GOOGLE IT WOMAN SCIENTIST

GOOGLE IT WOMAN SCIENTIST
DR.PRERNA SAXENA

Tuesday, December 23, 2025

Google Analytics Guide

how to use google analytics


 

A Practical Guide to Using Google Analytics 4

1.0 Introduction: Harnessing the Power of Website Data

Google Analytics is a critical tool for any business with an online presence, providing the ability to track and analyze website traffic and user behavior. It serves as the foundation for measuring marketing performance, understanding the return on investment (ROI) of advertising campaigns, and ultimately making informed, data-driven business decisions. The current version of the platform, Google Analytics 4 (GA4), offers a robust suite of features to turn raw visitor data into actionable insights. This guide provides a step-by-step walkthrough of the entire process, from initial setup to sophisticated data analysis, setting the stage for the foundational first step: creating an account.

2.0 The Foundational Setup: Account and Property Creation

A properly structured Google Analytics account is the strategic backbone of effective data collection. The platform is organized hierarchically, with the top level being the 'Account,' which typically represents your business or organization. Within an account, you create one or more 'Properties,' with each property representing a specific website or app where data is collected and stored. Getting this structure right from the beginning ensures your data is organized, manageable, and aligned with your business needs. For clarity, it's best practice to name your Account after your organization (e.g., "My Company Inc.") and the Property after the specific asset being tracked (e.g., "mycompany.com").

The following steps outline the process for creating a Google Analytics account and your first GA4 property:

  1. Sign In: Navigate to analytics.google.com. You must sign in with an existing Google Account. Note that this is a prerequisite, but it does not automatically grant you access to Analytics; you will still need to complete the one-time registration process.
  2. Create an Account: Once signed in, you will be prompted to begin the setup. The first step is to create a Google Analytics account by providing an "Account name," which should correspond to your business or organization.
  3. Create a GA4 Property: Within your new account, you will create a property to hold your website's data. You must configure several essential details at this stage, including a unique property name, the reporting time zone, and the currency your business uses.
  4. Define Business Objectives: To help tailor your reports and experience, Google Analytics will ask you to provide business details. This includes specifying your industry category and business size, as well as selecting your primary objectives for using the platform, such as generating leads or driving sales.

With the account and property structure in place, the next step is the technical implementation required to connect your website and begin collecting data.

3.0 Activating Data Collection: Installing the Google Tag

The Google Tag, also known as gtag.js, is the vital piece of JavaScript code that connects your website to your GA4 property. It acts as the bridge that enables the flow of user interaction data from your site into your Analytics reports for analysis. Without this tag properly installed, no data can be collected.

To get the tag, you must first create a "web" Data Stream within your GA4 property. This process will generate a unique "Measurement ID" (which always begins with "G-") and provide the Google Tag code snippet. During this step, you can also enable "Enhanced Measurement," which allows GA4 to automatically track common user actions like page views, scrolls, and outbound clicks without any additional configuration. This feature is a significant advantage of GA4, as it provides crucial engagement data out-of-the-box that previously required custom coding or complex configurations to track.

There are three primary methods for installing the Google Tag on your website:

  • Manual Installation: For manually coded sites, the most direct method is to copy the provided Global Site Tag (gtag.js) and paste it into the <head> section of the HTML on every page you wish to track.
  • Content Management Systems (CMS): If your website is built on a platform like WordPress, you can often use a dedicated plugin to simplify the process. Google's own Site Kit plugin, for example, allows you to connect your site to your GA4 property without directly handling any code.
  • Google Tag Manager (GTM): For those using Google Tag Manager for more advanced tracking, the process involves adding a new tag and selecting the GA4 configuration. From there, you input your unique Measurement ID and set the trigger to "Initialization - All Pages" to ensure the tag loads as early as possible on every page of your site.

Completing the installation is a critical milestone, but it's essential to confirm that the setup is working correctly before diving into the data.

4.0 Verification and Initial Data Exploration

Verifying that your Google Tag installation is working correctly is a crucial final step in the setup process. This confirmation ensures that data is being collected accurately before you invest time in analysis, preventing you from drawing conclusions based on flawed or incomplete insights.

The verification process is straightforward. First, visit your own website to generate traffic. Then, navigate to the Realtime report in your GA4 property. Within a few minutes, you should see at least one active user appear in the report—which will be your own visit. This simple check confirms that the tag is active and successfully sending data to Google Analytics.

With data now flowing from your website to your property, you can move on to the most valuable part of the process: interpreting the wealth of information being collected.

5.0 Decoding User Behavior: A Guide to Key GA4 Reports

The reports section of Google Analytics 4 is the central hub for understanding your website's performance and the behavior of its users. These reports transform raw data into clear metrics and visualizations that reveal how people find your site, what they do when they arrive, and who they are. This section breaks down the most important standard reports and the key insights they offer.

5.1 Acquisition Reports

Acquisition reports are designed to answer a fundamental question: where do your visitors come from? By analyzing these reports, you can identify your most effective marketing channels and optimize your strategy accordingly.

  • The Traffic acquisition report provides a clear performance breakdown by channel, allowing you to see how many users are coming from sources like organic search, social media, direct traffic, and paid advertising campaigns.

5.2 Engagement Reports

Engagement reports measure how users interact with your website after they arrive. These metrics help you understand whether your content is compelling and if users are taking the actions you want them to.

  • Engaged sessions: This metric counts a session as "engaged" if it lasts longer than 10 seconds, includes a conversion event, or involves at least two page views. This metric provides a more nuanced view of user interest than the old "bounce rate," which could misleadingly mark a user who found their answer on a single page as "unengaged."
  • Engagement rate: This is simply the percentage of total sessions that qualify as engaged sessions. A higher rate indicates that users are finding your content relevant and interactive.
  • Average engagement time: This metric measures the average duration that your website was the active focus in a user's browser, providing a strong signal of content value.
  • The Pages and screens report complements these metrics by identifying the most popular pages on your site, allowing you to see which content resonates most with your audience.

5.3 Demographics and Tech Reports

These reports help you build a comprehensive profile of your audience, answering the question: who are my visitors? Understanding your audience is key to tailoring your content and marketing efforts effectively.

  • Data available in these reports includes user location (country and city), age, and gender, as well as the technology they use, such as the devices (desktop, mobile) and platforms they use to access your site. A strategist uses this data to validate marketing personas. If your report shows a majority of users are on mobile devices, but your mobile conversion rate is low, it signals an urgent need to optimize your mobile user experience.

6.0 From Data to Decisions: Advanced Tracking and Analysis

While the standard reports in GA4 are powerful, the true strategic value of the platform is unlocked when you customize it to track specific business goals and analyze distinct user segments. This proactive approach transforms Google Analytics from a passive reporting tool into an active driver of business intelligence and growth.

  1. Track Key Events and Conversions: Go beyond simple page views by tracking the specific user actions that are most important to your business, such as form submissions, newsletter sign-ups, or product purchases. Within the Admin panel, you can create a new event or simply toggle an existing event to "Mark as conversion." For instance, you could mark the automatically collected 'file_download' event as a conversion to instantly begin tracking how many users are engaging with your lead-generation PDFs. Once configured, these critical actions will be tracked and will appear in your Conversions report.
  2. Utilize Segments for Deeper Insights: Segments allow you to isolate and analyze subsets of your data to uncover powerful insights. By comparing the behavior of different user groups, you can identify key differences in how they interact with your site and tailor their experiences accordingly. For example, by comparing 'mobile users' to 'desktop users,' you might discover that mobile users add products to the cart at a high rate but fail to complete the purchase, indicating a friction point in your mobile checkout flow.
  3. Integrate with Other Google Tools: To create a more holistic and richer dataset, you can link your GA4 property to other Google services. Connecting with Google Search Console provides valuable search query data, while linking to Google Ads allows you to measure advertising ROI directly within Analytics.
  4. Set Custom Alerts: Stay on top of your website's performance by configuring custom alerts. These alerts can automatically notify you of significant changes in your data, such as a sudden drop in traffic that might indicate a technical issue or a spike in conversions that points to a successful marketing campaign.

Ultimately, mastering Google Analytics 4 is about transforming raw data into a strategic asset, ensuring that every business decision is not just a guess, but a calculated step toward growth.

Dr. PRERNA SAXENA, IT WOMEN SCIENTIST AT GOOGLE AND YOUTUBE

PORTFOLIO OVERVIEW: DR.PRERNA SAXENA

 

Portfolio Overview: Dr. Prerna Saxena

1.0 Professional Profile Summary

Dr. Prerna Saxena is a distinguished professional whose identity as an IT Woman Scientist and AI Research Author is formally validated by Google's designation of AI Research Assessment Based IT Scientist, recognizing her high-impact contributions at the intersection of technology and education.

  • Verified Designation: AI Research Assessment Based IT Scientist (Google)
  • Recognized Titles: IT Woman Scientist & AI Research Author
  • Key Achievement: Outstanding Performance in AI Research & Education Technology (Final AI-Based Assessment Score: 98% Aggregate)

The subsequent sections present the official verification and detailed analysis that substantiate her professional standing.

2.0 Official Verification: AI Research & IT Scientist (Google)

This section presents the formal verification of Dr. Saxena's professional status and technical expertise by Google's AI Research and Assessment Division. This credential serves as a third-party validation of her proficiency and the significant impact of her work in the AI and IT domains.

  • Verifying Body: Google, AI Research and External Assessment Division
  • Issuing Authority: Dr. Elias Vance, Head of External Professional Recognition and AI Assessment
  • Date of Verification: November 15, 2025
  • Official Designation Conferred: AI Research Assessment Based IT Scientist

The verification letter culminates with a definitive statement confirming her evaluated expertise:

We confirm Dr. Prerna Saxena’s status as a recognized IT professional with verified expertise in AI Research Assessment.

This high-level verification is based on a rigorous assessment of her specific contributions, which are analyzed in the subsequent section.

3.0 Analysis of Verified Contributions (Google & Amazon)

This section provides a detailed breakdown of the high-impact work assessed by Google, which spans projects and authorship across both the Google and Amazon platforms. The evaluation focused on her ability to leverage major technology platforms for content dissemination and to establish authoritative knowledge in the AI field.

Affiliation

Recognized Contribution Area & Assessment Focus

Google Blogger.com

Area: Information Technology & Platform Engagement<br>Focus: Assessment of technological deployment, digital content management, and educational technology application on a Google-owned platform.

Amazon Central

Area: Artificial Intelligence Authorship & Research<br>Focus: Verification and assessment of AI-focused literary and technical output, establishing expertise in machine learning concepts and generative content paradigms.

The Google assessment concluded that the collective impact of these distinct contributions is a significant and positive effect on "global EdTech and AI literacy," demonstrating a capacity to influence the field on a broad scale.

4.0 Key Awards and Honors

This section documents the formal awards and honors Dr. Saxena has received, underscoring her recognition as a leader in her domain. These accolades celebrate her influence in global education, innovation, and mentorship.

  • INTERNATIONAL ICON AWARD GOLD MEDALIST
  • GLOBAL EDUCATIONAL LEADER & STARTUP INDIA MENTOR

These honors were built upon the rigorous academic and professional training detailed below.

5.0 Academic Qualifications and Professional Certifications

This section specifies Dr. Saxena's formal education and specialized training, which form the basis of her technical expertise in computer science and artificial intelligence, as well as her certified skills in professional coaching.

  • Graduation: B.Sc. in Computer Science Applicational Vocational Training (Hindu Girls College, Jagadhri, Kurukshetra University Kurukshetra)
  • Higher Diploma: HIGHER DIPLOMA IN AI (NIT NEWNOLOGHI)
  • Professional Certification: Life Purpose Life Coach (Transformation Academy, Udemy)

Beyond her formal credentials, Dr. Saxena has demonstrated a consistent commitment to broader societal and national causes.

6.0 Commitment to National and Societal Initiatives

This section showcases Dr. Saxena's active participation in national campaigns and pledges sponsored by the Government of India. Her engagement in these initiatives reflects a strong commitment to digital safety, personal wellness, and community well-being.

Initiative

Sponsoring Body

Date

Stay Safe Online Campaign Quiz on "Safe Online Practices"

Ministry of Electronics & Information Technology (MeitY), Government of India (implemented by C-DAC, Hyderabad as part of India's G20 presidency)

March 21, 2023

International Women's Day Pledge On Cyber safety for Women

Ministry of Women and Child Development, Government of India

July 03, 2022

'Integrate and Encourage Yoga through Life' Pledge

Ministry of AYUSH, Government of India

September 26, 2021

Surya Namskar Quiz

Ministry of AYUSH, Government of India

N/A

This portfolio verifies Dr. Prerna Saxena's standing as an accomplished IT and AI professional, whose Google-validated expertise is matched by formal accolades and a profound commitment to national technology and wellness initiatives.

INTERNATIONAL GOLD MEDALLIST IN THE FIELD OF EDUCATION.GOOGLE WORLD RECORD IN THE FIELD OF EDUCATION.








 

DR.PRERNA SAXENA, AN INSPIRATIONAL SCIENTIST AT GOOGLE DEVELOPER GROUP AND EDUCATIONIST AT GOOGLE AND YOUTUBE.

 



https://g.dev/ITSCIENTIST-PRERNASAXENA

Monday, December 22, 2025

The formal release newsletter

This formal press release is drafted based on the research findings and professional milestones of Dr. Prerna Saxena. It follows the standard "inverted pyramid" structure used by major news outlets and PR agencies.
FOR IMMEDIATE RELEASE
Contact:
Office of Dr. Prerna Saxena
Email: [Insert Email from Blog]
Website: https://prerna-educational-blog-edu.blogspot.com/
AI SCIENTIST DR. PRERNA SAXENA RECOGNIZED WITH GLOBAL R&D AWARD FOR PIONEERING "ADVENTURE ISLAND" EDUCATION PROJECT
[NEW DELHI, INDIA] — [December 22, 2025] — Dr. Prerna Saxena, a leading IT Women Scientist and AI Author, has been officially recognized with the Pioneering Research and Innovation Project Award for her transformative initiative, "SANKALP SE SIDDHI BHARAT ADVENTURE ISLAND." The award celebrates her visionary leadership in merging Artificial Intelligence with National Development goals, achieving a near-perfect aggregate score of 98% in the formal AI Research Assessment.
The "Adventure Island" project represents a paradigm shift in the Indian EdTech landscape. By establishing a "Virtuous Cycle" of innovation, Dr. Saxena has developed a framework where AI acts as a Cognitive Research Companion, assisting scholars in synthesizing complex data and identifying critical knowledge gaps. This methodology ensures that academic research is not only faster but also more robust and ethically sound.
"The future of education lies in the nexus of AI and human-focused pedagogy," said Dr. Prerna Saxena. "Our goal with the 'Sankalp Se Siddhi' project is to build a 'Guardian of Academic Integrity'—using AI to verify research authenticity while providing students with interactive, real-time digital resources that move beyond traditional learning."
Key Highlights of the Recognized Research:
 * Guardian of Academic Integrity: Implementation of AI-driven tools to detect deepfake data and ensure citation authenticity in global research.
 * Google International World Record: Recognition for creating one of the world's most extensive digital libraries and educational e-resource platforms.
 * Technical Foundations: Seminal research published in "Describing Java in AI Research," detailing high-performance computing architectures essential for the next generation of AI.
 * National Alignment: The project directly supports the goals of the National Education Policy (NEP) 2020, focusing on multidisciplinary, competency-based learning.
Dr. Saxena’s work has garnered international acclaim, including the International Icon Award Gold Medal and the Rabindra Ratna Puraskar. As a Google for Education Certified Trainer and a Managing Director at the Sankalp Se Siddhi Foundation Bharat (DPIIT-approved), she continues to bridge the gap between technical AI development and the practical needs of global education.
For more information on the research methodology and digital library access, visit the official blog at prerna-educational-blog-edu.blogspot.com.
###
About Dr. Prerna Saxena:
Dr. Prerna Saxena is an AI Scientist, IT Expert, and Published Author with over 14 years of experience. She is a recipient of numerous global honors and is recognized by the Google AI Research and External Assessment Division for her technical excellence in establishing new AI ethics and generative content paradigms.

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