GET https://rct.dev.bbntimes.com/politics/ai-data-science-a-game-changer-in-modern-politics

Response
200 OK
IP
18.188.144.78
Profiled on
Token
aed07f

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
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"b79c5c"
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"politics"
slug 
"ai-data-science-a-game-changer-in-modern-politics"

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"care_did=fc5dc4df-b73f-4bd6-98fa-863047a9641a; PHPSESSID=ueorv27u4n10v6os677599qe2s"
host 
"rct.dev.bbntimes.com"
user-agent 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-php-ob-level 
"1"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control 
"no-cache, private"
content-type 
"text/html; charset=UTF-8"
date 
"Sat, 22 Feb 2025 13:12:50 GMT"
link 
"</build/runtime.js>; rel="preload"; as="script",</build/644.js>; rel="preload"; as="script",</build/502.js>; rel="preload"; as="script",</build/app.js>; rel="preload"; as="script",</build/view-more.js>; rel="preload"; as="script",</build/term-condition.js>; rel="preload"; as="script",</build/contact.js>; rel="preload"; as="script",</build/scroll-infinite-article.js>; rel="preload"; as="script",</build/app.css>; rel="preload"; as="style",</build/cookie-style.css>; rel="preload"; as="style",</build/term-condition-css.css>; rel="preload"; as="style",</build/contact-css.css>; rel="preload"; as="style",</build/comment-css.css>; rel="preload"; as="style""
x-debug-token 
"aed07f"

Cookies

Request Cookies

Key Value
PHPSESSID 
"ueorv27u4n10v6os677599qe2s"
care_did 
"fc5dc4df-b73f-4bd6-98fa-863047a9641a"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Sat, 22 Feb 25 13:12:38 +0000"
Last used 
"Sat, 22 Feb 25 13:12:47 +0000"
Lifetime 
0

Session Attributes

Attribute Value
_csrf/https-comment 
"IeEJY-wWVg2qfkm4s68nUgre8Xnwg3Jr-A9jZoa5eAQ"
_csrf/https-cookie_accept 
"R7t2dUfGzUvT8dWZ_b0qgM_KKPbiEDAtXxfQErKhVbY"

Session Usage

6 Usages
Stateless check enabled
Usage
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:52
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:56
Show trace 
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Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
Show trace 
[
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Symfony\Component\Security\Http\Firewall\ContextListener:171
Show trace 
[
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Flashes

Flashes

No flash messages were created.

Server Parameters

Server Parameters

Defined in .env

Key Value
APP_ENV 
"dev"
APP_SECRET 
"0a988e63f011514eaabfc650b599af4d"
CORS_ALLOW_ORIGIN 
"*"
DATABASE_URL 
"mysql://bbndb_rctuser:33F5W25z40or0f7@localhost:3306/rct_bbntimes"
GOOGLE_RECAPTCHA_SECRET_KEY 
"6LdV5fgpAAAAANxzTG8ZMfIjil1wu-1vrQvnUt-x"
GOOGLE_RECAPTCHA_SITE_KEY 
"6LdV5fgpAAAAAENKcn73MJAhQrbtQeqgyC4wDLMP"
MAILER_DSN 
"smtp://no-reply%40rct.dev.bbntimes.com:Bl6%26gLD48%26Of919@rct.dev.bbntimes.com:465"
MARIADB_PASSWORD 
"i!87pK&!85ezc8"

Defined as regular env variables

Key Value
APP_DEBUG 
"1"
BASE 
"/public"
CONTEXT_DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
CONTEXT_PREFIX 
""
DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
FCGI_ROLE 
"RESPONDER"
GATEWAY_INTERFACE 
"CGI/1.1"
HTTPS 
"on"
HTTP_ACCEPT 
"*/*"
HTTP_ACCEPT_ENCODING 
"gzip, br, zstd, deflate"
HTTP_CONNECTION 
"close"
HTTP_COOKIE 
"care_did=fc5dc4df-b73f-4bd6-98fa-863047a9641a; PHPSESSID=ueorv27u4n10v6os677599qe2s"
HTTP_HOST 
"rct.dev.bbntimes.com"
HTTP_USER_AGENT 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
PATH 
"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin"
PHP_SELF 
"/public/index.php"
PP_CUSTOM_PHP_CGI_INDEX 
"plesk-php81-fastcgi"
PP_CUSTOM_PHP_INI 
"/var/www/vhosts/system/rct.dev.bbntimes.com/etc/php.ini"
QUERY_STRING 
""
REDIRECT_BASE 
"/public"
REDIRECT_HTTPS 
"on"
REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_HTTPS 
"on"
REDIRECT_REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/politics/ai-data-science-a-game-changer-in-modern-politics"
REDIRECT_REDIRECT_SCRIPT_URL 
"/politics/ai-data-science-a-game-changer-in-modern-politics"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"Z7nNUbiBoyj8JZ8-HGx96QAAABA"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/politics/ai-data-science-a-game-changer-in-modern-politics"
REDIRECT_SCRIPT_URL 
"/politics/ai-data-science-a-game-changer-in-modern-politics"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"Z7nNUbiBoyj8JZ8-HGx96QAAABA"
REDIRECT_URL 
"/public/politics/ai-data-science-a-game-changer-in-modern-politics"
REMOTE_ADDR 
"18.188.144.78"
REMOTE_PORT 
"65096"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1740229969
REQUEST_TIME_FLOAT 
1740229969.5974
REQUEST_URI 
"/politics/ai-data-science-a-game-changer-in-modern-politics"
SCRIPT_FILENAME 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
SCRIPT_NAME 
"/public/index.php"
SCRIPT_URI 
"https://rct.dev.bbntimes.com/politics/ai-data-science-a-game-changer-in-modern-politics"
SCRIPT_URL 
"/politics/ai-data-science-a-game-changer-in-modern-politics"
SERVER_ADDR 
"5.196.1.209"
SERVER_ADMIN 
"[no address given]"
SERVER_NAME 
"rct.dev.bbntimes.com"
SERVER_PORT 
"443"
SERVER_PROTOCOL 
"HTTP/1.1"
SERVER_SIGNATURE 
"<address>Apache Server at rct.dev.bbntimes.com Port 443</address>\n"
SERVER_SOFTWARE 
"Apache"
SSL_TLS_SNI 
"rct.dev.bbntimes.com"
SYMFONY_DOTENV_VARS 
"APP_ENV,APP_SECRET,DATABASE_URL,MARIADB_PASSWORD,CORS_ALLOW_ORIGIN,MAILER_DSN,GOOGLE_RECAPTCHA_SECRET_KEY,GOOGLE_RECAPTCHA_SITE_KEY"
UNIQUE_ID 
"Z7nNUbiBoyj8JZ8-HGx96QAAABA"

Sub Requests 6

CookieController :: renderAnalysis (token = 591bab)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"0e3dea"

AppController :: renderHeader (token = fb6025)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"ab04ef"
slug 
"home"

ArticleController :: trendingArticle (token = dcc921)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"1341e4"
category 
"Politics"

ArticleController :: relatedArticles (token = d953e1)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"336d68"
current_article 
App\Entity\Article {#1094
  -id: 14834
  -title: "AI Data Science: A Game-Changer in Modern Politics"
  -slug: "ai-data-science-a-game-changer-in-modern-politics"
  -introtext: "<p>In the digital age, politics and data are inseparable bedfellows.</p>\r\n"
  -content: """
    \r\n
    <p>The advent of <a href="technology/artificial-intelligence-in-the-4th-industrial-revolution#:~:text=Artificial%20intelligence%20(AI)%20makes%20it,the%20human%20brain%20can%20produce." target="_blank" rel="noopener">artificial intelligence</a> (AI) has revolutionized the landscape of data science, presenting unprecedented opportunities for politicians and policymakers to gain deeper insights into the electorate's needs and preferences. AI data science is transforming politics by empowering leaders with the ability to make data-driven decisions, engage with voters on a personalized level, and address complex social issues more effectively. In this article, we explore the game-changing impact of AI data science in modern politics and its potential to shape the future of governance.</p>\r\n
    <h2>1. Enhanced Voter Analysis</h2>\r\n
    <p><img src="/images/articles/global-economy/5_Benefits_of_Embedded_Analytics-min.jpg" alt="5 Benefits of Embedded Analytics min" width="600" height="375" /></p>\r\n
    <p>Traditional political campaigns often relied on generalized voter demographics and past election results. AI data science, however, goes beyond mere demographic profiling. It delves into vast troves of data from social media, online forums, and other sources to create comprehensive voter profiles. By analyzing sentiments, opinions, and behaviors, politicians can tailor their messages and policies to resonate with specific voter segments. This leads to more relevant campaign strategies that resonate with individuals on a personal level, ultimately fostering stronger voter engagement and participation.</p>\r\n
    <h2>2. Predictive Analytics for Elections</h2>\r\n
    <p>AI-driven predictive analytics has emerged as a powerful tool for forecasting election outcomes. By analyzing historical voting patterns, social media activity, and other relevant data, AI algorithms can accurately predict voting behavior with unprecedented accuracy. Such predictive insights allow political campaigns to allocate resources more efficiently, identify potential swing regions, and tailor their messages accordingly. In turn, this optimizes campaign efforts and increases the chances of electoral success.</p>\r\n
    <h2>3. Tackling Disinformation and Fake News</h2>\r\n
    <p>Misinformation and fake news have become pervasive threats to <a href="https://www.humanrightscareers.com/issues/what-are-democratic-processes/" target="_blank" rel="noopener">democratic processes</a>. AI data science equips politicians and authorities with the ability to detect and combat disinformation campaigns more effectively. Natural Language Processing (NLP) algorithms can analyze vast amounts of content to identify false narratives and misleading information, enabling prompt responses to debunk falsehoods. By leveraging AI, political entities can foster an informed electorate and maintain the integrity of public discourse.</p>\r\n
    <h2>4. Evidence-Based Policy Making</h2>\r\n
    <p>Governments are facing increasingly complex challenges, from climate change to healthcare and education. AI data science enables evidence-based policy making by analyzing large datasets and identifying trends and correlations. Through predictive modeling and simulations, policymakers can better understand the potential outcomes of various policy decisions. This data-driven approach helps in crafting effective policies that are more likely to achieve their intended goals and benefit society at large.</p>\r\n
    <h2>5. Citizen Engagement and Feedback</h2>\r\n
    <p><a href="society/the-potential-dangers-of-artificial-intelligence-chatbots" target="_blank" rel="noopener">AI-powered chatbots</a> and virtual assistants have transformed the way citizens interact with politicians and government agencies. These bots can provide real-time assistance, answer queries, and gather feedback from the public on various issues. As a result, politicians can gauge public sentiment, address concerns promptly, and strengthen citizen-government relationships. AI-driven chatbots are available 24/7, making government services more accessible and responsive.</p>\r\n
    <h2>6. A New Era of Effective Governance and Citizen Empowerment</h2>\r\n
    <p><img src="/images/articles/global-economy/5_Key_Performance_Indicators_for_Data_and_Analytics.png" alt="5 Key Performance Indicators for Data and Analytics" width="600" height="398" /></p>\r\n
    <p>By harnessing the power of AI-driven analytics, politicians can gain deeper insights into the electorate, optimize their campaigns, and craft evidence-based policies to tackle societal challenges. However, the ethical use of AI data science in politics is crucial to ensure privacy, security, and transparency. As we move forward, striking the right balance between technological advancements and ethical considerations will be key to reaping the full benefits of AI in shaping the future of <a href="https://www.gdi.manchester.ac.uk/research/groups/politics-governance-management/" target="_blank" rel="noopener">politics and governance</a>.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1699562160 {#1145
    date: 2023-11-09 20:36:00.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1699565910 {#1150
    date: 2023-11-09 21:38:30.0 UTC (+00:00)
  }
  -deletedAt: null
  -category: App\Entity\Category {#445 …}
  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 2603
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1699562160 {#1148
    date: 2023-11-09 20:36:00.0 UTC (+00:00)
  }
  -metakey: "AI Data Science: A Game-Changer in Modern Politics"
  -metadesc: "In the digital age, politics and data are inseparable bedfellows."
  -robots: null
  -publishedAt: DateTime @1699562160 {#1147
    date: 2023-11-09 20:36:00.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = 0c2e74)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"404e69"

CookieController :: renderCookie (token = ab4039)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"3d8321"