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Update Exercises-4.ipynb (brandon-rhodes#31)
Fix several more typos
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Exercises-4.ipynb

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}
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{
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"source": "### Plot the fraction of roles that have been 'actor' roles each year in the hitsory of film.",
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"source": "### Plot the fraction of roles that have been 'actor' roles each year in the history of film.",
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"cell_type": "markdown",
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"metadata": {
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"collapsed": true
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}
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}
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}
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}
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}

Solutions-1.ipynb

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}
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"source": [
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"# How many roles were avilable for actresses in the 1950s?\n",
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"# How many roles were available for actresses in the 1950s?\n",
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"\n",
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"c = cast\n",
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"c = c[c.year // 10 == 195]\n",

Solutions-4.ipynb

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],
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"source": [
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"# Plot the fraction of roles that have been 'actor' roles\n",
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"# each year in the hitsory of film.\n",
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"# each year in the history of film.\n",
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"\n",
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"c = cast\n",
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"c = c.groupby(['year', 'type']).size()\n",

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