Arif The Analyst

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Arif The Analyst

Economic Analyst | financial Analyst | Data Scientist | SQL | Python

https://www.youtube.com/

03/08/2025

Celebrating my 4th year on Facebook. Thank you for your continuing support. I could never have made it without you. 🙏🤗🎉

24/03/2025

EXCEL HACK! Insert a range of values in seconds!

19/03/2025

𝐒𝐭𝐞𝐩-𝐛𝐲-𝐒𝐭𝐞𝐩 𝐆𝐮𝐢𝐝𝐞 𝐭𝐨 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐚 𝐏𝐨𝐰𝐞𝐫 𝐁𝐈 𝐒𝐚𝐥𝐞𝐬 𝐃𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝
𝙎𝙩𝙚𝙥 1: 𝙄𝙢𝙥𝙤𝙧𝙩 𝘿𝙖𝙩𝙖
Load data from sources like Excel, CSV, or SQL into Power BI.
𝑺𝒕𝒆𝒑 2: 𝑫𝒂𝒕𝒂 𝑴𝒐𝒅𝒆𝒍𝒊𝒏𝒈 & 𝑹𝒆𝒍𝒂𝒕𝒊𝒐𝒏𝒔𝒉𝒊𝒑𝒔
Define relationships between tables (one-to-many) for efficient data flow.
𝑺𝒕𝒆𝒑 3: 𝑪𝒓𝒆𝒂𝒕𝒊𝒏𝒈 𝑽𝒊𝒔𝒖𝒂𝒍𝒊𝒛𝒂𝒕𝒊𝒐𝒏𝒔
𝑯𝒆𝒓𝒆 𝒂𝒓𝒆 𝒕𝒉𝒆 𝒌𝒆𝒚 𝒄𝒉𝒂𝒓𝒕𝒔 𝒊𝒏𝒄𝒍𝒖𝒅𝒆𝒅 𝒊𝒏 𝒕𝒉𝒆 𝒅𝒂𝒔𝒉𝒃𝒐𝒂𝒓𝒅:
1️⃣ Line Chart – Sum of Profit & Sales by Year
X-axis: Year | Y-axis: Profit & Sales
Trend: Shows growth trends over the years.
2️⃣ Line Chart – Sum of Profit & Sales by Month
X-axis: Month | Y-axis: Profit & Sales
Trend: Displays monthly variations in profit and sales.
3️⃣ Stacked Percentage Chart – Profit % Contribution by Year
Formula: (SUM(Profit) / SUM(Sales)) * 100
Trend: Highlights how profit contributes to total sales yearly.
4️⃣ Stacked Area Chart – Sales by Month & Category
Categories: Furniture, Office Supplies, Technology
Trend: Shows category-wise sales trends over months.
5️⃣ Stacked Area Chart – Profit by Month & Category
Aggregation: SUM(Profit) by Category
Trend: Analyzes profitability across different product categories.
𝑺𝒕𝒆𝒑 4: 𝑫𝒂𝒔𝒉𝒃𝒐𝒂𝒓𝒅 𝑭𝒐𝒓𝒎𝒂𝒕𝒕𝒊𝒏𝒈 & 𝑬𝒏𝒉𝒂𝒏𝒄𝒆𝒎𝒆𝒏𝒕𝒔
✅ Adjust background colors & text for better readability
✅ Enable tooltips & slicers for interactivity
✅ Optimize report performance

Would love to hear your thoughts! Have you built similar dashboards in Power BI? Drop your insights in the comments!

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14/03/2025

𝐒𝐭𝐞𝐩-𝐛𝐲-𝐒𝐭𝐞𝐩 𝐆𝐮𝐢𝐝𝐞 𝐭𝐨 𝐂𝐫𝐞𝐚𝐭𝐢𝐧𝐠 𝐚 𝐒𝐚𝐥𝐞𝐬 𝐑𝐞𝐩𝐨𝐫𝐭 𝐔𝐬𝐢𝐧𝐠 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬
In this guide, I’ll walk you through each step to create an annual sales report for Vrinda Store’s 2022 data, which you can apply to any business.

𝑺𝒕𝒆𝒑 1: 𝑫𝒆𝒇𝒊𝒏𝒆 𝒕𝒉𝒆 𝑶𝒃𝒋𝒆𝒄𝒕𝒊𝒗𝒆 𝒐𝒇 𝒕𝒉𝒆 𝑺𝒂𝒍𝒆𝒔 𝑹𝒆𝒑𝒐𝒓𝒕
Objective: "𝑨𝒏𝒂𝒍𝒚𝒛𝒆 2022 𝒔𝒂𝒍𝒆𝒔 𝒅𝒂𝒕𝒂 𝒕𝒐 𝒖𝒏𝒅𝒆𝒓𝒔𝒕𝒂𝒏𝒅 𝒄𝒖𝒔𝒕𝒐𝒎𝒆𝒓 𝒃𝒆𝒉𝒂𝒗𝒊𝒐𝒓 𝒂𝒏𝒅 𝒐𝒑𝒕𝒊𝒎𝒊𝒛𝒆 𝒔𝒕𝒓𝒂𝒕𝒆𝒈𝒊𝒆𝒔 𝒇𝒐𝒓 2023 𝒈𝒓𝒐𝒘𝒕𝒉."
🔹 Why This Matters:
Helps in decision-making (marketing, inventory, pricing).
Identifies key sales trends and customer patterns.
Improves future sales strategies.
𝑺𝒕𝒆𝒑 2: 𝑪𝒐𝒍𝒍𝒆𝒄𝒕 & 𝑷𝒓𝒆𝒑𝒂𝒓𝒆 𝒕𝒉𝒆 𝑫𝒂𝒕𝒂
her data from:
✅ Sales transactions (date, amount, customer details, product details).
✅ Customer demographics (age, gender, location).
✅ Order status (completed, returned, canceled).
✅ Sales channels (online, offline, third-party platforms).

Data Cleaning & Formatting:
Remove duplicates and missing values.
Standardize date formats (YYYY-MM-DD).
Ensure numeric values (sales, revenue) are consistent.
Use unique IDs for orders and customers.

𝑺𝒕𝒆𝒑 3: 𝑰𝒅𝒆𝒏𝒕𝒊𝒇𝒚 𝑲𝒆𝒚 𝑴𝒆𝒕𝒓𝒊𝒄𝒔 & 𝑲𝑷𝑰𝒔
📊 Primary Sales KPIs:
✅ Total Sales Revenue: Sum of all sales transactions.
✅ Number of Orders: Total orders placed.
✅ Average Order Value (AOV): Total Sales / Total Orders.
✅ Monthly Sales Trends: Sales breakdown by month.
✅ Customer Segmentation: Sales by gender, age group, or region.
✅ Sales by Category: Which products performed best?
✅ Return Rate: Percentage of orders returned.
✅ Sales by Channel: Online vs. retail store performance.

𝑺𝒕𝒆𝒑 4: 𝑪𝒓𝒆𝒂𝒕𝒆 𝑽𝒊𝒔𝒖𝒂𝒍𝒊𝒛𝒂𝒕𝒊𝒐𝒏𝒔 𝒕𝒐 𝑨𝒏𝒂𝒍𝒚𝒛𝒆 𝑻𝒓𝒆𝒏𝒅𝒔
Best Visualization Techniques for Sales Reports:
📈 Line Chart → To show monthly sales trends over time.
📊 Bar Chart → To compare sales by category or region.
🟢 Pie Chart → To display customer demographics (gender, age group).
🗺 Map Visualization → To analyze sales distribution by location.
💲 KPI Cards → To highlight Total Sales, Orders, & Revenue.

𝑺𝒕𝒆𝒑 5: 𝑨𝒏𝒔𝒘𝒆𝒓 𝑲𝒆𝒚 𝑩𝒖𝒔𝒊𝒏𝒆𝒔𝒔 𝑸𝒖𝒆𝒔𝒕𝒊𝒐𝒏𝒔 𝒘𝒊𝒕𝒉 𝑫𝒂𝒕𝒂.
1️⃣ Which month had the highest sales?
2️⃣ Who purchased more – men or women?
3️⃣ Which products were bestsellers?
4️⃣ Which states contributed the most to sales?
5️⃣ What is the return rate?

𝑺𝒕𝒆𝒑 6: 𝑪𝒓𝒆𝒂𝒕𝒆 𝒂 𝑭𝒊𝒏𝒂𝒍 𝑹𝒆𝒑𝒐𝒓𝒕 & 𝑺𝒉𝒂𝒓𝒆 𝑰𝒏𝒔𝒊𝒈𝒉𝒕𝒔
Report Structure:
1️⃣ Executive Summary – Key takeaways from the sales analysis.
2️⃣ Sales Performance Overview – Total revenue, orders, and growth trends.
3️⃣ Customer Behavior Insights – Gender, age, location-based segmentation.
4️⃣ Sales Channels Comparison – Online vs. retail store performance.

14/10/2024

Here's a step-by-step explanation to help you create or update your resume based on the one provided:

1. Personal Information (Header Section)
What to include:
Name
Phone Number
Email Address
LinkedIn Profile (optional but recommended for professional visibility)
Optional: A link to an online portfolio or website if applicable.

2. Education
What to include:
List your most recent education first (reverse chronological order).
Mention your degree, institution, location, and dates attended.
Optional: Include relevant coursework, awards, or honors.

3. Professional Experience
What to include:
Job title, organization name, location, and dates.
List your achievements, not just responsibilities (quantify them if possible).
Use bullet points and action verbs (e.g., "analyzed," "developed," "managed").

4. Academic Projects
What to include:
List any relevant projects or internships you’ve completed during your academic career.
Provide a brief description of the project and your role.
Include measurable results if available.

5. Extracurricular & Volunteer Experience
What to include:
Volunteer activities, societies, and leadership roles outside your academic/professional life.
Highlight transferable skills like leadership, communication, or community engagement.

6. Honors and Awards
What to include:
List scholarships, recognitions, and awards relevant to your academic and professional growth.
Include the date you received the award.

7. Additional Information
What to include:
Mention any technical skills, languages spoken, or certifications.
List them in bullet points for easy reading.

General Tips for Formatting:
Font and size: Use a professional font like Arial or Times New Roman, size 10-12.
Sections: Use clear section headings (e.g., Education, Experience, Skills) and make sure they stand out.
Bullet points: Use them to make the resume easy to scan.
Consistency: Ensure consistency in date formats, font sizes, and layout.

26/09/2024

Attended the International Conference on Navigating Pakistan's Climate Action Path: Adaptation, Finance, and Technology organized by in collaboration with , where experts discussed strategies for climate mitigation and indigenous adaptation solutions for Pakistan. It was insightful to hear from ehman Dr. Muhammad Faisal Ali, Aisha Khan Khan, Dr mazhar Hayat, Dr. Samuel Rizk, and Mr. Jamil Ahmad about the urgent actions needed to address climate change in our region

16/09/2024

Data distribution

11/09/2024

The total area of Gilgit-Baltistan is 72,496 sq km, with diverse land distribution across its divisions and districts. The region is divided into three divisions and ten districts: Diamer-Astore Division, covering 12,645 sq km; Baltistan Division, spanning 29,016 sq km; and Gilgit Division, encompassing 30,835 sq km.

According to the G-B Agriculture Census 2010, the cultivated area covers 3,939 sq km, with 894 sq km of cropped land and 3,045 sq km designated as cultivable waste.
Source: GoGB

Follow for more.

27/08/2024

Interview Schedule or Guide are the formats used in field work to collect qualitative data.

02/08/2024

Strawberry AI project is focused on improving AI's problem-solving skills, making strides towards achieving Artificial General Intelligence (AGI). This involves the AI's ability to plan, reason, and conduct research similar to human capabilities. Reports suggest that Strawberry incorporates techniques such as "chain-of-thought" prompting, where the AI is trained to explain its reasoning process, potentially allowing it to self-improve over time by generating and refining its own data.

16/06/2024

As we celebrate Eid ul-Adha, let us reflect on the principles of sacrifice, sharing, and community. Just as this blessed occasion reminds us of the value of giving and compassion, may we strive to build an economy rooted in fairness, equity, and collective prosperity. Wishing everyone a joyous and prosperous Eid ul-Adha. May this festive season bring growth, stability, and harmony to our lives and the world economy.

13/06/2024

Financial terms that you need to know.

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