383 lines
13 KiB
PHP
383 lines
13 KiB
PHP
<?php
|
|
|
|
class Crunchbutton_Chart_Churn extends Crunchbutton_Chart {
|
|
|
|
public $unit = 'users';
|
|
public $description = 'Users';
|
|
|
|
public $groups = array(
|
|
'group-churn-rate' => array(
|
|
'title' => 'Churn Rate',
|
|
'activeDays' => 60,
|
|
'charts' => array(
|
|
'churn-rate-per-day' => array( 'title' => 'Day', 'interval' => 'day', 'type' => 'column', 'method' => 'byDay' ),
|
|
'churn-rate-per-week' => array( 'title' => 'Week', 'interval' => 'week', 'type' => 'column', 'method' => 'byWeek'),
|
|
'churn-rate-per-month' => array( 'title' => 'Month', 'interval' => 'month', 'type' => 'column', 'method' => 'byMonth'),
|
|
)
|
|
),
|
|
'group-churn-rate-per-active-user' => array(
|
|
'title' => 'Churn Rate per Active User',
|
|
'activeDays' => 60,
|
|
'tags' => array( 'investors' ),
|
|
'charts' => array(
|
|
'churn-rate-per-active-user-per-day' => array( 'title' => 'Day', 'interval' => 'day', 'type' => 'column', 'method' => 'activeByDay'),
|
|
'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' ) ) */ ),
|
|
'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' ) ) */ ),
|
|
)
|
|
),
|
|
'group-historical-churn' => array(
|
|
'title' => 'Historical Churn',
|
|
'activeDays' => 60,
|
|
'tags' => array( 'detailed-analytics' ),
|
|
'charts' => array(
|
|
'historial-churn-per-day' => array( 'title' => 'Day', 'interval' => 'day', 'type' => 'column', 'method' => 'historicalChurnByDay'),
|
|
)
|
|
),
|
|
'group-historical-churn-rate-per-active-user' => array(
|
|
'title' => 'Historical Churn Rate',
|
|
'activeDays' => 60,
|
|
'tags' => array( 'detailed-analytics' ),
|
|
'charts' => array(
|
|
'historial-churn-rate-per-day' => array( 'title' => 'Day', 'interval' => 'day', 'type' => 'column', 'method' => 'historicalChurnRateByDay'),
|
|
)
|
|
),
|
|
);
|
|
|
|
public function __construct() {
|
|
parent::__construct();
|
|
}
|
|
|
|
|
|
public function historicalChurnRateByDay( $render = false ){
|
|
$user = new Crunchbutton_Chart_User();
|
|
$daysForward = $this->activeUsersInterval;
|
|
$newUsers = $user->newByDay();
|
|
$activeUsers = $user->activeHistoricalByDay();
|
|
|
|
$data = [];
|
|
for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
|
|
$activeToday = $activeUsers[ $i ]->Total;
|
|
$activeForwardDays = $activeUsers[ ( $i + $daysForward ) ]->Total;
|
|
$activeForwardDaysPlusOne = $activeUsers[ ( $i + $daysForward + 1 ) ]->Total;
|
|
$newForwardDays = $newUsers[ ( $i + $daysForward ) ]->Total;
|
|
$newForwardDaysPlusOne = $newUsers[ ( $i + $daysForward + 1 ) ]->Total;
|
|
$churn = ( ( $activeForwardDays + $newForwardDaysPlusOne ) - $activeForwardDaysPlusOne ) / $activeToday;
|
|
$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => $churn, 'Type' => 'Users' );
|
|
}
|
|
if( $render ){
|
|
return array( 'data' => $data, 'unit' => 'Users', 'interval' => 'day' );
|
|
}
|
|
return $data;
|
|
}
|
|
|
|
public function historicalChurnByDay( $render = false ){
|
|
$user = new Crunchbutton_Chart_User();
|
|
$daysForward = $this->activeUsersInterval;
|
|
$activeUsers = $user->activeHistoricalByDay();
|
|
$newUsers = $user->newByDay();
|
|
|
|
$data = [];
|
|
for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
|
|
$activeForwardDays = $activeUsers[ ( $i + $daysForward ) ]->Total;
|
|
$activeForwardDaysPlusOne = $activeUsers[ ( $i + $daysForward + 1 ) ]->Total;
|
|
$newForwardDays = $newUsers[ ( $i + $daysForward ) ]->Total;
|
|
$newForwardDaysPlusOne = $newUsers[ ( $i + $daysForward + 1 ) ]->Total;
|
|
if( $activeForwardDaysPlusOne > 0 ){
|
|
$churn = ( ( $activeForwardDays + $newForwardDaysPlusOne ) - $activeForwardDaysPlusOne );
|
|
} else {
|
|
$churn = 0;
|
|
}
|
|
|
|
|
|
$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => $churn, 'Type' => 'Users' );
|
|
}
|
|
if( $render ){
|
|
return array( 'data' => $data, 'unit' => $this->unit, 'interval' => 'day' );
|
|
}
|
|
return $data;
|
|
}
|
|
|
|
public function activeByDay( $render = false ){
|
|
$user = new Crunchbutton_Chart_User();
|
|
$daysForward = $this->activeUsersInterval;
|
|
$activeUsers = $user->activeByDay();
|
|
$newUsers = $user->newByDay();
|
|
// Formula #2251
|
|
$data = [];
|
|
for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
|
|
$activeToday = $activeUsers[ $i ];
|
|
$activeForwardDays = $activeUsers[ ( $i + $daysForward ) ]->Total;
|
|
$activeForwardDaysPlusOne = $activeUsers[ ( $i + $daysForward + 1 ) ]->Total;
|
|
$newForwardDays = $newUsers[ ( $i + $daysForward ) ]->Total;
|
|
$newForwardDaysPlusOne = $newUsers[ ( $i + $daysForward + 1 ) ]->Total;
|
|
$churn = ( ( $activeForwardDays + $newForwardDaysPlusOne ) - $activeForwardDaysPlusOne ) / $activeToday;
|
|
$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => $churn, 'Type' => 'Users' );
|
|
}
|
|
if( $render ){
|
|
return array( 'data' => $data, 'unit' => 'Users', 'interval' => 'day' );
|
|
}
|
|
return $data;
|
|
}
|
|
|
|
public function activeByMonthByCommunity( $render = false ){
|
|
|
|
$user = new Crunchbutton_Chart_User();
|
|
|
|
$activeUsers = $user->activeByMonthByCommunity();
|
|
$newUsers = $user->newByMonthByCommunityGrouped();
|
|
|
|
$communities = $this->allCommunities();
|
|
|
|
$_data = [];
|
|
$_prev = [];
|
|
|
|
foreach ( $activeUsers as $active ) {
|
|
if( !$_data[ $active->Label ] ){
|
|
$_data[ $active->Label ] = [];
|
|
}
|
|
$_data[ $active->Label ][ 'ActiveUser' ][ $active->Type ] = $active->Total;
|
|
$_data[ $active->Label ][ 'ActiveUserPrev' ][ $active->Type ] = ( $_prev[ $active->Type ] ? $_prev[ $active->Type ] : 0 );
|
|
$_prev[ $active->Type ] = $active->Total;
|
|
}
|
|
|
|
foreach ( $newUsers as $newUser ) {
|
|
if( !$_data[ $newUser->Label ] ){
|
|
$_data[ $newUser->Label ] = [];
|
|
}
|
|
$_data[ $newUser->Label ][ 'NewUser' ][ $newUser->Type ] = $newUser->Total;
|
|
}
|
|
|
|
$data = [];
|
|
|
|
foreach ( $_data as $label => $values ) {
|
|
foreach( $communities as $community ){
|
|
$active = $values[ 'ActiveUser' ][ $community ];
|
|
$newUser = $values[ 'NewUser' ][ $community ];
|
|
$prev = $values[ 'ActiveUserPrev' ][ $community ];
|
|
|
|
$lost = ( ( $prev + $newUser ) - $active );
|
|
$lost = ( $lost < 0 ) ? 0 : $lost;
|
|
|
|
// Formula: so, divide the number lost by the previous week's total
|
|
if( $prev != 0 && $lost != 0 ){
|
|
$result = $lost / $prev;
|
|
} else {
|
|
$result = 0;
|
|
}
|
|
|
|
$data[] = ( object ) array( 'Label' => $label, 'Total' => $result, 'Type' => $community );
|
|
}
|
|
}
|
|
if( $render ){
|
|
return array( 'data' => $data, 'unit' => $this->unit, 'interval' => 'month' );
|
|
}
|
|
return $data;
|
|
}
|
|
|
|
public function activeByMonth( $render = false ){
|
|
|
|
$allDays = $this->allDays();
|
|
$days = [];
|
|
$months = [];
|
|
$data = [];
|
|
|
|
$byDay = $this->activeByDay();
|
|
|
|
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 );
|
|
}
|
|
return $data;
|
|
}
|
|
|
|
public function activeByWeek( $render = false ){
|
|
|
|
$allDays = $this->allDays();
|
|
$days = [];
|
|
$weeks = [];
|
|
$data = [];
|
|
|
|
$byDay = $this->activeByDay();
|
|
|
|
for( $i = $this->from_day -1 ; $i < $this->to_day; $i++ ){
|
|
$days[] = $allDays[ $i ];
|
|
}
|
|
|
|
for( $i = 0; $i < count( $byDay ); $i++ ){
|
|
$week = $this->dateToWeek( $days[ $i ] );
|
|
if( !$weeks[ $week ] ){
|
|
$weeks[ $week ] = array( 'Label' => $week, 'Total' => $byDay[ $i ]->Total );
|
|
} else {
|
|
$weeks[ $week ][ 'Total' ] = $weeks[ $week ][ 'Total' ] + $byDay[ $i ]->Total;
|
|
}
|
|
}
|
|
|
|
foreach( $weeks as $week ){
|
|
$data[] = ( object ) array( 'Label' => $week[ 'Label' ] , 'Total' => $week[ 'Total' ], 'Type' => 'Users' );
|
|
}
|
|
|
|
if( $render ){
|
|
return array( 'data' => $data, 'unit' => $this->unit );
|
|
}
|
|
return $data;
|
|
|
|
}
|
|
|
|
public function activeByWeekByCommunity( $render = false ){
|
|
|
|
$user = new Crunchbutton_Chart_User();
|
|
|
|
$activeUsers = $user->activeByWeekByCommunity();
|
|
$newUsers = $user->newByWeekByCommunityGrouped();
|
|
|
|
$communities = $this->allCommunities();
|
|
|
|
$_data = [];
|
|
$_prev = [];
|
|
|
|
foreach ( $activeUsers as $active ) {
|
|
if( !$_data[ $active->Label ] ){
|
|
$_data[ $active->Label ] = [];
|
|
}
|
|
$_data[ $active->Label ][ 'ActiveUser' ][ $active->Type ] = $active->Total;
|
|
$_data[ $active->Label ][ 'ActiveUserPrev' ][ $active->Type ] = ( $_prev[ $active->Type ] ? $_prev[ $active->Type ] : 0 );
|
|
$_prev[ $active->Type ] = $active->Total;
|
|
}
|
|
|
|
foreach ( $newUsers as $newUser ) {
|
|
if( !$_data[ $newUser->Label ] ){
|
|
$_data[ $newUser->Label ] = [];
|
|
}
|
|
$_data[ $newUser->Label ][ 'NewUser' ][ $newUser->Type ] = $newUser->Total;
|
|
}
|
|
|
|
$data = [];
|
|
|
|
foreach ( $_data as $label => $values ) {
|
|
foreach( $communities as $community ){
|
|
$active = $values[ 'ActiveUser' ][ $community ];
|
|
$newUser = $values[ 'NewUser' ][ $community ];
|
|
$prev = $values[ 'ActiveUserPrev' ][ $community ];
|
|
|
|
$lost = ( ( $prev + $newUser ) - $active );
|
|
$lost = ( $lost < 0 ) ? 0 : $lost;
|
|
|
|
// Formula: so, divide the number lost by the previous week's total
|
|
if( $prev != 0 && $lost != 0 ){
|
|
$result = $lost / $prev;
|
|
} else {
|
|
$result = 0;
|
|
}
|
|
|
|
$data[] = ( object ) array( 'Label' => $label, 'Total' => $result, 'Type' => $community );
|
|
}
|
|
}
|
|
if( $render ){
|
|
return array( 'data' => $data, 'unit' => $this->unit );
|
|
}
|
|
return $data;
|
|
}
|
|
|
|
public function byWeek( $render = false ){
|
|
|
|
$allDays = $this->allDays();
|
|
$days = [];
|
|
$weeks = [];
|
|
$data = [];
|
|
|
|
$byDay = $this->byDay();
|
|
|
|
for( $i = $this->from_day -1 ; $i < $this->to_day; $i++ ){
|
|
$days[] = $allDays[ $i ];
|
|
}
|
|
|
|
for( $i = 0; $i < count( $byDay ); $i++ ){
|
|
$week = $this->dateToWeek( $days[ $i ] );
|
|
if( !$weeks[ $week ] ){
|
|
$weeks[ $week ] = array( 'Label' => $week, 'Total' => $byDay[ $i ]->Total );
|
|
} else {
|
|
$weeks[ $week ][ 'Total' ] = $weeks[ $week ][ 'Total' ] + $byDay[ $i ]->Total;
|
|
}
|
|
}
|
|
|
|
foreach( $weeks as $week ){
|
|
$data[] = ( object ) array( 'Label' => $week[ 'Label' ] , 'Total' => $week[ 'Total' ], 'Type' => 'Users' );
|
|
}
|
|
|
|
if( $render ){
|
|
return array( 'data' => $data, 'unit' => $this->unit );
|
|
}
|
|
return $data;
|
|
}
|
|
|
|
public function byDay( $render = false ){
|
|
|
|
$user = new Crunchbutton_Chart_User();
|
|
$daysForward = $this->activeUsersInterval;
|
|
$activeUsers = $user->activeByDay();
|
|
// Formula #2251
|
|
$data = [];
|
|
for( $i = 0; $i < sizeof( $activeUsers ); $i++ ){
|
|
$activeForwardDays = $activeUsers[ ( $i + $daysForward ) ]->Total;
|
|
$activeForwardDaysPlusOne = $activeUsers[ ( $i + $daysForward + 1 ) ]->Total;
|
|
$newForwardDays = $newUsers[ ( $i + $daysForward ) ]->Total;
|
|
$newForwardDaysPlusOne = $newUsers[ ( $i + $daysForward + 1 ) ]->Total;
|
|
$churn = ( ( $activeForwardDays + $newForwardDaysPlusOne ) - $activeForwardDaysPlusOne );
|
|
// Do not show the negatives
|
|
$churn = ( $churn < 0 ) ? 0 : $churn;
|
|
$data[] = ( object ) array( 'Label' => $activeUsers[ $i ]->Label, 'Total' => $churn, 'Type' => 'Users' );
|
|
}
|
|
if( $render ){
|
|
return array( 'data' => $data, 'unit' => $this->unit, 'interval' => 'day' );
|
|
}
|
|
return $data;
|
|
}
|
|
|
|
public function byMonth( $render = false ){
|
|
|
|
$allDays = $this->allDays();
|
|
$days = [];
|
|
$months = [];
|
|
$data = [];
|
|
|
|
$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 );
|
|
}
|
|
return $data;
|
|
}
|
|
} |