PHP를 사용하여 공개 계정에 대한 사용자 통계 및 분석 기능을 개발하는 방법

$appId = 'your_appid';
$appSecret = 'your_appsecret';
$accessTokenUrl = "https://api.weixin.qq.com/cgi-bin/token?grant_type=client_credential&appid=$appId&secret=$appSecret";
$response = file_get_contents($accessTokenUrl);
$result = json_decode($response, true);
$accessToken = $result['access_token'];

$userListUrl = "https://api.weixin.qq.com/cgi-bin/user/get?access_token=$accessToken";
$response = file_get_contents($userListUrl);
$result = json_decode($response, true);
$userList = $result['data']['openid'];

$postData = '{
    "begin_date": "2022-01-01",
    "end_date": "2022-01-31",
    "menuid": "2087"
}';
$clickMenuUrl = "https://api.weixin.qq.com/datacube/getmenuhour?access_token=$accessToken";
$response = httpRequest($clickMenuUrl, $postData);
$result = json_decode($response, true);
$clickCount = $result['list'][0]['click_count'];

$postData = '{
    "begin_date": "2022-01-01",
    "end_date": "2022-01-31"
}';
$subscribeUrl = "https://api.weixin.qq.com/datacube/getusersummary?access_token=$accessToken";
$response = httpRequest($subscribeUrl, $postData);
$result = json_decode($response, true);
$subscribeCount = $result['list'][0]['subscribe'];
$unsubscribeCount = $result['list'][0]['unsubscribe'];

// 统计不同地域的用户数量
$countryCount = array();
foreach ($userList as $openid) {
    $userInfoUrl = "https://api.weixin.qq.com/cgi-bin/user/info?access_token=$accessToken&openid=$openid";
    $response = file_get_contents($userInfoUrl);
    $userInfo = json_decode($response, true);
    $country = $userInfo['country'];
    if (isset($countryCount[$country])) {
        $countryCount[$country]++;
    } else {
        $countryCount[$country] = 1;
    }
}

// 统计用户关注的热门文章
$hotArticles = array();
foreach ($userList as $openid) {
    $articleUrl = "https://api.weixin.qq.com/cgi-bin/user/getuserread?access_token=$accessToken&openid=$openid";
    $response = file_get_contents($articleUrl);
    $result = json_decode($response, true);
    $articles = $result['list'];
    foreach ($articles as $article) {
        $title = $article['title'];
        if (isset($hotArticles[$title])) {
            $hotArticles[$title]++;
        } else {
            $hotArticles[$title] = 1;
        }
    }
}