GeoIQ’s Post

🚀 Thrilled to share my journey as a Data Science Intern at PRASUNET Pvt. Ltd.! I dived headfirst into the exciting world of Data Science, and what a ride it has been! 🎢 Tackling real-world data challenges, building predictive models, and collaborating with an inspiring team pushed my skills to the next level. 💻✨ One of the best parts is Every day brought a new learning experience, whether it was refining algorithms, interpreting insights, or simply brainstorming with brilliant minds. 🌐 The internship truly strengthened my passion for data, and I'm even more motivated to keep growing in this dynamic field! A huge shoutout to my mentors and teammates at PRASUNET for their constant support and guidance. 🙌 The experience has been nothing short of transformative, and I'm eager to see where this path takes me next! 💡 Let’s connect if you share a love for Data Science, AI, and Machine Learning! 🚀 #DataScience #AI #MachineLearning #TechJourney #InternshipExperience #GrowthMindset #BigData #WomenInTech #PRASUNET #CareerDevelopment #LearningNeverStops #Innovation #DataDriven

Cognifyz Technologies Hello LinkedIn Family! I completed my internship that is assigned by Cognifyz Technologies in PowerBI. Key Points :- Task-1: Data Exploration and Summary:- Explored 40 investment avenues, 3 non-investment,Avg investor age: 27.80. Savings objectives are 13 for healthcare, 3 for education. 24 for retirement Task-2 : Gender-based Analysis:- 25 Males, 15 Females are invested in equity, mutual funds, and government bonds as well. Male investments: Gov. bonds (121). Equity (89), Mutual funds (61). Female investments: Equity (50), Mutual funds (41),Gov. bonds (65). Task-3 : Objective Analysis:- postive linear relation between savings objective and investment avenues. Equity, fixed deposits, and mutual funds for capital appreciation. Mutual funds that are required for capital appreciation. Task-4 : Investment Duration and Frequency:- Investing duration: 3-5 years, mostly on amonthly basis. Task-5 : Reasons Of Investment:- Mutual funds have better returns. Equity have capital appreciation. Bonds for assured returns. Fixed deposits are risk-free investment. Task-6 Sources Of Information:- Newspapers for equity, financial consultants for FD, mutual funds, and PPF. Task-7 Combined Insights into a Dashboard:- Consolidated insights into a comprehensive dashboard #cognifyztechnologies #cognifyz #cognifyztech #powerbi #powerbidashboard

Excited to have contributed as a Business Analyst Intern at Cognifyz Technologies where I analyzed investment behavior and preferences, providing valuable insights for the financial sector. Here are some valuable business insights. 1.Gender Distribution: Insight: The dataset consists of 25 males and 15 females, indicating a higher representation of males in the investment analysis. 2.Mean, Median, and Standard Deviation for Numerical Columns Insight: The mean age is 27.8 years, with a median of 27 years and a standard deviation of 3.56 years, suggesting a relatively young demographic with moderate age variation. Other investment avenues show similar patterns. 3.Most Preferred Investment Avenue: Insight: The most preferred investment avenue is 'Yes,' indicating a positive trend towards investment opportunities. 4. Top Reasons for Investment Choices : Insight: Capital appreciation, assured returns, and better returns are the top reasons for investment choices, indicating a focus on financial growth and security. 5.Savings Objectives:+ Insight: Retirement planning and healthcare are the most common savings objectives, highlighting a focus on long-term financial security and well-being. 6.Common Sources of Investment Information: Insight: Financial consultants, newspapers, and magazines are the most common sources of investment information, indicating a reliance on professional advice and traditional media for investment decisions. 7.Investment Duration Distribution : Insight: The most common investment duration is 3-5 years, followed by 1-3 years, suggesting a preference for mid-term investment strategies. 8. Average Investment Duration: Insight: The average investment duration is 2.05 years, indicating a tendency towards relatively short to mid- term investment commitments. 9.Expectations from Investments: $ Insight: Most participants expect returns in the range of 20%-30%, reflecting realistic yet optimistic return expectations from their investments. 10.Correlation Matrix: Insight: There is a correlation of 1.0 for age with itself, indicating no relationship with other variables, which may suggest age independence in investment choices. #bussinessanalysts #intern #cognifyz #cognifyztechnologies #happylearning Smriti Verma Snehal Patel Dr. Anup Ranade

Excited to have contributed as a Business Analyst Intern at Cognifyz Technologies where I analyzed investment behavior and preferences, providing valuable insights for the financial sector. Here are some valuable business insights. 1.Gender Distribution 🚹🚺🚻: Insight: The dataset consists of 25 males and 15 females, indicating a higher representation of males in the investment analysis. 2.Mean, Median, and Standard Deviation for Numerical Columns 📟🛅: Insight: The mean age is 27.8 years, with a median of 27 years and a standard deviation of 3.56 years, suggesting a relatively young demographic with moderate age variation. Other investment avenues show similar patterns. 3.Most Preferred Investment Avenue:🌇 Insight: The most preferred investment avenue is 'Yes,' indicating a positive trend towards investment opportunities. 4. Top Reasons for Investment Choices📊📈💹: Insight: Capital appreciation, assured returns, and better returns are the top reasons for investment choices, indicating a focus on financial growth and security. 5.Savings Objectives:👨⚕️🏥 Insight: Retirement planning and healthcare are the most common savings objectives, highlighting a focus on long-term financial security and well-being. 6.Common Sources of Investment Information:🗞️📰🏙️ Insight: Financial consultants, newspapers, and magazines are the most common sources of investment information, indicating a reliance on professional advice and traditional media for investment decisions. 7.Investment Duration Distribution⌛⏳: Insight: The most common investment duration is 3-5 years, followed by 1-3 years, suggesting a preference for mid-term investment strategies. 8.Average Investment Duration:🌐🗓️ Insight: The average investment duration is 2.05 years, indicating a tendency towards relatively short to mid-term investment commitments. 9.Expectations from Investments:💱💲 Insight: Most participants expect returns in the range of 20%-30%, reflecting realistic yet optimistic return expectations from their investments. 10.Correlation Matrix:📑 Insight: There is a correlation of 1.0 for age with itself, indicating no relationship with other variables, which may suggest age independence in investment choices. #businessanalysis #intern #cognifyz #cognifyztechnologies #happylearning

As part of my internship at Cognifyz Technologies, I've been assigned to examine investment patterns, focusing on duration and monitoring frequency. Task 4: Investment Duration and Frequency Objective: Analyze investment durations and monitoring frequencies. Methodology: - Holding Period Examination: I created bar charts to visualize investment duration trends. The data revealed a strong preference for medium to long-term investments. Specifically, 19 investors preferred 3-5 years duration, while 18 opted for 1-3 years. Very few chose short-term (less than 1 year) or very long-term (more than 5 years) investments. - Monitoring Frequency Study: I used a pie chart to analyze how often investors review their portfolios. The results showed a clear trend towards monthly monitoring, with 72.5% of investors checking their investments monthly. 17.5% preferred weekly checks, while only 10% monitored daily. Key Insights: 1. Investment Types: - Mutual funds are the most popular investment, with 18 participants. - Equity and Fixed Deposits follow with 10 and 9 participants respectively. - Public Provident is the least popular, with only 3 participants. 2. Investment Duration: - Most investments are medium to long-term. - 19 investors prefer 3-5 years duration. - 18 investors opt for 1-3 years duration. - Very few choose short-term (less than 1 year) or very long-term (more than 5 years) investments. 3. Investment Monitoring Frequency: - The majority (72.5%) monitor their investments monthly. 17.5% check weekly. - Only 10% monitor daily. 4. Risk and Time Horizon: - The preference for mutual funds and medium-term investments suggests a balanced approach to risk. - Few investors opt for very short or very long durations, indicating a preference for moderate time horizons. 5. Engagement Level: - The monthly monitoring preference suggests most investors are not overly active in managing their investments. This analysis provides valuable insights into investor behavior, which can inform future strategies and services in the financial sector. Tagging » Tagging Rishabh Mishra ,Shashank Singh 🇮🇳, Thodupunuri Bharath, Ayan Khan, Purva Phalak for better reach. #cognifyz #cognifyzTech #cognifyzTechnologies #DataAnalysis #DataVisualization #PowerBI #Dashboard #Report

Greetings everyone! 💫 I'm thrilled to share the Task 4 of my Power BI internship at Cognifyz Technologies TASK 4: Investment Duration & Frequency 🎯Objective: To analyze the durations of investments and the frequencies at which they are monitored. Steps that I followed:  1. Explored the investment monitoring frequencies and their impact on investment preferences.  2. Analyzed the distribution of investment durations and the frequencies  3. Developed insightful visualization and derived insights   📝 Insights:  ✅ Monthly monitoring is the most preferred monitoring frequency being used by 29 investors. Weekly monitoring was favoured by 7 investors, while daily monitoring was preferred by4 investors. ✅ Investments being 3-5 years is the most common and preferred being used by 19 investors, it I followed by 1-3 years of duration by 18 investors. However, the duration of more than 5 years and less than 1 year is less preferred. ✅ The most popular investment choice among investors is Mutual Funds being 18, followed by Equity being 10, Fixed Deposits being 9 and PPF being 3.   Cognifyz Technologies #cognifyztechnologies #cognifyz #cognifyztech #cognifyz #cognifyzTech #cognifyzTechnologies #powerbi #datavisualization

Hello Everyone, ► As part of my internship at Cognifyz Technologies, I conducted an in-depth analysis of the reasons why individuals choose to invest. ✨ 𝐓𝐚𝐬𝐤 𝟓 : Reasons of Investment ➡️𝐎𝐛𝐣𝐞𝐜𝐭𝐢𝐯𝐞 : To analyze and visualize the primary reasons driving investment decisions. ➡️ 𝐒𝐭𝐞𝐩𝐬 𝐈 𝐅𝐨𝐥𝐥𝐨𝐰𝐞𝐝 : ✤ 𝐓𝐫𝐞𝐧𝐝 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 : 𖧹 I Identified common reasons for investment, such as Better Returns, Fund Diversification, and Tax Benefits. 𖧹 Analyzed the dataset to find patterns and frequencies of these reasons. ✤𝐕𝐢𝐬𝐮𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧 : 𖧹 I Created detailed charts in Power BI to display the distribution and frequency of investment reasons. 𖧹 Visualized how investment durations and monitoring frequencies vary by reason. ➡️𝐊𝐞𝐲 𝐈𝐧𝐬𝐢𝐠𝐡𝐭𝐬 : ➤ 𝐁𝐞𝐭𝐭𝐞𝐫 𝐑𝐞𝐭𝐮𝐫𝐧𝐬 is the dominant reason for investment, indicating that investors are primarily motivated by high potential gains. ➤ 𝐅𝐮𝐧𝐝 𝐃𝐢𝐯𝐞𝐫𝐬𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 is also a significant reason, suggesting that investors are interested in spreading their risks across various assets. ➤𝐓𝐚𝐱 𝐁𝐞𝐧𝐞𝐟𝐢𝐭𝐬 is the least common reason, implying it is not a primary motivator for most investors in the dataset. 💠𝐈𝐧𝐯𝐞𝐬𝐭𝐦𝐞𝐧𝐭 𝐃𝐮𝐫𝐚𝐭𝐢𝐨𝐧 : ➤ The majority of investments, regardless of reason, are held for 3-5 years. ➤ A significant portion also prefers a 1-3 year duration. ➤ Very few investors hold investments for less than 1 year or more than 5 years. 💠𝐌𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠 𝐅𝐫𝐞𝐪𝐮𝐞𝐧𝐜𝐲 : ➤ Most investors prefer to monitor their investments monthly, indicating a preference for regular but not overly frequent oversight. ➤ Weekly and daily monitoring are less common, suggesting these are either less necessary or less feasible for most investors. ✨ These insights can help in understanding the primary motivations and behaviors of investors, which can be useful for financial planning and advising. » Tagging Shashank Singh 🇮🇳, Thodupunuri Bharath, Raghavan P to increase the reach of this post. ➡️ 𝐆𝐢𝐭𝐇𝐮𝐛 𝐑𝐞𝐩𝐨𝐬𝐢𝐭𝐨𝐫𝐲🔗 : https://lnkd.in/dq6g-MtU #DataAnalysis #PowerBI #DataVisualization #InternshipExperience #Cognifyz

Excited to share my first task as a Business Analyst Intern at Cognifyz Technologies! For my first challenge ( Level 1: Task 1 & Task 2) I dived into understanding data structures by overviewing the data and applying that knowledge to visualize gender distribution in a dataset. Data structures are the foundation of how data is stored and organized, making it easier to extract valuable insights. I worked with tools like pandas and plots to analyze the dataset and create a clear visualization of gender distribution.📊 The below video shows the processes and a clear explanation of how I performed the tasks step by step as required. See you in the next challenge! 🤭 #cognifyztechnologies #cognifyz #cognifyztech #DataAnalysis #DataVisualization #BusinessAnalyst #InternshipJourney #LearningByDoing

Hi everyone, As a part of 𝐏𝐨𝐰𝐞𝐫 𝐁𝐈 Internship at Cognifyz Technologies, I delved deeply into understanding where investors source their information. 𝐓𝐚𝐬𝐤 6: Source of Information ➡️𝐎𝐛𝐣𝐞𝐜𝐭𝐢𝐯𝐞: To analyze and visualize the various sources from which individuals gather investment information. ➡️𝐒𝐭𝐞𝐩𝐬 𝐈 𝐅𝐨𝐥𝐥𝐨𝐰𝐞𝐝: ✤ 𝐒𝐨𝐮𝐫𝐜𝐞 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 : 𖧹 I pinpointed common sources like Financial Consultants, Newspapers & Magazines, Television and Internet. 𖧹 Next, I analyzed the dataset to identify patterns and the prevalence of these reasons. ✤𝐈𝐧𝐬𝐢𝐠𝐡𝐭 𝐄𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧 : 𖧹 Financial consultants are the most trusted and frequently used source of investment information, with a count of 16. 𖧹 Newspapers and Magazines are a significant source of investment information, suggesting that a large portion of investors rely on traditional media for updates and insights into the financial markets.  𖧹 Television is used by a moderate number of investors for investment information.  𖧹 The Internet, despite its vast resources and accessibility, is the least used source among the four listed. Tagging Data Mentors for better reach: Thodupunuri Bharath Adithya Ram Parisa Munna Das Raghavan P Shashank Singh 🇮🇳 Hyderabad Data Analytics Community   #dataanalytics #powerbi #businessintelligence #cognifyz #cognifyztech #internshipexperience

Successfully completed task-6 at Cognifyz Technologies intership Task: Source of Information Objective: Analyze the sources from which individuals gather investment information. Steps: Source Analysis: Visualize where individuals get their investment information (e.g., Newspapers, Internet). Insight Extraction: Analyze which sources are most commonly relied upon by investors #cognifyz #cognitech #cognifyztechnologies