public function generateInsight(Instance $instance, User $user, $last_week_of_posts, $number_days)
{
if ($instance->network == 'facebook') {
parent::generateInsight($instance, $user, $last_week_of_posts, $number_days);
$this->logger->logInfo("Begin generating insight", __METHOD__ . ',' . __LINE__);
$should_generate_insight = self::shouldGenerateWeeklyInsight('gender_analysis', $instance, null, false, $day_of_week = 5, null, $excluded_networks = array('twitter', 'instagram', 'foursquare', 'google+'));
if ($should_generate_insight) {
$fav_post_dao = DAOFactory::getDAO('FavoritePostDAO');
$female_likes_total = 0;
$male_likes_total = 0;
$female_comments_total = 0;
$male_comments_total = 0;
foreach ($last_week_of_posts as $post) {
$gender_fav = $fav_post_dao->getGenderOfFavoriters($post->post_id, $post->network);
$this->logger->logInfo("Likes by gender for {$post->post_id} are " . Utils::varDumpToString($gender_fav), __METHOD__ . ',' . __LINE__);
if (isset($gender_fav['female_likes_count'])) {
$female_likes_total = $female_likes_total + intval($gender_fav['female_likes_count']);
}
if (isset($gender_fav['male_likes_count'])) {
$male_likes_total = $male_likes_total + intval($gender_fav['male_likes_count']);
}
$gender_comm = $fav_post_dao->getGenderOfCommenters($post->post_id, $post->network);
$this->logger->logInfo("Comments by gender for {$post->post_id} are " . Utils::varDumpToString($gender_comm), __METHOD__ . ',' . __LINE__);
if (isset($gender_comm['female_comment_count'])) {
$female_comments_total = $female_comments_total + intval($gender_comm['female_comment_count']);
}
if (isset($gender_comm['male_comment_count'])) {
$male_comments_total = $male_comments_total + intval($gender_comm['male_comment_count']);
}
$this->logger->logInfo("Male likes total is now {$male_likes_total}", __METHOD__ . ',' . __LINE__);
$this->logger->logInfo("Female likes total is now {$female_likes_total}", __METHOD__ . ',' . __LINE__);
$this->logger->logInfo("Male comments total is now {$male_comments_total}", __METHOD__ . ',' . __LINE__);
$this->logger->logInfo("Female comments total is now {$female_comments_total}", __METHOD__ . ',' . __LINE__);
}
$female_total = $female_likes_total + $female_comments_total;
$male_total = $male_likes_total + $male_comments_total;
$total_gender_data = $female_total + $male_total;
$this->logger->logInfo("Of {$total_gender_data} bits of gender data the last week of posts, " . "{$female_total} were female and {$male_total} were male", __METHOD__ . ',' . __LINE__);
// Only generate this insight if there is gender data for at least 3 comments and/or likes
if ($total_gender_data >= 3) {
$gender_data = array('gender' => 'value', 'female' => $female_total, 'male' => $male_total);
$headlines = array("%genderucase reacted to %username's %posts the most", "%genderucase responded to %username's %posts the most", "%username's %posts resonated with %genderlcase");
$headlines_100percent = array("Only %genderlcase reacted to %username's %posts", "Only %genderlcase responded to %username's %posts", "%username's %posts resonated with %genderlcase");
if ($female_total > $male_total) {
if ($male_total == 0) {
$headline = $this->getVariableCopy($headlines_100percent, array('genderlcase' => 'women'));
} else {
$headline = $this->getVariableCopy($headlines, array('genderucase' => 'Women', 'genderlcase' => 'women'));
}
$text = "This past week, <strong>" . number_format($female_total) . " likes and comments</strong> on " . $instance->network_username . "'s status updates were by people who identify as female, compared to " . number_format($male_total) . " by people who identify as male.";
} elseif ($male_total > $female_total) {
if ($female_total == 0) {
$headline = $this->getVariableCopy($headlines_100percent, array('genderlcase' => 'men'));
} else {
$headline = $this->getVariableCopy($headlines, array('genderucase' => 'Men', 'genderlcase' => 'men'));
}
$text = "This past week, <strong>" . number_format($male_total) . " likes and comments</strong> on " . $instance->network_username . "'s status updates were by people who identify as male, compared to " . number_format($female_total) . " by people who identify as female.";
} else {
$headlines = array("Both genders reacted to %username's %posts equally", "Both genders responded to %username's %posts equally", "%username's %posts resonated with both genders");
$headline = $this->getVariableCopy($headlines);
$text = "This past week, people who identify as male and female liked and commented on " . "{$this->username}'s status updates at the same rate.";
}
$my_insight = new Insight();
$my_insight->slug = 'gender_analysis';
//slug to label this insight's content
$my_insight->instance_id = $instance->id;
$my_insight->headline = $headline;
$my_insight->text = $text;
$my_insight->date = $this->insight_date;
$my_insight->filename = basename(__FILE__, ".php");
$my_insight->emphasis = Insight::EMPHASIS_MED;
$my_insight->setPieChart($gender_data);
$this->insight_dao->insertInsight($my_insight);
} else {
$this->logger->logInfo("Not enough gender data to generate insight", __METHOD__ . ',' . __LINE__);
}
$this->logger->logInfo("Done generating insight", __METHOD__ . ',' . __LINE__);
} else {
$this->logger->logInfo("Not generating insight for non-Facebook network", __METHOD__ . ',' . __LINE__);
}
}
}
public function generateInsight(Instance $instance, User $user, $last_week_of_posts, $number_days)
{
parent::generateInsight($instance, $user, $last_week_of_posts, $number_days);
$this->logger->logInfo("Begin generating insight", __METHOD__ . ',' . __LINE__);
if ($instance->network != 'facebook') {
$this->logger->logInfo("Done generating insight (Skipped non-Facebook)", __METHOD__ . ',' . __LINE__);
return;
}
$year = date('Y');
$should_generate_insight = self::shouldGenerateEndOfYearAnnualInsight($this->slug, $instance, $insight_date = "{$year}-{$this->run_date}", $regenerate = false, $day_of_year = $this->run_date);
if (!$should_generate_insight) {
$this->logger->logInfo("Done generating insight (Skipped)", __METHOD__ . ',' . __LINE__);
return;
}
$this->logger->logInfo("Should generate", __METHOD__ . ',' . __LINE__);
$post_dao = DAOFactory::getDAO('PostDAO');
$fav_post_dao = DAOFactory::getDAO('FavoritePostDAO');
$post_iterator = $post_dao->getThisYearOfPostsIterator($instance->network_user_id, $instance->network);
$males = 0;
$females = 0;
foreach ($post_iterator as $post) {
$faves = $fav_post_dao->getGenderOfFavoriters($post->post_id, $post->network);
$females += empty($faves['female_likes_count']) ? 0 : intval($faves['female_likes_count']);
$males += empty($faves['male_likes_count']) ? 0 : intval($faves['male_likes_count']);
$comments = $fav_post_dao->getGenderOfCommenters($post->post_id, $post->network);
$females += empty($comments['female_comment_count']) ? 0 : intval($comments['female_comment_count']);
$males += empty($comments['male_comment_count']) ? 0 : intval($comments['male_comment_count']);
}
if ($females + $males < 10) {
$this->logger->logInfo("Done generating insight (Not enough data)", __METHOD__ . ',' . __LINE__);
return;
}
if ($males == $females) {
$who = 'women and men equally';
} elseif ($females > $males) {
$who = 'women';
} else {
$who = 'men';
}
$earliest_pub_date = $post_dao->getEarliestCapturedPostPubDate($instance);
$qualified_year = "";
if (date('Y', strtotime($earliest_pub_date)) == date('Y')) {
if (date('n', strtotime($earliest_pub_date)) > 1) {
//not January
//Earliest post was this year; figure out what month we have data since this year
$since = date('F', strtotime($earliest_pub_date));
$qualified_year = " (at least since " . $since . ")";
}
}
$female_text = $females == 1 ? 'like or comment' : 'likes and comments';
$text = 'This year, <strong>' . number_format($females) . ' ' . $female_text . '</strong> on ' . $this->username . '\'s status updates were ' . 'by people who identify as female, compared to <strong>' . number_format($males) . '</strong> by people who identify as male' . $qualified_year . '.';
$insight = new Insight();
$insight->instance_id = $instance->id;
$insight->slug = $this->slug;
$insight->date = "{$year}-{$this->run_date}";
$insight->headline = $this->username . "'s status updates resonated with {$who} in {$year}";
$insight->text = $text;
$insight->filename = basename(__FILE__, ".php");
$insight->emphasis = Insight::EMPHASIS_HIGH;
$insight->header_image = $user->avatar;
$insight->setPieChart(array('gender' => 'value', 'female' => $females, 'male' => $males));
$this->insight_dao->insertInsight($insight);
}
