# Hidden cell to just create the below example: code is covered throughout the guide.
s = (
df.style.hide([("Random", "Tumour"), ("Random", "Non-Tumour")], axis="columns")
.format("{:.0f}")
.set_table_styles(
[
{"selector": "", "props": "border-collapse: separate;"},
{"selector": "caption", "props": "caption-side: bottom; font-size:1.3em;"},
{
"selector": ".index_name",
"props": "font-style: italic; color: darkgrey; font-weight:normal;",
},
{
"selector": "th:not(.index_name)",
"props": "background-color: #000066; color: white;",
},
{"selector": "th.col_heading", "props": "text-align: center;"},
{"selector": "th.col_heading.level0", "props": "font-size: 1.5em;"},
{"selector": "th.col2", "props": "border-left: 1px solid white;"},
{"selector": ".col2", "props": "border-left: 1px solid #000066;"},
{"selector": "td", "props": "text-align: center; font-weight:bold;"},
{"selector": ".true", "props": "background-color: #e6ffe6;"},
{"selector": ".false", "props": "background-color: #ffe6e6;"},
{"selector": ".border-red", "props": "border: 2px dashed red;"},
{"selector": ".border-green", "props": "border: 2px dashed green;"},
{"selector": "td:hover", "props": "background-color: #ffffb3;"},
]
)
.set_td_classes(
pd.DataFrame(
[
["true border-green", "false", "true", "false border-red", "", ""],
["false", "true", "false", "true", "", ""],
],
index=df.index,
columns=df.columns,
)
)
.set_caption("Confusion matrix for multiple cancer prediction models.")
.set_tooltips(
pd.DataFrame(
[
[
"This model has a very strong true positive rate",
"",
"",
"This model's total number of false negatives is too high",
"",
"",
],
["", "", "", "", "", ""],
],
index=df.index,
columns=df.columns,
),
css_class="pd-tt",
props="visibility: hidden; "
"position: absolute; z-index: 1; "
"border: 1px solid #000066;"
"background-color: white; color: #000066; font-size: 0.8em;"
"transform: translate(0px, -24px); padding: 0.6em; border-radius: 0.5em;",
)
)
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