partial #2251 - Churn Graphs Revision
This commit is contained in:
pererinha
parent
2a69214080
commit
59b53e3a68
@ -336,6 +336,39 @@ class Crunchbutton_Chart extends Cana_Model {
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return date( $dateStr, strtotime( $date ) );
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}
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public function dateToMonth( $date, $showYear = false ){
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$dateStr = ( $showYear ) ? 'M/y' : 'M';
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return date( $dateStr, strtotime( $date ) );
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}
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public function dateToWeek( $date, $showYear = false ){
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if( !$this->_daysToWeek ){
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$query = "SELECT DISTINCT( DATE_FORMAT( o.date, '%Y-%m-%d' ) ) date,
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YEARWEEK(o.date) week,
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DATE_FORMAT(STR_TO_DATE(CONCAT(YEARWEEK(o.date), ' Sunday'), '%X%V %W') ,'%b %d') dateWithoutYear,
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DATE_FORMAT(STR_TO_DATE(CONCAT(YEARWEEK(o.date), ' Sunday'), '%X%V %W') ,'%b %d %Y') dateWithYear
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FROM `order` o
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WHERE YEARWEEK(o.date) IS NOT NULL
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ORDER BY week ASC";
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$results = c::db()->get( $query );
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$this->_daysToWeek = array();
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foreach ( $results as $result ) {
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if( !$result->week ){
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continue;
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}
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$this->_daysToWeek[ $result->date ] = array( 'dateWithYear' => $result->dateWithYear, 'dateWithoutYear' => $result->dateWithoutYear );
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}
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}
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if( $showYear ){
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return $this->_daysToWeek[ $date ][ 'dateWithYear' ];
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} else {
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return $this->_daysToWeek[ $date ][ 'dateWithoutYear' ];
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}
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}
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public function parseWeek( $week, $showYear = false ){
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if( !$this->_weeksParsed ){
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@ -11,8 +11,8 @@ class Crunchbutton_Chart_Churn extends Crunchbutton_Chart {
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'activeDays' => 60,
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'charts' => array(
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'churn-rate-per-day' => array( 'title' => 'Day', 'interval' => 'day', 'type' => 'column', 'method' => 'byDay' ),
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// 'churn-rate-per-week' => array( 'title' => 'Week', 'interval' => 'week', 'type' => 'column', 'method' => 'byWeek'),
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// 'churn-rate-per-month' => array( 'title' => 'Month', 'interval' => 'month', 'type' => 'column', 'method' => 'byMonth'),
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'churn-rate-per-week' => array( 'title' => 'Week', 'interval' => 'week', 'type' => 'column', 'method' => 'byWeek'),
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'churn-rate-per-month' => array( 'title' => 'Month', 'interval' => 'month', 'type' => 'column', 'method' => 'byMonth'),
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)
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),
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'group-churn-rate-per-active-user' => array(
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@ -21,8 +21,8 @@ class Crunchbutton_Chart_Churn extends Crunchbutton_Chart {
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'tags' => array( 'investors' ),
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'charts' => array(
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'churn-rate-per-active-user-per-day' => array( 'title' => 'Day', 'interval' => 'day', 'type' => 'column', 'method' => 'activeByDay'),
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// 'churn-rate-per-active-user-per-week' => array( 'title' => 'Week', 'interval' => 'week', 'type' => 'column', 'method' => 'activeByWeek', 'filters' => array( array( 'title' => 'Community', 'type' => 'community', 'method' => 'activeByWeekByCommunity' ) ) ),
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// 'churn-rate-per-active-user-per-month' => array( 'title' => 'Month', 'interval' => 'month', 'type' => 'column', 'method' => 'activeByMonth', 'filters' => array( array( 'title' => 'Community', 'type' => 'community', 'method' => 'activeByMonthByCommunity' ) ) ),
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'churn-rate-per-active-user-per-week' => array( 'title' => 'Week', 'interval' => 'week', 'type' => 'column', 'method' => 'activeByWeek' /* , 'filters' => array( array( 'title' => 'Community', 'type' => 'community', 'method' => 'activeByWeekByCommunity' ) ) */ ),
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'churn-rate-per-active-user-per-month' => array( 'title' => 'Month', 'interval' => 'month', 'type' => 'column', 'method' => 'activeByMonth' /*, 'filters' => array( array( 'title' => 'Community', 'type' => 'community', 'method' => 'activeByMonthByCommunity' ) ) */ ),
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)
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),
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'group-historical-churn' => array(
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@ -99,37 +99,6 @@ class Crunchbutton_Chart_Churn extends Crunchbutton_Chart {
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}
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public function activeByDay( $render = false ){
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/* OLD FORMULA
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$user = new Crunchbutton_Chart_User();
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$activeUsers = $user->activeByDay();
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$newUsers = $user->newByDay();
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$data = [];
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for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
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$active = $activeUsers[ $i ]->Total;
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$new = $newUsers[ $i ]->Total;
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if( $i - 1 >= 0 ){
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$activePrev = $activeUsers[ $i - 1 ]->Total;
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} else {
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$activePrev = 0;
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}
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$lost = ( ( $activePrev + $new ) - $active );
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$lost = ( $lost < 0 ) ? 0 : $lost;
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// Formula: so, divide the number lost by the previous day's total
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if( $activePrev != 0 && $lost != 0 ){
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$result = $lost / $activePrev;
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} else {
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$result = 0;
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}
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$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => number_format( $result, 4 ), 'Type' => 'Total' );
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}
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if( $render ){
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return array( 'data' => $data, 'unit' => $this->unit, 'interval' => 'day' );
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}
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return $data;
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*/
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$user = new Crunchbutton_Chart_User();
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$daysForward = $this->activeUsersInterval;
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$activeUsers = $user->activeByDay();
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@ -148,7 +117,7 @@ class Crunchbutton_Chart_Churn extends Crunchbutton_Chart {
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$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => $churn, 'Type' => 'Users' );
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}
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if( $render ){
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return array( 'data' => $data, 'unit' => '%', 'interval' => 'day' );
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return array( 'data' => $data, 'unit' => 'Users', 'interval' => 'day' );
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}
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return $data;
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}
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@ -211,67 +180,117 @@ class Crunchbutton_Chart_Churn extends Crunchbutton_Chart {
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public function activeByMonth( $render = false ){
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$user = new Crunchbutton_Chart_User();
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$activeUsers = $user->activeByMonth();
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$newUsers = $user->newByMonth();
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$data = [];
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$daysForward = $this->activeUsersInterval;
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$activeUsers = $user->activeByDay();
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$newUsers = $user->newByDay();
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// Formula #2251
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$_data = [];
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for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
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$active = $activeUsers[ $i ]->Total;
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$new = $newUsers[ $i ]->Total;
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if( $i - 1 >= 0 ){
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$activePrev = $activeUsers[ $i - 1 ]->Total;
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} else {
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$activePrev = 0;
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$activeToday = $activeUsers[ $i ];
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$activeForwardDays = $activeUsers[ ( $i + $daysForward ) ]->Total;
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$activeForwardDaysPlusOne = $activeUsers[ ( $i + $daysForward + 1 ) ]->Total;
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$newForwardDays = $newUsers[ ( $i + $daysForward ) ]->Total;
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$newForwardDaysPlusOne = $newUsers[ ( $i + $daysForward + 1 ) ]->Total;
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$_data[] = array( 'activeToday' => $activeToday, 'activeForwardDays' => $activeForwardDays, 'activeForwardDaysPlusOne' => $activeForwardDaysPlusOne, 'newForwardDays' => $newForwardDays, 'newForwardDaysPlusOne' => $newForwardDaysPlusOne );
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}
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$lost = ( ( $activePrev + $new ) - $active );
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$lost = ( $lost < 0 ) ? 0 : $lost;
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$allDays = $this->allDays();
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$days = [];
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$months = [];
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$data = [];
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// Formula: so, divide the number lost by the previous month's total
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if( $activePrev != 0 && $lost != 0 ){
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$result = $lost / $activePrev;
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$byDay = $this->activeByDay();
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for( $i = $this->from_day -1 ; $i < $this->to_day; $i++ ){
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$days[] = $allDays[ $i ];
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}
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for( $i = 0; $i < count( $byDay ); $i++ ){
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$month = $this->dateToMonth( $days[ $i ] );
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if( !$months[ $month ] ){
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$months[ $month ] = array( 'Label' => $month,
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'activeToday' => $_data[ $i ][ 'activeToday' ],
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'activeForwardDays' => $_data[ $i ][ 'activeForwardDays' ],
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'activeForwardDaysPlusOne' => $_data[ $i ][ 'activeForwardDaysPlusOne' ],
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'newForwardDays' => $_data[ $i ][ 'newForwardDays' ],
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'newForwardDaysPlusOne' => $_data[ $i ][ 'newForwardDaysPlusOne' ]
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);
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} else {
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$result = 0;
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$months[ $month ][ 'activeToday' ] = $months[ $month ][ 'activeToday' ] + $_data[ $i ][ 'activeToday' ];
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$months[ $month ][ 'activeForwardDays' ] = $months[ $month ][ 'activeForwardDays' ] + $_data[ $i ][ 'activeForwardDays' ];
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$months[ $month ][ 'activeForwardDaysPlusOne' ] = $months[ $month ][ 'activeForwardDaysPlusOne' ] + $_data[ $i ][ 'activeForwardDaysPlusOne' ];
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$months[ $month ][ 'newForwardDays' ] = $months[ $month ][ 'newForwardDays' ] + $_data[ $i ][ 'newForwardDays' ];
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$months[ $month ][ 'newForwardDaysPlusOne' ] = $months[ $month ][ 'newForwardDaysPlusOne' ] + $_data[ $i ][ 'newForwardDaysPlusOne' ];
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}
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$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => number_format( $result, 4 ), 'Type' => 'Total' );
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}
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foreach( $months as $month ){
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$churn = ( ( $month[ 'activeForwardDaysPlusOne' ] + $month[ 'newForwardDaysPlusOne' ] ) - $month[ 'activeForwardDaysPlusOne' ] ) / $month[ 'activeToday' ];
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$data[] = ( object ) array( 'Label' => $month[ 'Label' ] , 'Total' => $churn, 'Type' => '%' );
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}
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if( $render ){
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return array( 'data' => $data, 'unit' => $this->unit, 'interval' => 'month' );
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return array( 'data' => $data, 'unit' => $this->unit );
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}
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return $data;
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}
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public function activeByWeek( $render = false ){
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$user = new Crunchbutton_Chart_User();
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$activeUsers = $user->activeByWeek();
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$newUsers = $user->newByWeek();
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$data = [];
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$daysForward = $this->activeUsersInterval;
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$activeUsers = $user->activeByDay();
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$newUsers = $user->newByDay();
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// Formula #2251
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$_data = [];
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for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
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$active = $activeUsers[ $i ]->Total;
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$new = $newUsers[ $i ]->Total;
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if( $i - 1 >= 0 ){
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$activePrev = $activeUsers[ $i - 1 ]->Total;
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} else {
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$activePrev = 0;
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$activeToday = $activeUsers[ $i ];
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$activeForwardDays = $activeUsers[ ( $i + $daysForward ) ]->Total;
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$activeForwardDaysPlusOne = $activeUsers[ ( $i + $daysForward + 1 ) ]->Total;
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$newForwardDays = $newUsers[ ( $i + $daysForward ) ]->Total;
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$newForwardDaysPlusOne = $newUsers[ ( $i + $daysForward + 1 ) ]->Total;
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$_data[] = array( 'activeToday' => $activeToday, 'activeForwardDays' => $activeForwardDays, 'activeForwardDaysPlusOne' => $activeForwardDaysPlusOne, 'newForwardDays' => $newForwardDays, 'newForwardDaysPlusOne' => $newForwardDaysPlusOne );
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}
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$lost = ( ( $activePrev + $new ) - $active );
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$lost = ( $lost < 0 ) ? 0 : $lost;
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$allDays = $this->allDays();
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$days = [];
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$weeks = [];
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$data = [];
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// Formula: so, divide the number lost by the previous week's total
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if( $activePrev != 0 && $lost != 0 ){
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$result = $lost / $activePrev;
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$byDay = $this->activeByDay();
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for( $i = $this->from_day -1 ; $i < $this->to_day; $i++ ){
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$days[] = $allDays[ $i ];
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}
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for( $i = 0; $i < count( $byDay ); $i++ ){
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$week = $this->dateToWeek( $days[ $i ] );
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if( !$weeks[ $week ] ){
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$weeks[ $week ] = array( 'Label' => $week,
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'activeToday' => $_data[ $i ][ 'activeToday' ],
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'activeForwardDays' => $_data[ $i ][ 'activeForwardDays' ],
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'activeForwardDaysPlusOne' => $_data[ $i ][ 'activeForwardDaysPlusOne' ],
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'newForwardDays' => $_data[ $i ][ 'newForwardDays' ],
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'newForwardDaysPlusOne' => $_data[ $i ][ 'newForwardDaysPlusOne' ]
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);
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} else {
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$result = 0;
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$weeks[ $week ][ 'activeToday' ] = $weeks[ $week ][ 'activeToday' ] + $_data[ $i ][ 'activeToday' ];
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$weeks[ $week ][ 'activeForwardDays' ] = $weeks[ $week ][ 'activeForwardDays' ] + $_data[ $i ][ 'activeForwardDays' ];
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$weeks[ $week ][ 'activeForwardDaysPlusOne' ] = $weeks[ $week ][ 'activeForwardDaysPlusOne' ] + $_data[ $i ][ 'activeForwardDaysPlusOne' ];
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$weeks[ $week ][ 'newForwardDays' ] = $weeks[ $week ][ 'newForwardDays' ] + $_data[ $i ][ 'newForwardDays' ];
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$weeks[ $week ][ 'newForwardDaysPlusOne' ] = $weeks[ $week ][ 'newForwardDaysPlusOne' ] + $_data[ $i ][ 'newForwardDaysPlusOne' ];
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}
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$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => number_format( $result, 4 ), 'Type' => 'Total' );
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}
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foreach( $weeks as $week ){
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$churn = ( ( $week[ 'activeForwardDaysPlusOne' ] + $week[ 'newForwardDaysPlusOne' ] ) - $week[ 'activeForwardDaysPlusOne' ] ) / $week[ 'activeToday' ];
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$data[] = ( object ) array( 'Label' => $week[ 'Label' ] , 'Total' => $churn, 'Type' => '%' );
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}
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if( $render ){
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return array( 'data' => $data, 'unit' => $this->unit );
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}
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return $data;
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}
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public function activeByWeekByCommunity( $render = false ){
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@ -331,25 +350,30 @@ class Crunchbutton_Chart_Churn extends Crunchbutton_Chart {
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public function byWeek( $render = false ){
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$user = new Crunchbutton_Chart_User();
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$activeUsers = $user->activeByWeek();
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$newUsers = $user->newByWeek();
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$allDays = $this->allDays();
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$days = [];
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$weeks = [];
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$data = [];
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for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
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$active = $activeUsers[ $i ]->Total;
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$new = $newUsers[ $i ]->Total;
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if( $i - 1 >= 0 ){
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$activePrev = $activeUsers[ $i - 1 ]->Total;
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$byDay = $this->byDay();
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for( $i = $this->from_day -1 ; $i < $this->to_day; $i++ ){
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$days[] = $allDays[ $i ];
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}
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for( $i = 0; $i < count( $byDay ); $i++ ){
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$week = $this->dateToWeek( $days[ $i ] );
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if( !$weeks[ $week ] ){
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$weeks[ $week ] = array( 'Label' => $week, 'Total' => $byDay[ $i ]->Total );
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} else {
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$activePrev = 0;
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$weeks[ $week ][ 'Total' ] = $weeks[ $week ][ 'Total' ] + $byDay[ $i ]->Total;
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}
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$churn = ( ( $activePrev + $new ) - $active );
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// Do not show the negatives
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$churn = ( $churn < 0 ) ? 0 : $churn;
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$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => $churn, 'Type' => 'Users' );
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}
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foreach( $weeks as $week ){
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$data[] = ( object ) array( 'Label' => $week[ 'Label' ] , 'Total' => $week[ 'Total' ], 'Type' => 'Users' );
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}
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if( $render ){
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return array( 'data' => $data, 'unit' => $this->unit );
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}
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@ -357,36 +381,10 @@ class Crunchbutton_Chart_Churn extends Crunchbutton_Chart {
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}
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public function byDay( $render = false ){
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/* THE OLD AND WRONG FORMULA
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$user = new Crunchbutton_Chart_User();
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$activeUsers = $user->activeByDay();
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$newUsers = $user->newByDay();
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$data = [];
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for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
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$active = $activeUsers[ $i ]->Total;
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$new = $newUsers[ $i ]->Total;
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if( $i - 1 >= 0 ){
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$activePrev = $activeUsers[ $i - 1 ]->Total;
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} else {
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$activePrev = 0;
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}
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$churn = ( ( $activePrev + $new ) - $active );
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// Do not show the negatives
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$churn = ( $churn < 0 ) ? 0 : $churn;
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$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => $churn, 'Type' => 'Users' );
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}
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if( $render ){
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return array( 'data' => $data, 'unit' => $this->unit, 'interval' => 'day' );
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}
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return $data;
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*/
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$user = new Crunchbutton_Chart_User();
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$daysForward = $this->activeUsersInterval;
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$activeUsers = $user->activeByDay();
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$newUsers = $user->newByDay();
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// Formula #2251
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$data = [];
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for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
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@ -407,28 +405,32 @@ class Crunchbutton_Chart_Churn extends Crunchbutton_Chart {
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public function byMonth( $render = false ){
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$user = new Crunchbutton_Chart_User();
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$activeUsers = $user->activeByMonth();
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$newUsers = $user->newByMonth();
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$allDays = $this->allDays();
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$days = [];
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$months = [];
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$data = [];
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for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
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$active = $activeUsers[ $i ]->Total;
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$new = $newUsers[ $i ]->Total;
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if( $i - 1 >= 0 ){
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$activePrev = $activeUsers[ $i - 1 ]->Total;
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} else {
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$activePrev = 0;
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}
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$churn = ( ( $activePrev + $new ) - $active );
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// Do not show the negatives
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$churn = ( $churn < 0 ) ? 0 : $churn;
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|
||||
$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => $churn, 'Type' => 'Users' );
|
||||
$byDay = $this->byDay();
|
||||
|
||||
for( $i = $this->from_day -1 ; $i < $this->to_day; $i++ ){
|
||||
$days[] = $allDays[ $i ];
|
||||
}
|
||||
|
||||
for( $i = 0; $i < count( $byDay ); $i++ ){
|
||||
$month = $this->dateToMonth( $days[ $i ], true );
|
||||
if( !$months[ $month ] ){
|
||||
$months[ $month ] = array( 'Label' => $month, 'Total' => $byDay[ $i ]->Total );
|
||||
} else {
|
||||
$months[ $month ][ 'Total' ] = $months[ $month ][ 'Total' ] + $byDay[ $i ]->Total;
|
||||
}
|
||||
}
|
||||
|
||||
foreach( $months as $month ){
|
||||
$data[] = ( object ) array( 'Label' => $month[ 'Label' ] , 'Total' => $month[ 'Total' ], 'Type' => 'Users' );
|
||||
}
|
||||
|
||||
if( $render ){
|
||||
return array( 'data' => $data, 'unit' => $this->unit, 'interval' => 'month' );
|
||||
return array( 'data' => $data, 'unit' => $this->unit );
|
||||
}
|
||||
return $data;
|
||||
}
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user