Small updates

DS-100 · May 25, 2023 · 00701ef · 00701ef
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diff --git a/content/ch/01/lifecycle_intro.ipynb b/content/ch/01/lifecycle_intro.ipynb
@@ -57,7 +57,7 @@
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+   "display_name": "Python 3 (ipykernel)",
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@@ -71,7 +71,7 @@
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    "pygments_lexer": "ipython3",
-   "version": "3.9.4"
+   "version": "3.10.11"
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diff --git a/content/ch/13/figures/sotu_pca.png b/content/ch/13/figures/sotu_pca.png
diff --git a/content/ch/13/text_regex.ipynb b/content/ch/13/text_regex.ipynb
@@ -62,6 +62,7 @@
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@@ -93,6 +94,7 @@
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@@ -102,6 +104,7 @@
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@@ -112,6 +115,7 @@
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@@ -135,6 +139,7 @@
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@@ -148,6 +153,7 @@
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@@ -163,6 +169,7 @@
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@@ -200,6 +207,7 @@
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@@ -259,13 +267,15 @@
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     "The idea of moving through the string one character at a time still remains the core notion, but now there's a bit more flexibility in which literal is considered a match."
    ]
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@@ -278,6 +288,7 @@
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@@ -292,6 +303,7 @@
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@@ -304,6 +316,7 @@
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@@ -334,6 +347,7 @@
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@@ -390,6 +404,7 @@
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@@ -448,6 +463,7 @@
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@@ -456,6 +472,7 @@
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@@ -525,6 +542,7 @@
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@@ -552,6 +570,7 @@
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@@ -563,6 +582,7 @@
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@@ -583,6 +603,7 @@
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@@ -604,6 +625,7 @@
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@@ -638,6 +660,7 @@
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@@ -665,6 +688,7 @@
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@@ -675,6 +699,7 @@
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@@ -731,6 +756,7 @@
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@@ -784,6 +810,7 @@
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@@ -795,6 +822,7 @@
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@@ -810,6 +838,7 @@
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@@ -834,6 +863,7 @@
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@@ -867,6 +897,7 @@
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@@ -892,6 +923,7 @@
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@@ -907,6 +939,7 @@
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@@ -925,6 +958,7 @@
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@@ -939,23 +973,26 @@
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    "source": [
     ":::{table} Regular Expressions in Pandas\n",
     ":name: regex-pandas\n",
     "\n",
-    "| Method                   |Return value |\n",
-    "| ----------------------------- | ------------------ |\n",
-    "| `str.contains(pattern)` | Series of booleans indicating whether the `pattern` is found |\n",
-    "| `str.findall(pattern)`  | list of all matches of `pattern` |\n",
-    "| `str.replace(pattern, replacement)`  | Series with all matching occurrences of `pattern` replaced by `replacement` |\n",
-    "| `str.split(pattern)` | Series of lists of strings around given `pattern` |\n",
+    "| Method                                          | Return value                                                                |\n",
+    "| ----------------------------------------------- | --------------------------------------------------------------------------- |\n",
+    "| `str.contains(pattern, regex=True)`             | Series of booleans indicating whether the `pattern` is found                |\n",
+    "| `str.findall(pattern, regex=True)`              | list of all matches of `pattern`                                            |\n",
+    "| `str.replace(pattern, replacement, regex=True)` | Series with all matching occurrences of `pattern` replaced by `replacement` |\n",
+    "| `str.split(pattern, regex=True)`                | Series of lists of strings around given `pattern`                           |\n",
+    "\n",
     "\n",
     ":::"
    ]
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    "source": [
@@ -969,6 +1006,7 @@
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