></text></g></g></g><g class="annotation" data-index="23" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h31v39H.5z" transform="translate(270 398)"/><text class="annotation-text" text-anchor="middle" x="15.922" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(270 398)"><tspan class="line" dy="0em" x="15.922" y="20"><tspan style="font-weight:700;font-size:18">Nd</tspan></tspan><tspan class="line" dy="1.3em" x="15.922" y="20">172</tspan></text></g></g></g><g class="annotation" data-index="24" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h35v39H.5z" transform="translate(316 398)"/><text class="annotation-text" text-anchor="middle" x="18.125" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(316 398)"><tspan class="line" dy="0em" x="18.125" y="20"><tspan style="font-weight:700;font-size:18">Pm</tspan></tspan><tspan class="line" dy="1.3em" x="18.125" y="20">32.0</tspan></text></g></g></g><g class="annotation" data-index="25" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h35v39H.5z" transform="translate(364 398)"/><text class="annotation-text" text-anchor="middle" x="17.922" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(364 398)"><tspan class="line" dy="0em" x="17.922" y="20"><tspan style="font-weight:700;font-size:18">Sm</tspan></tspan><tspan class="line" dy="1.3em" x="17.922" y="20">203</tspan></text></g></g></g><g class="annotation" data-index="26" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(416 398)"/><text class="annotation-text" text-anchor="middle" x="14.563" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(416 398)"><tspan class="line" dy="0em" x="14.563" y="20"><tspan style="font-weight:700;font-size:18">Eu</tspan></tspan><tspan class="line" dy="1.3em" x="14.563" y="20">153</tspan></text></g></g></g><g class="annotation" data-index="27" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(463 398)"/><text class="annotation-text" text-anchor="middle" x="15.594" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(463 398)"><tspan class="line" dy="0em" x="15.594" y="20"><tspan style="font-weight:700;font-size:18">Gd</tspan></tspan><tspan class="line" dy="1.3em" x="15.594" y="20">107</tspan></text></g></g></g><g class="annotation" data-index="28" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(512 398)"/><text class="annotation-text" text-anchor="middle" x="14.438" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(512 398)"><tspan class="line" dy="0em" x="14.438" y="20"><tspan style="font-weight:700;font-size:18">Tb</tspan></tspan><tspan class="line" dy="1.3em" x="14.438" y="20">151</tspan></text></g></g></g><g class="annotation" data-index="29" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(559 398)"/><text class="annotation-text" text-anchor="middle" x="15.344" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(559 398)"><tspan class="line" dy="0em" x="15.344" y="20"><tspan style="font-weight:700;font-size:18">Dy</tspan></tspan><tspan class="line" dy="1.3em" x="15.344" y="20">183</tspan></text></g></g></g><g class="annotation" data-index="30" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(607 398)"/><text class="annotation-text" text-anchor="middle" x="15.719" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(607 398)"><tspan class="line" dy="0em" x="15.719" y="20"><tspan style="font-weight:700;font-size:18">Ho</tspan></tspan><tspan class="line" dy="1.3em" x="15.719" y="20">133</tspan></text></g></g></g><g class="annotation" data-index="31" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(657 398)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(657 398)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Er</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">117</tspan></text></g></g></g><g class="annotation" data-index="32" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h34v39H.5z" transform="translate(701 398)"/><text class="annotation-text" text-anchor="middle" x="17.672" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(701 398)"><tspan class="line" dy="0em" x="17.672" y="20"><tspan style="font-weight:700;font-size:18">Tm</tspan></tspan><tspan class="line" dy="1.3em" x="17.672" y="20">113</tspan></text></g></g></g><g class="annotation" data-index="33" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(751 398)"/><text class="annotation-text" text-anchor="middle" x="14.938" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(751 398)"><tspan class="line" dy="0em" x="14.938" y="20"><tspan style="font-weight:700;font-size:18">Yb</tspan></tspan><tspan class="line" dy="1.3em" x="14.938" y="20">226</tspan></text></g></g></g><g class="annotation" data-index="34" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h27v39H.5z" transform="translate(800 398)"/><text class="annotation-text" text-anchor="middle" x="14.156" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(800 398)"><tspan class="line" dy="0em" x="14.156" y="20"><tspan style="font-weight:700;font-size:18">Lu</tspan></tspan><tspan class="line" dy="1.3em" x="14.156" y="20">146</tspan></text></g></g></g><g class="annotation" data-index="35" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(860 416)"/></g></g></g><g class="annotation" data-index="36" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(44 368)"/></g></g></g><g class="annotation" data-index="37" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(92 368)"/></g></g></g><g class="annotation" data-index="38" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(140 368)"/></g></g></g><g class="annotation" data-index="39" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(188 368)"/></g></g></g><g class="annotation" data-index="40" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(236 368)"/></g></g></g><g class="annotation" data-index="41" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(284 368)"/></g></g></g><g class="annotation" data-index="42" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(332 368)"/></g></g></g><g class="annotation" data-index="43" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(380 368)"/></g></g></g><g class="annotation" data-index="44" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(428 368)"/></g></g></g><g class="annotation" data-index="45" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(476 368)"/></g></g></g><g class="annotation" data-index="46" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(524 368)"/></g></g></g><g class="annotation" data-index="47" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(572 368)"/></g></g></g><g class="annotation" data-index="48" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(620 368)"/></g></g></g><g class="annotation" data-index="49" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(668 368)"/></g></g></g><g class="annotation" data-index="50" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(716 368)"/></g></g></g><g class="annotation" data-index="51" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(764 368)"/></g></g></g><g class="annotation" data-index="52" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(812 368)"/></g></g></g><g class="annotation" data-index="53" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(860 368)"/></g></g></g><g class="annotation" data-index="54" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h24v39H.5z" transform="translate(34 302)"/><text class="annotation-text" text-anchor="middle" x="12.328" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(34 302)"><tspan class="line" dy="0em" x="12.328" y="20"><tspan style="font-weight:700;font-size:18">Fr</tspan></tspan><tspan class="line" dy="1.3em" x="12.328" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="55" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(79 302)"/><text class="annotation-text" text-anchor="middle" x="15.063" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(79 302)"><tspan class="line" dy="0em" x="15.063" y="20"><tspan style="font-weight:700;font-size:18">Ra</tspan></tspan><tspan class="line" dy="1.3em" x="15.063" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="56" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(140 320)"/></g></g></g><g class="annotation" data-index="57" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h25v39H.5z" transform="translate(177 302)"/><text class="annotation-text" text-anchor="middle" x="12.844" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(177 302)"><tspan class="line" dy="0em" x="12.844" y="20"><tspan style="font-weight:700;font-size:18">Rf</tspan></tspan><tspan class="line" dy="1.3em" x="12.844" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="58" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h31v39H.5z" transform="translate(222 302)"/><text class="annotation-text" text-anchor="middle" x="15.766" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(222 302)"><tspan class="line" dy="0em" x="15.766" y="20"><tspan style="font-weight:700;font-size:18">Db</tspan></tspan><tspan class="line" dy="1.3em" x="15.766" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="59" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(272 302)"/><text class="annotation-text" text-anchor="middle" x="14.688" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(272 302)"><tspan class="line" dy="0em" x="14.688" y="20"><tspan style="font-weight:700;font-size:18">Sg</tspan></tspan><tspan class="line" dy="1.3em" x="14.688" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="60" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(319 302)"/><text class="annotation-text" text-anchor="middle" x="15.281" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(319 302)"><tspan class="line" dy="0em" x="15.281" y="20"><tspan style="font-weight:700;font-size:18">Bh</tspan></tspan><tspan class="line" dy="1.3em" x="15.281" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="61" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(367 302)"/><text class="annotation-text" text-anchor="middle" x="14.891" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(367 302)"><tspan class="line" dy="0em" x="14.891" y="20"><tspan style="font-weight:700;font-size:18">Hs</tspan></tspan><tspan class="line" dy="1.3em" x="14.891" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="62" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(416 302)"/><text class="annotation-text" text-anchor="middle" x="14.641" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(416 302)"><tspan class="line" dy="0em" x="14.641" y="20"><tspan style="font-weight:700;font-size:18">Mt</tspan></tspan><tspan class="line" dy="1.3em" x="14.641" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="63" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(463 302)"/><text class="annotation-text" text-anchor="middle" x="14.813" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(463 302)"><tspan class="line" dy="0em" x="14.813" y="20"><tspan style="font-weight:700;font-size:18">Ds</tspan></tspan><tspan class="line" dy="1.3em" x="14.813" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="64" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(511 302)"/><text class="annotation-text" text-anchor="middle" x="15.344" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(511 302)"><tspan class="line" dy="0em" x="15.344" y="20"><tspan style="font-weight:700;font-size:18">Rg</tspan></tspan><tspan class="line" dy="1.3em" x="15.344" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="65" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(559 302)"/><text class="annotation-text" text-anchor="middle" x="14.938" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(559 302)"><tspan class="line" dy="0em" x="14.938" y="20"><tspan style="font-weight:700;font-size:18">Cn</tspan></tspan><tspan class="line" dy="1.3em" x="14.938" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="66" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h31v39H.5z" transform="translate(606 302)"/><text class="annotation-text" text-anchor="middle" x="16.047" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(606 302)"><tspan class="line" dy="0em" x="16.047" y="20"><tspan style="font-weight:700;font-size:18">Nh</tspan></tspan><tspan class="line" dy="1.3em" x="16.047" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="67" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h23v39H.5z" transform="translate(658 302)"/><text class="annotation-text" text-anchor="middle" x="11.813" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(658 302)"><tspan class="line" dy="0em" x="11.813" y="20"><tspan style="font-weight:700;font-size:18">Fl</tspan></tspan><tspan class="line" dy="1.3em" x="11.813" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="68" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h31v39H.5z" transform="translate(702 302)"/><text class="annotation-text" text-anchor="middle" x="15.828" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(702 302)"><tspan class="line" dy="0em" x="15.828" y="20"><tspan style="font-weight:700;font-size:18">Mc</tspan></tspan><tspan class="line" dy="1.3em" x="15.828" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="69" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(753 302)"/><text class="annotation-text" text-anchor="middle" x="13.594" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(753 302)"><tspan class="line" dy="0em" x="13.594" y="20"><tspan style="font-weight:700;font-size:18">Lv</tspan></tspan><tspan class="line" dy="1.3em" x="13.594" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="70" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(801 302)"/><text class="annotation-text" text-anchor="middle" x="13.484" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(801 302)"><tspan class="line" dy="0em" x="13.484" y="20"><tspan style="font-weight:700;font-size:18">Ts</tspan></tspan><tspan class="line" dy="1.3em" x="13.484" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="71" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h31v39H.5z" transform="translate(846 302)"/><text class="annotation-text" text-anchor="middle" x="15.953" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(846 302)"><tspan class="line" dy="0em" x="15.953" y="20"><tspan style="font-weight:700;font-size:18">Og</tspan></tspan><tspan class="line" dy="1.3em" x="15.953" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="72" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h27v39H.5z" transform="translate(32 254)"/><text class="annotation-text" text-anchor="middle" x="13.859" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(32 254)"><tspan class="line" dy="0em" x="13.859" y="20"><tspan style="font-weight:700;font-size:18">Cs</tspan></tspan><tspan class="line" dy="1.3em" x="13.859" y="20">341</tspan></text></g></g></g><g class="annotation" data-index="73" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(79 254)"/><text class="annotation-text" text-anchor="middle" x="14.875" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(79 254)"><tspan class="line" dy="0em" x="14.875" y="20"><tspan style="font-weight:700;font-size:18">Ba</tspan></tspan><tspan class="line" dy="1.3em" x="14.875" y="20">674</tspan></text></g></g></g><g class="annotation" data-index="74" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(140 272)"/></g></g></g><g class="annotation" data-index="75" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(177 254)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(177 254)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Hf</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">197</tspan></text></g></g></g><g class="annotation" data-index="76" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h27v39H.5z" transform="translate(224 254)"/><text class="annotation-text" text-anchor="middle" x="14.156" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(224 254)"><tspan class="line" dy="0em" x="14.156" y="20"><tspan style="font-weight:700;font-size:18">Ta</tspan></tspan><tspan class="line" dy="1.3em" x="14.156" y="20">244</tspan></text></g></g></g><g class="annotation" data-index="77" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(273 254)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(273 254)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">W</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">170</tspan></text></g></g></g><g class="annotation" data-index="78" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(319 254)"/><text class="annotation-text" text-anchor="middle" x="15.641" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(319 254)"><tspan class="line" dy="0em" x="15.641" y="20"><tspan style="font-weight:700;font-size:18">Re</tspan></tspan><tspan class="line" dy="1.3em" x="15.641" y="20">97.0</tspan></text></g></g></g><g class="annotation" data-index="79" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(367 254)"/><text class="annotation-text" text-anchor="middle" x="15.641" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(367 254)"><tspan class="line" dy="0em" x="15.641" y="20"><tspan style="font-weight:700;font-size:18">Os</tspan></tspan><tspan class="line" dy="1.3em" x="15.641" y="20">88.0</tspan></text></g></g></g><g class="annotation" data-index="80" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(417 254)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(417 254)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Ir</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">192</tspan></text></g></g></g><g class="annotation" data-index="81" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(465 254)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(465 254)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Pt</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">184</tspan></text></g></g></g><g class="annotation" data-index="82" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(511 254)"/><text class="annotation-text" text-anchor="middle" x="15.406" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(511 254)"><tspan class="line" dy="0em" x="15.406" y="20"><tspan style="font-weight:700;font-size:18">Au</tspan></tspan><tspan class="line" dy="1.3em" x="15.406" y="20">173</tspan></text></g></g></g><g class="annotation" data-index="83" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h31v39H.5z" transform="translate(558 254)"/><text class="annotation-text" text-anchor="middle" x="15.844" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(558 254)"><tspan class="line" dy="0em" x="15.844" y="20"><tspan style="font-weight:700;font-size:18">Hg</tspan></tspan><tspan class="line" dy="1.3em" x="15.844" y="20">350</tspan></text></g></g></g><g class="annotation" data-index="84" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(609 254)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(609 254)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Tl</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">240</tspan></text></g></g></g><g class="annotation" data-index="85" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(655 254)"/><text class="annotation-text" text-anchor="middle" x="14.891" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(655 254)"><tspan class="line" dy="0em" x="14.891" y="20"><tspan style="font-weight:700;font-size:18">Pb</tspan></tspan><tspan class="line" dy="1.3em" x="14.891" y="20">337</tspan></text></g></g></g><g class="annotation" data-index="86" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(705 254)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(705 254)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Bi</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">757</tspan></text></g></g></g><g class="annotation" data-index="87" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(751 254)"/><text class="annotation-text" text-anchor="middle" x="14.781" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(751 254)"><tspan class="line" dy="0em" x="14.781" y="20"><tspan style="font-weight:700;font-size:18">Po</tspan></tspan><tspan class="line" dy="1.3em" x="14.781" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="88" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h25v39H.5z" transform="translate(801 254)"/><text class="annotation-text" text-anchor="middle" x="13.094" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(801 254)"><tspan class="line" dy="0em" x="13.094" y="20"><tspan style="font-weight:700;font-size:18">At</tspan></tspan><tspan class="line" dy="1.3em" x="13.094" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="89" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(847 254)"/><text class="annotation-text" text-anchor="middle" x="15.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(847 254)"><tspan class="line" dy="0em" x="15.453" y="20"><tspan style="font-weight:700;font-size:18">Rn</tspan></tspan><tspan class="line" dy="1.3em" x="15.453" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="90" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(31 206)"/><text class="annotation-text" text-anchor="middle" x="15.344" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(31 206)"><tspan class="line" dy="0em" x="15.344" y="20"><tspan style="font-weight:700;font-size:18">Rb</tspan></tspan><tspan class="line" dy="1.3em" x="15.344" y="20">323</tspan></text></g></g></g><g class="annotation" data-index="91" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(81 206)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(81 206)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Sr</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">230</tspan></text></g></g></g><g class="annotation" data-index="92" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(129 206)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(129 206)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Y</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">152</tspan></text></g></g></g><g class="annotation" data-index="93" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(177 206)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(177 206)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Zr</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">244</tspan></text></g></g></g><g class="annotation" data-index="94" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h31v39H.5z" transform="translate(222 206)"/><text class="annotation-text" text-anchor="middle" x="15.922" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(222 206)"><tspan class="line" dy="0em" x="15.922" y="20"><tspan style="font-weight:700;font-size:18">Nb</tspan></tspan><tspan class="line" dy="1.3em" x="15.922" y="20">337</tspan></text></g></g></g><g class="annotation" data-index="95" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h32v39H.5z" transform="translate(270 206)"/><text class="annotation-text" text-anchor="middle" x="16.719" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(270 206)"><tspan class="line" dy="0em" x="16.719" y="20"><tspan style="font-weight:700;font-size:18">Mo</tspan></tspan><tspan class="line" dy="1.3em" x="16.719" y="20">231</tspan></text></g></g></g><g class="annotation" data-index="96" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(319 206)"/><text class="annotation-text" text-anchor="middle" x="15.641" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(319 206)"><tspan class="line" dy="0em" x="15.641" y="20"><tspan style="font-weight:700;font-size:18">Tc</tspan></tspan><tspan class="line" dy="1.3em" x="15.641" y="20">29.0</tspan></text></g></g></g><g class="annotation" data-index="97" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(367 206)"/><text class="annotation-text" text-anchor="middle" x="15.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(367 206)"><tspan class="line" dy="0em" x="15.453" y="20"><tspan style="font-weight:700;font-size:18">Ru</tspan></tspan><tspan class="line" dy="1.3em" x="15.453" y="20">154</tspan></text></g></g></g><g class="annotation" data-index="98" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(415 206)"/><text class="annotation-text" text-anchor="middle" x="15.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(415 206)"><tspan class="line" dy="0em" x="15.453" y="20"><tspan style="font-weight:700;font-size:18">Rh</tspan></tspan><tspan class="line" dy="1.3em" x="15.453" y="20">265</tspan></text></g></g></g><g class="annotation" data-index="99" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(463 206)"/><text class="annotation-text" text-anchor="middle" x="14.891" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(463 206)"><tspan class="line" dy="0em" x="14.891" y="20"><tspan style="font-weight:700;font-size:18">Pd</tspan></tspan><tspan class="line" dy="1.3em" x="14.891" y="20">317</tspan></text></g></g></g><g class="annotation" data-index="100" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(511 206)"/><text class="annotation-text" text-anchor="middle" x="15.281" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(511 206)"><tspan class="line" dy="0em" x="15.281" y="20"><tspan style="font-weight:700;font-size:18">Ag</tspan></tspan><tspan class="line" dy="1.3em" x="15.281" y="20">395</tspan></text></g></g></g><g class="annotation" data-index="101" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(559 206)"/><text class="annotation-text" text-anchor="middle" x="14.813" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(559 206)"><tspan class="line" dy="0em" x="14.813" y="20"><tspan style="font-weight:700;font-size:18">Cd</tspan></tspan><tspan class="line" dy="1.3em" x="14.813" y="20">400</tspan></text></g></g></g><g class="annotation" data-index="102" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(609 206)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(609 206)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">In</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">770</tspan></text></g></g></g><g class="annotation" data-index="103" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(655 206)"/><text class="annotation-text" text-anchor="middle" x="14.813" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(655 206)"><tspan class="line" dy="0em" x="14.813" y="20"><tspan style="font-weight:700;font-size:18">Sn</tspan></tspan><tspan class="line" dy="1.3em" x="14.813" y="20">452</tspan></text></g></g></g><g class="annotation" data-index="104" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(704 206)"/><text class="annotation-text" text-anchor="middle" x="14.688" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(704 206)"><tspan class="line" dy="0em" x="14.688" y="20"><tspan style="font-weight:700;font-size:18">Sb</tspan></tspan><tspan class="line" dy="1.3em" x="14.688" y="20">615</tspan></text></g></g></g><g class="annotation" data-index="105" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h34v39H.5z" transform="translate(749 206)"/><text class="annotation-text" text-anchor="middle" x="17.266" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(749 206)"><tspan class="line" dy="0em" x="17.266" y="20"><tspan style="font-weight:700;font-size:18">Te</tspan></tspan><tspan class="line" dy="1.3em" x="17.266" y="20">1053</tspan></text></g></g></g><g class="annotation" data-index="106" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(801 206)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(801 206)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">I</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">399</tspan></text></g></g></g><g class="annotation" data-index="107" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(847 206)"/><text class="annotation-text" text-anchor="middle" x="14.859" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(847 206)"><tspan class="line" dy="0em" x="14.859" y="20"><tspan style="font-weight:700;font-size:18">Xe</tspan></tspan><tspan class="line" dy="1.3em" x="14.859" y="20">1.0</tspan></text></g></g></g><g class="annotation" data-index="108" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(33 158)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(33 158)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">K</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">429</tspan></text></g></g></g><g class="annotation" data-index="109" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(80 158)"/><text class="annotation-text" text-anchor="middle" x="14.531" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(80 158)"><tspan class="line" dy="0em" x="14.531" y="20"><tspan style="font-weight:700;font-size:18">Ca</tspan></tspan><tspan class="line" dy="1.3em" x="14.531" y="20">265</tspan></text></g></g></g><g class="annotation" data-index="110" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(129 158)"/><text class="annotation-text" text-anchor="middle" x="13.703" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(129 158)"><tspan class="line" dy="0em" x="13.703" y="20"><tspan style="font-weight:700;font-size:18">Sc</tspan></tspan><tspan class="line" dy="1.3em" x="13.703" y="20">196</tspan></text></g></g></g><g class="annotation" data-index="111" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(177 158)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(177 158)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Ti</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">548</tspan></text></g></g></g><g class="annotation" data-index="112" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(225 158)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(225 158)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">V</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">288</tspan></text></g></g></g><g class="annotation" data-index="113" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(273 158)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(273 158)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Cr</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">234</tspan></text></g></g></g><g class="annotation" data-index="114" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h33v39H.5z" transform="translate(317 158)"/><text class="annotation-text" text-anchor="middle" x="16.953" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(317 158)"><tspan class="line" dy="0em" x="16.953" y="20"><tspan style="font-weight:700;font-size:18">Mn</tspan></tspan><tspan class="line" dy="1.3em" x="16.953" y="20">502</tspan></text></g></g></g><g class="annotation" data-index="115" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h27v39H.5z" transform="translate(368 158)"/><text class="annotation-text" text-anchor="middle" x="13.844" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(368 158)"><tspan class="line" dy="0em" x="13.844" y="20"><tspan style="font-weight:700;font-size:18">Fe</tspan></tspan><tspan class="line" dy="1.3em" x="13.844" y="20">566</tspan></text></g></g></g><g class="annotation" data-index="116" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(416 158)"/><text class="annotation-text" text-anchor="middle" x="14.703" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(416 158)"><tspan class="line" dy="0em" x="14.703" y="20"><tspan style="font-weight:700;font-size:18">Co</tspan></tspan><tspan class="line" dy="1.3em" x="14.703" y="20">489</tspan></text></g></g></g><g class="annotation" data-index="117" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(465 158)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(465 158)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Ni</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">685</tspan></text></g></g></g><g class="annotation" data-index="118" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(511 158)"/><text class="annotation-text" text-anchor="middle" x="14.938" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(511 158)"><tspan class="line" dy="0em" x="14.938" y="20"><tspan style="font-weight:700;font-size:18">Cu</tspan></tspan><tspan class="line" dy="1.3em" x="14.938" y="20">904</tspan></text></g></g></g><g class="annotation" data-index="119" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(560 158)"/><text class="annotation-text" text-anchor="middle" x="14.641" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(560 158)"><tspan class="line" dy="0em" x="14.641" y="20"><tspan style="font-weight:700;font-size:18">Zn</tspan></tspan><tspan class="line" dy="1.3em" x="14.641" y="20">362</tspan></text></g></g></g><g class="annotation" data-index="120" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(607 158)"/><text class="annotation-text" text-anchor="middle" x="15.313" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(607 158)"><tspan class="line" dy="0em" x="15.313" y="20"><tspan style="font-weight:700;font-size:18">Ga</tspan></tspan><tspan class="line" dy="1.3em" x="15.313" y="20">753</tspan></text></g></g></g><g class="annotation" data-index="121" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(655 158)"/><text class="annotation-text" text-anchor="middle" x="15.281" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(655 158)"><tspan class="line" dy="0em" x="15.281" y="20"><tspan style="font-weight:700;font-size:18">Ge</tspan></tspan><tspan class="line" dy="1.3em" x="15.281" y="20">803</tspan></text></g></g></g><g class="annotation" data-index="122" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h28v39H.5z" transform="translate(704 158)"/><text class="annotation-text" text-anchor="middle" x="14.328" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(704 158)"><tspan class="line" dy="0em" x="14.328" y="20"><tspan style="font-weight:700;font-size:18">As</tspan></tspan><tspan class="line" dy="1.3em" x="14.328" y="20">341</tspan></text></g></g></g><g class="annotation" data-index="123" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h34v39H.5z" transform="translate(749 158)"/><text class="annotation-text" text-anchor="middle" x="17.266" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(749 158)"><tspan class="line" dy="0em" x="17.266" y="20"><tspan style="font-weight:700;font-size:18">Se</tspan></tspan><tspan class="line" dy="1.3em" x="17.266" y="20">3100</tspan></text></g></g></g><g class="annotation" data-index="124" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(801 158)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(801 158)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Br</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">212</tspan></text></g></g></g><g class="annotation" data-index="125" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(849 158)"/><text class="annotation-text" text-anchor="middle" x="13.422" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(849 158)"><tspan class="line" dy="0em" x="13.422" y="20"><tspan style="font-weight:700;font-size:18">Kr</tspan></tspan><tspan class="line" dy="1.3em" x="13.422" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="126" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(31 110)"/><text class="annotation-text" text-anchor="middle" x="15.641" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(31 110)"><tspan class="line" dy="0em" x="15.641" y="20"><tspan style="font-weight:700;font-size:18">Na</tspan></tspan><tspan class="line" dy="1.3em" x="15.641" y="20">378</tspan></text></g></g></g><g class="annotation" data-index="127" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h33v39H.5z" transform="translate(77 110)"/><text class="annotation-text" text-anchor="middle" x="16.828" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(77 110)"><tspan class="line" dy="0em" x="16.828" y="20"><tspan style="font-weight:700;font-size:18">Mg</tspan></tspan><tspan class="line" dy="1.3em" x="16.828" y="20">510</tspan></text></g></g></g><g class="annotation" data-index="128" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(140 128)"/></g></g></g><g class="annotation" data-index="129" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(188 128)"/></g></g></g><g class="annotation" data-index="130" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(236 128)"/></g></g></g><g class="annotation" data-index="131" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(284 128)"/></g></g></g><g class="annotation" data-index="132" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(332 128)"/></g></g></g><g class="annotation" data-index="133" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(380 128)"/></g></g></g><g class="annotation" data-index="134" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(428 128)"/></g></g></g><g class="annotation" data-index="135" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(476 128)"/></g></g></g><g class="annotation" data-index="136" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(524 128)"/></g></g></g><g class="annotation" data-index="137" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(572 128)"/></g></g></g><g class="annotation" data-index="138" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(609 110)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(609 110)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Al</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">745</tspan></text></g></g></g><g class="annotation" data-index="139" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(657 110)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(657 110)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Si</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">653</tspan></text></g></g></g><g class="annotation" data-index="140" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(705 110)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(705 110)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">P</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">784</tspan></text></g></g></g><g class="annotation" data-index="141" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h34v39H.5z" transform="translate(749 110)"/><text class="annotation-text" text-anchor="middle" x="17.266" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(749 110)"><tspan class="line" dy="0em" x="17.266" y="20"><tspan style="font-weight:700;font-size:18">S</tspan></tspan><tspan class="line" dy="1.3em" x="17.266" y="20">3602</tspan></text></g></g></g><g class="annotation" data-index="142" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(801 110)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(801 110)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Cl</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">352</tspan></text></g></g></g><g class="annotation" data-index="143" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(849 110)"/><text class="annotation-text" text-anchor="middle" x="13.469" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(849 110)"><tspan class="line" dy="0em" x="13.469" y="20"><tspan style="font-weight:700;font-size:18">Ar</tspan></tspan><tspan class="line" dy="1.3em" x="13.469" y="20">0.0</tspan></text></g></g></g><g class="annotation" data-index="144" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(33 62)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(33 62)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">Li</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">968</tspan></text></g></g></g><g class="annotation" data-index="145" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h29v39H.5z" transform="translate(79 62)"/><text class="annotation-text" text-anchor="middle" x="14.844" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(79 62)"><tspan class="line" dy="0em" x="14.844" y="20"><tspan style="font-weight:700;font-size:18">Be</tspan></tspan><tspan class="line" dy="1.3em" x="14.844" y="20">121</tspan></text></g></g></g><g class="annotation" data-index="146" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(140 80)"/></g></g></g><g class="annotation" data-index="147" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(188 80)"/></g></g></g><g class="annotation" data-index="148" style="opacity:1"><g class="annotation-text-g"><g 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transform="translate(380 80)"/></g></g></g><g class="annotation" data-index="152" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(428 80)"/></g></g></g><g class="annotation" data-index="153" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(476 80)"/></g></g></g><g class="annotation" data-index="154" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(524 80)"/></g></g></g><g class="annotation" data-index="155" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h3v3h-3z" transform="translate(572 80)"/></g></g></g><g class="annotation" data-index="156" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h34v39H.5z" transform="translate(605 62)"/><text class="annotation-text" text-anchor="middle" x="17.266" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(605 62)"><tspan class="line" dy="0em" x="17.266" y="20"><tspan style="font-weight:700;font-size:18">B</tspan></tspan><tspan class="line" dy="1.3em" x="17.266" y="20">1168</tspan></text></g></g></g><g class="annotation" data-index="157" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(657 62)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(657 62)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">C</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">304</tspan></text></g></g></g><g class="annotation" data-index="158" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(705 62)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(705 62)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">N</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">312</tspan></text></g></g></g><g class="annotation" data-index="159" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h34v39H.5z" transform="translate(749 62)"/><text class="annotation-text" text-anchor="middle" x="17.266" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(749 62)"><tspan class="line" dy="0em" x="17.266" y="20"><tspan style="font-weight:700;font-size:18">O</tspan></tspan><tspan class="line" dy="1.3em" x="17.266" y="20">9946</tspan></text></g></g></g><g class="annotation" data-index="160" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h26v39H.5z" transform="translate(801 62)"/><text class="annotation-text" text-anchor="middle" x="13.453" y="20" style="font-family:'Open Sans',verdana,arial,sans-serif;font-size:12px;fill:#000;fill-opacity:1;white-space:pre" transform="translate(801 62)"><tspan class="line" dy="0em" x="13.453" y="20"><tspan style="font-weight:700;font-size:18">F</tspan></tspan><tspan class="line" dy="1.3em" x="13.453" y="20">471</tspan></text></g></g></g><g class="annotation" data-index="161" style="opacity:1"><g class="annotation-text-g"><g class="cursor-pointer"><path class="bg" style="stroke-width:1px;stroke:#000;stroke-opacity:0;fill:#000;fill-opacity:0" fill="none" d="M.5.5h30v39H.5z" transform="translate(847 62)"/><text class="annotation-text" text-anchor="middle" x="15.609" y="20" style="font-family:'Open 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diff --git a/dataset_exploration/matbench/dielectric/dielectric-ptable-heatmap-plotly.pdf b/dataset_exploration/matbench/dielectric/dielectric-ptable-heatmap-plotly.pdf
index ec6a8b31..0bace936 100644
Binary files a/dataset_exploration/matbench/dielectric/dielectric-ptable-heatmap-plotly.pdf and b/dataset_exploration/matbench/dielectric/dielectric-ptable-heatmap-plotly.pdf differ
diff --git a/dataset_exploration/matbench/dielectric/explore_dielectric.py b/dataset_exploration/matbench/dielectric/explore_dielectric.py
index 1f1b8885..dbe73e08 100644
--- a/dataset_exploration/matbench/dielectric/explore_dielectric.py
+++ b/dataset_exploration/matbench/dielectric/explore_dielectric.py
@@ -55,7 +55,7 @@
 
 
 # %%
-fig = ptable_heatmap_plotly(df_diel.formula)
+fig = ptable_heatmap_plotly(df_diel.formula, log=True, colorscale="viridis")
 title = "<b>Elements in Matbench Dielectric</b>"
 fig.update_layout(title=dict(text=title, x=0.4, y=0.94, font_size=20))
 # fig.write_image("dielectric-ptable-heatmap-plotly.pdf")
diff --git a/dataset_exploration/wbm/explore_wbm.py b/dataset_exploration/wbm/explore_wbm.py
index 11d63a36..81a57bfc 100644
--- a/dataset_exploration/wbm/explore_wbm.py
+++ b/dataset_exploration/wbm/explore_wbm.py
@@ -12,7 +12,7 @@
 
 # %% download wbm-steps-summary.csv (23.31 MB)
 df_wbm = pd.read_csv(
-    "https://figshare.com/ndownloader/files/36714216?private_link=ff0ad14505f9624f0c05"
+    "https://figshare.com/files/37542841?private_link=ff0ad14505f9624f0c05"
 ).set_index("material_id", drop=False)
 
 df_wbm["batch_idx"] = df_wbm.index.str.split("-").str[2].astype(int)
diff --git a/pymatviz/histograms.py b/pymatviz/histograms.py
index 0dd83b41..3803869e 100644
--- a/pymatviz/histograms.py
+++ b/pymatviz/histograms.py
@@ -119,7 +119,10 @@ def true_pred_hist(
     ax.legend(frameon=False)
 
     norm = plt.cm.colors.Normalize(vmax=y_std.max(), vmin=y_std.min())
-    cbar = plt.colorbar(plt.cm.ScalarMappable(norm=norm, cmap=color_map), pad=0.075)
+    cb_ax = ax.inset_axes([1.075, 0, 0.05, 1])  # [x, y, width, height]
+    cbar = plt.colorbar(
+        plt.cm.ScalarMappable(norm=norm, cmap=color_map), pad=0.075, cax=cb_ax
+    )
     cbar.outline.set_linewidth(1)
     cbar.set_label(r"mean $y_\mathrm{std}$ of prediction in bin")
     cbar.ax.yaxis.set_ticks_position("left")
diff --git a/pymatviz/parity.py b/pymatviz/parity.py
index 6b03121b..1bb9f171 100644
--- a/pymatviz/parity.py
+++ b/pymatviz/parity.py
@@ -174,7 +174,7 @@ def density_hexbin(
     # the scatter plot
     hexbin = ax.hexbin(xs, yx, gridsize=75, mincnt=1, bins="log", C=weights, **kwargs)
 
-    cb_ax = ax.inset_axes([0.95, 0.03, 0.03, 0.7])  # [left, bottom, width, height]
+    cb_ax = ax.inset_axes([0.95, 0.03, 0.03, 0.7])  # [x, y, width, height]
     plt.colorbar(hexbin, cax=cb_ax)
     cb_ax.yaxis.set_ticks_position("left")
 
diff --git a/pymatviz/ptable.py b/pymatviz/ptable.py
index 59a9f817..ef47f799 100644
--- a/pymatviz/ptable.py
+++ b/pymatviz/ptable.py
@@ -264,7 +264,7 @@ def ptable_heatmap(
 
     if heat_mode is not None:
 
-        # colorbar position and size: [bar_xpos, bar_ypos, bar_width, bar_height]
+        # colorbar position and size: [x, y, width, height]
         # anchored at lower left corner
         cb_ax = ax.inset_axes([0.18, 0.8, 0.42, 0.05], transform=ax.transAxes)
         # format major and minor ticks
@@ -377,6 +377,7 @@ def ptable_heatmap_plotly(
     bg_color: str = None,
     color_bar: dict[str, Any] = None,
     exclude_elements: Sequence[str] = (),
+    log: bool = False,
 ) -> go.Figure:
     """Creates a Plotly figure with an interactive heatmap of the periodic table.
     Supports hover tooltips with custom data or atomic reference data like
@@ -394,7 +395,7 @@ def ptable_heatmap_plotly(
             https://plotly.com/python/builtin-colorscales for names of other builtin
             color scales. Note e.g. colorscale="YlGn" and px.colors.sequential.YlGn are
             equivalent. Custom scales are specified as ["blue", "red"] or
-            [[0, "rgb(0,0,255)"], [1, "rgb(255,0,0)"]].
+            [[0, "rgb(0,0,255)"], [0.5, "rgb(0,255,0)"], [1, "rgb(255,0,0)"]].
         showscale (bool): Whether to show a bar for the color scale. Defaults to True.
         heat_mode ("value" | "fraction" | "percent" | None): Whether to display heat
             values as is (value), normalized as a fraction of the total, as percentages
@@ -429,12 +430,25 @@ def ptable_heatmap_plotly(
         exclude_elements (list[str]): Elements to exclude from the heatmap. E.g. if
             oxygen overpowers everything, you can do exclude_elements=['O'].
             Defaults to ().
+        log (bool): Whether to use a logarithmic color scale. Defaults to False.
+            Piece of advice: colorscale='viridis' and log=True go well together.
 
     Returns:
         Figure: Plotly Figure object.
     """
+    if log and heat_mode in ("fraction", "percent"):
+        raise ValueError(
+            "Combining log color scale and heat_mode='fraction'/'percent' unsupported"
+        )
+
     elem_values = count_elements(elem_values, count_mode, exclude_elements)
 
+    if log and elem_values[elem_values != 0].min() <= 1:
+        raise ValueError(
+            "Log color scale requires all heat map values to be > 1 since values <= 1 "
+            "map to negative log values which throws off the color scale."
+        )
+
     if heat_mode in ("fraction", "percent"):
         # normalize heat values
         clean_vals = elem_values.replace([np.inf, -np.inf], np.nan).dropna()
@@ -446,7 +460,7 @@ def ptable_heatmap_plotly(
     n_rows, n_columns = 10, 18
     # initialize tile text and hover tooltips to empty strings
     tile_texts, hover_texts = np.full([2, n_rows, n_columns], "", dtype=object)
-    heat_vals = np.zeros([n_rows, n_columns])
+    heatmap_values = np.zeros([n_rows, n_columns])
 
     for symbol, period, group, name, *_ in df_ptable.itertuples():
         # build table from bottom up so that period 1 becomes top row
@@ -506,10 +520,12 @@ def ptable_heatmap_plotly(
             continue
 
         color_val = heat_value_element_map[symbol]
+        if log and color_val > 0:
+            color_val = np.log10(color_val)
         # until https://github.com/plotly/plotly.js/issues/975 is resolved, we need to
         # insert transparency (rgba0) at low end of colorscale (+1e-6) to not show any
         # colors on empty tiles of the periodic table
-        heat_vals[row][col] = color_val + 1e-6
+        heatmap_values[row][col] = color_val + 1e-6
 
     rgba0 = "rgba(0, 0, 0, 0)"
     if colorscale is None:
@@ -531,7 +547,7 @@ def ptable_heatmap_plotly(
         )
 
     fig = ff.create_annotated_heatmap(
-        heat_vals,
+        heatmap_values,
         annotation_text=tile_texts,
         text=hover_texts,
         showscale=showscale,
@@ -540,6 +556,15 @@ def ptable_heatmap_plotly(
         hoverinfo="text",
         xgap=gap,
         ygap=gap,
+        # TODO: see if this ugly code can be handed off to plotly, looks like not atm
+        # https://github.com/janosh/pymatviz/issues/52
+        # https://github.com/plotly/documentation/issues/1611
+        colorbar=dict(
+            tickvals=np.arange(int(np.log10(elem_values.max())) + 1),
+            ticktext=10 ** np.arange(int(np.log10(elem_values.max())) + 1),
+        )
+        if log
+        else None,
     )
     fig.update_layout(
         margin=dict(l=10, r=10, t=10, b=10, pad=10),
diff --git a/readme.md b/readme.md
index 8b7d9b11..6bb247c4 100644
--- a/readme.md
+++ b/readme.md
@@ -45,7 +45,7 @@ See [`pymatviz/ptable.py`](pymatviz/ptable.py). Heat maps of the periodic table
 | :------------------------------------------------------------: | :------------------------------------------------------------: |
 |                       ![ptable-heatmap]                        |                    ![ptable-heatmap-ratio]                     |
 |  [`ptable_heatmap_plotly(atomic_masses)`](pymatviz/ptable.py)  |  [`ptable_heatmap_plotly(compositions)`](pymatviz/ptable.py)   |
-|            ![ptable-heatmap-plotly-more-hover-data]            |            ![ptable-heatmap-plotly-percent-labels]             |
+|            ![ptable-heatmap-plotly-more-hover-data]            |                  ![ptable-heatmap-plotly-log]                  |
 
 ### Dash app using `ptable_heatmap_plotly()`
 
@@ -156,19 +156,19 @@ See [`pymatviz/correlation.py`](pymatviz/correlation.py).
 [normal-prob-plot-multiple]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/normal-prob-plot-multiple.svg
 [normal-prob-plot]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/normal-prob-plot.svg
 [precision-recall-curve]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/precision-recall-curve.svg
+[ptable-heatmap-plotly-log]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/ptable-heatmap-plotly-log.svg
+[ptable-heatmap-plotly-more-hover-data]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/ptable-heatmap-plotly-more-hover-data.svg
 [ptable-heatmap-ratio]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/ptable-heatmap-ratio.svg
 [ptable-heatmap]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/ptable-heatmap.svg
-[ptable-heatmap-plotly-more-hover-data]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/ptable-heatmap-plotly-more-hover-data.svg
-[ptable-heatmap-plotly-percent-labels]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/ptable-heatmap-plotly-percent-labels.svg
 [residual-hist]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/residual-hist.svg
 [residual-vs-actual]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/residual-vs-actual.svg
 [roc-curve]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/roc-curve.svg
+[sankey-from-2-df-cols-randints]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/sankey-from-2-df-cols-randints.svg
+[sankey-spglib-vs-aflow-spacegroups]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/sankey-spglib-vs-aflow-spacegroups.svg
 [scatter-with-err-bar]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/scatter-with-err-bar.svg
 [spg-num-hist]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/spg-num-hist.svg
-[spg-symbol-hist]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/spg-symbol-hist.svg
 [spg-num-sunburst]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/spg-num-sunburst.svg
+[spg-symbol-hist]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/spg-symbol-hist.svg
 [spg-symbol-sunburst]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/spg-symbol-sunburst.svg
 [struct-2d-mp-12712-Hf3Zr3Pd8-disordered]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/struct-2d-mp-12712-Hf3Zr3Pd8-disordered.svg
 [struct-2d-mp-19017-Li4Fe3P4CO16-disordered]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/struct-2d-mp-19017-Li4Fe3P4CO16-disordered.svg
-[sankey-from-2-df-cols-randints]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/sankey-from-2-df-cols-randints.svg
-[sankey-spglib-vs-aflow-spacegroups]: https://raw.githubusercontent.com/janosh/pymatviz/main/assets/sankey-spglib-vs-aflow-spacegroups.svg


Test patch:
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 2fc0d4bc..48ededfb 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -31,7 +31,7 @@ jobs:
 
       - name: Run tests
         id: tests
-        run: pytest --durations 0 --cov pymatviz
+        run: pytest --cov pymatviz
 
       - name: Build and upload dist
         if: github.event_name == 'release' && steps.tests.outcome == 'success' && runner.os == 'Linux'
diff --git a/tests/test_parity.py b/tests/test_parity.py
index 23229b4f..77d8fcb4 100644
--- a/tests/test_parity.py
+++ b/tests/test_parity.py
@@ -34,8 +34,8 @@ def test_density_hexbin_with_hist():
 
 
 def test_scatter_with_err_bar():
-    scatter_with_err_bar(y_true, y_pred, yerr=y_true - y_pred)
-    scatter_with_err_bar(y_true, y_pred, xerr=y_true - y_pred)
+    scatter_with_err_bar(y_true, y_pred, yerr=abs(y_true - y_pred))
+    scatter_with_err_bar(y_true, y_pred, xerr=abs(y_true - y_pred))
 
 
 def test_residual_vs_actual():
diff --git a/tests/test_ptable.py b/tests/test_ptable.py
index 00a3f0f3..b6261fa8 100644
--- a/tests/test_ptable.py
+++ b/tests/test_ptable.py
@@ -182,14 +182,19 @@ def test_ptable_heatmap_plotly(glass_formulas):
     with pytest.raises(PlotlyError, match="Colorscale foobar is not a built-in scale"):
         ptable_heatmap_plotly(glass_formulas, colorscale="foobar")
 
+    with pytest.raises(ValueError, match="Combining log color scale and"):
+        ptable_heatmap_plotly(glass_formulas, log=True, heat_mode="percent")
+
 
 @pytest.mark.parametrize("exclude_elements", [(), [], ["O", "P"]])
-@pytest.mark.parametrize("heat_mode", [None, "fraction", "percent"])
+@pytest.mark.parametrize(
+    "heat_mode, log", [(None, True), ("fraction", False), ("percent", False)]
+)
 @pytest.mark.parametrize("showscale", [False, True])
 @pytest.mark.parametrize("font_size", [None, 14])
 @pytest.mark.parametrize("font_colors", [None, ("black", "white")])
 def test_ptable_heatmap_plotly_kwarg_combos(
-    glass_formulas, exclude_elements, heat_mode, showscale, font_size, font_colors
+    glass_formulas, exclude_elements, heat_mode, showscale, font_size, font_colors, log
 ):
     fig = ptable_heatmap_plotly(
         glass_formulas,
@@ -198,6 +203,7 @@ def test_ptable_heatmap_plotly_kwarg_combos(
         showscale=showscale,
         font_size=font_size,
         font_colors=font_colors,
+        log=log,
     )
     assert isinstance(fig, go.Figure)
 
diff --git a/tests/test_structure_viz.py b/tests/test_structure_viz.py
index fc512b5b..19de51bd 100644
--- a/tests/test_structure_viz.py
+++ b/tests/test_structure_viz.py
@@ -30,10 +30,6 @@ def test_plot_structure_2d(
     show_bonds: bool | NearNeighbors,
     standardize_struct: bool | None,
 ) -> None:
-    # set explicit size to avoid ImageComparisonFailure in CI: sizes do not match
-    # expected (700, 1350, 3), actual (480, 640, 3)
-    plt.figure(figsize=(5, 5))
-
     ax = plot_structure_2d(
         disordered_struct,
         atomic_radii=radii,