{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Airlines Dataset: Divergence Applications\n", "\n", "In this example, we will demonstrate change point detection and clustering on the public Airlines data set." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
\n", " | year | \n", "month | \n", "day | \n", "dep_time | \n", "sched_dep_time | \n", "dep_delay | \n", "arr_time | \n", "sched_arr_time | \n", "arr_delay | \n", "carrier | \n", "... | \n", "dest | \n", "air_time | \n", "distance | \n", "hour | \n", "minute | \n", "time_hour | \n", "date | \n", "day_index | \n", "DayOfWeek | \n", "Month | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "2013 | \n", "1 | \n", "1 | \n", "517.0 | \n", "515 | \n", "2.0 | \n", "830.0 | \n", "819 | \n", "11.0 | \n", "UA | \n", "... | \n", "IAH | \n", "227.0 | \n", "1400 | \n", "5 | \n", "15 | \n", "1/1/2013 5:00 | \n", "2013-01-01 | \n", "0 | \n", "Tuesday | \n", "January | \n", "
1 | \n", "2013 | \n", "1 | \n", "1 | \n", "533.0 | \n", "529 | \n", "4.0 | \n", "850.0 | \n", "830 | \n", "20.0 | \n", "UA | \n", "... | \n", "IAH | \n", "227.0 | \n", "1416 | \n", "5 | \n", "29 | \n", "1/1/2013 5:00 | \n", "2013-01-01 | \n", "0 | \n", "Tuesday | \n", "January | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
336774 | \n", "2013 | \n", "9 | \n", "30 | \n", "NaN | \n", "1159 | \n", "NaN | \n", "NaN | \n", "1344 | \n", "NaN | \n", "MQ | \n", "... | \n", "CLE | \n", "NaN | \n", "419 | \n", "11 | \n", "59 | \n", "30-09-2013 11:00 | \n", "2013-09-30 | \n", "272 | \n", "Monday | \n", "September | \n", "
336775 | \n", "2013 | \n", "9 | \n", "30 | \n", "NaN | \n", "840 | \n", "NaN | \n", "NaN | \n", "1020 | \n", "NaN | \n", "MQ | \n", "... | \n", "RDU | \n", "NaN | \n", "431 | \n", "8 | \n", "40 | \n", "30-09-2013 08:00 | \n", "2013-09-30 | \n", "272 | \n", "Monday | \n", "September | \n", "
336776 rows × 23 columns
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