session_start();
require_once 'twitteroauth/twitteroauth.php';
require_once 'config/config.php';
require_once 'config/db.php';
require_once 'lib/following.php';
require_once 'lib/follower.php';
require_once 'lib/following.php';
require_once 'lib/follower2.php';
require_once 'lib/following2.php';
require_once 'lib/kmeans.php';
require_once 'lib/centroid.php';
$db = new db();
$following_dao = new following_dao();
$following = $following_dao->getAll();
$following_dao = new Following_dao();
$data = $following_dao->getAll();
$clos_id = array();
$clos_val = array();
foreach ($data as $datum) {
$x = $datum->similarity_followers + $datum->similarity_friends;
//nilai total similarity
$y = $datum->id;
//id following
$clos_id[] = $y;
$clos_val[] = $x;
}
$clos = array_combine($clos_id, $clos_val);
//combine id dan nilai similarity
//var_dump($clos);
$id = max_key($clos);
require_once 'lib/follower.php';
require_once 'lib/following.php';
require_once 'lib/follower2.php';
require_once 'lib/following2.php';
require_once 'lib/kmeans.php';
require_once 'lib/centroid.php';
$db = new db();
/* $following_dao = new Following_dao;
$following_dao->countCommonFollowing(); //menghitung masing-masing common_friends dari following dan menyimpannya ke tabel following
$following_dao->countCommonFollower(); //menghitung masing-masing common_follower dari following dan menyimpannya ke tabel following
$following_dao->countSimilarity();
*/
$user_dao = new User_dao();
$user = $user_dao->getAll();
//mendapatkan data user
$following_dao = new Following_dao();
$datanya = $following_dao->getId();
//mendapatkan data id following
//var_dump($datanya);
// $column1 = "common_followers_count";
// $column2 = "common_friends_count";
$column1 = "similarity_followers";
$column2 = "similarity_friends";
$data = loadData($column1, $column2);
//mendapatkan data similarity dari tabel following
//var_dump($data);
//$data = array(array(0,0),array(0,2), array(2,0), array(2,2), array(5,0), array(5,2), array(7,0), array(7,2));
//$datanya = array("a","b","c","d","e","f","g","h");
$k = $_POST['k'];
//mendapatkan jumlah cluster yang telah diinput
//$k=2;
function ViewCommonFollowing($id)
{
$following2_dao = new Following2_dao();
$following2 = $following2_dao->getById($id);
$following_dao = new Following_dao();
foreach ($following2 as $fol2) {
$count = 0;
$id2 = $fol2->id2;
$following = $following_dao->getAll();
foreach ($following as $fol) {
$id = $fol->id;
if ($id2 == $id) {
$following = $following_dao->getById($fol2->id2);
echo "<a href=\"https://twitter.com/{$following->screen_name}\" target=\"_BLANK\"><img src=\"{$following->profile_image_url}\" alt=\"{$following->name}\" title=\"{$following->name}\"></a>";
}
}
//echo "<br/>";
//echo $count;
}
}
function cluster($k)
{
$db = new db();
$user_dao = new User_dao();
$user = $user_dao->getAll();
//get data user
//create graph
$graph = new Graph(700, 600);
//set graph
$graph->SetScale("linlin");
$graph->img->SetMargin(70, 50, 50, 50);
//$graph->SetShadow();
$graph->title->Set("Friends Twitter Clustering");
$graph->title->SetFont(FF_ARIAL, FS_NORMAL, 14);
$graph->title->SetFont(FF_FONT1, FS_BOLD);
$graph->title->SetMargin(10);
$userx = $user->name;
$graph->subtitle->Set("User: "******" (" . $k . " Kluster)");
$graph->subtitle->SetFont(FF_FONT1, FS_BOLD);
//$graph->yaxis->scale->SetAutoMax(1); //untuk seting max nilai y
//$graph->xaxis->scale->SetAutoMax(1); //untuk seting max nilai x
//
$following_dao = new Following_dao();
/*
$data = $following_dao->get();
$x = array();
$y = array();
for($i=0; $i<count($data); $i++){
$x[]=$data[$i][0];
$y[]=$data[$i][1];
}
//format scatterplots data
$scatterplots = new ScatterPlot($y, $x); // (Data)
$scatterplots->mark->SetType(MARK_FILLEDCIRCLE);
$scatterplots->mark->SetFillColor("blue");
$scatterplots->mark->SetWidth(4);
*/
$warna = array("blue", "orange", "green", "purple", "maroon", "pink", "cyan", "violet", "lime", "fuchsia", "maroon", "olive", "navy", "purple", "chocolate", "coral", "lightblue", "orchid", "skyblue", "yellow", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "");
//warna untuk cluster
//data cluster
for ($i = 0; $i < $k; $i++) {
$x = array();
$y = array();
$data = $following_dao->getByCluster($i + 1);
//var_dump($data);
for ($j = 0; $j < count($data); $j++) {
$x[] = $data[$j][0];
$y[] = $data[$j][1];
}
//var_dump($x);
$scatterplots[$i] = new ScatterPlot($y, $x);
$scatterplots[$i]->mark->SetType(MARK_FILLEDCIRCLE);
if ($warna[$i] == "") {
$warna[$i] = "gold";
}
$scatterplots[$i]->mark->SetFillColor($warna[$i]);
$scatterplots[$i]->mark->SetWidth(3);
$graph->Add($scatterplots[$i]);
}
// data centroid
$centroid_dao = new Centroid_dao();
$data2 = $centroid_dao->get();
$x2 = array();
$y2 = array();
for ($i = 0; $i < count($data2); $i++) {
$x2[] = $data2[$i][0];
$y2[] = $data2[$i][1];
}
$centroids = new ScatterPlot($y2, $x2);
// (Centroids)
$centroids->mark->SetType(MARK_CROSS);
$centroids->mark->SetFillColor("red");
$centroids->mark->SetColor("red");
$centroids->mark->SetWeight(10);
$centroids->mark->SetWidth(50);
$centroids->value->SetColor("black");
// Add plots to graph.
$graph->Add($centroids);
//$graph->Add($scatterplots);
$graph->xaxis->title->Set('Followers Similarity');
$graph->yaxis->title->Set('Followings Similarity');
$graph->yaxis->title->SetMargin(10);
// Display graph
$graph->Stroke();
}
$fol = $myfollowing2['followers_count'];
$fri = $myfollowing2['friends_count'];
$name = $myfollowing2['name'];
$place = $myfollowing2['location'];
$id = $myfollowing2['id'];
$status = $myfollowing2['statuses_count'];
$following2 = new Following2();
$following2->id = $datum2->id;
$following2->id2 = $id;
$following2->name = $name;
$following2->screen_name = $myname;
$following2->followers_count = $fol;
$following2->friends_count = $fri;
$following2->statuses_count = $status;
$following2->location = $place;
$following2->profile_image_url = $thumb;
$following2_dao->add($following2);
}
}
$following2 = "";
//menghapus objek following2
$following_dao = new Following_dao();
$following_dao->countCommonFollowing();
//menghitung masing-masing common_friends dari following dan menyimpannya ke tabel following
$following_dao->countCommonFollower();
//menghitung masing-masing common_follower dari following dan menyimpannya ke tabel following
$following_dao->countSimilarity();
//menghitung nilai similarity dari masing-masing following dan menyimpannya ke tabel following
header("Location:index.php");
}
}