#Exploratory Data Analysis Techniques

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#Exploratory Data Analysis Techniques Reel by @jessramosdata (verified account) - Comment "project" for my full video that breaks each of these projects down in detail with examples from my own work. If you're using the Titanic, Ir
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@jessramosdata
Comment “project” for my full video that breaks each of these projects down in detail with examples from my own work. If you’re using the Titanic, Iris, or COVID-19 dataset for data analytics projects, STOP NOW! These are so boring and over used and scream “newbie”. You can find way more interesting datasets for FREE on public data sites and you can even make your own using ChatGPT or Claude! Here are the 3 types of projects you need: ↳Exploratory Data Analysis (EDA): Exploring a dataset to uncover insights through descriptive statistics (averages, ranges, distributions) and data visualization, including analyzing relationships between variables ↳Full Stack Data Analytics Project: An end-to-end project that covers the entire data pipeline: wrangling data from a database, cleaning and transforming it. It demonstrates proficiency across multiple tools, not just one. ↳Funnel Analysis: Tracking users or items move from point A to point B, and how many make it through each step in between. This demonstrates a deeper level of business thinking by analyzing the process from beginning to end and providing actionable recommendations to improve it Save this video for later + send to a data friend!
#Exploratory Data Analysis Techniques Reel by @sundaskhalidd (verified account) - Repost to share with friends ♻️ Here's how to become a data analyst in 2026 and beyond? 📈 The original video was 5 minutes long and I had to cut it d
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@sundaskhalidd
Repost to share with friends ♻️ Here’s how to become a data analyst in 2026 and beyond? 📈 The original video was 5 minutes long and I had to cut it down to 3 minutes because instagram. One part that got cut off was the job market. Should I post a part 2? what are other skills that would you add to the list?? #dataanalysis #dataanalyst #sql #python
#Exploratory Data Analysis Techniques Reel by @marytheanalyst - I won't be mad if you copy this entire roadmap… #dataanalyst #dataanalysis #dataanalytics #data #analyst #techjobs #breakintotech #wfh #workfromhome
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@marytheanalyst
I won’t be mad if you copy this entire roadmap… #dataanalyst #dataanalysis #dataanalytics #data #analyst #techjobs #breakintotech #wfh #workfromhome #wfhjobs #remotejobs #remotework #excel #sql #tableau #python
#Exploratory Data Analysis Techniques Reel by @digitalsamaritan (verified account) - 3 AI tools you need if you hate doing data analysis work! Of course, this is AI so please exercise critical thinking with AI generated reports or ana
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@digitalsamaritan
3 AI tools you need if you hate doing data analysis work! Of course, this is AI so please exercise critical thinking with AI generated reports or analysis #dataanalysis #aitools
#Exploratory Data Analysis Techniques Reel by @life.by.elliot - 1. QUALIFY + ROW_NUMBER() Lets you rank rows and filter results in the same query - perfect for grabbing the most recent or top record without subquer
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@life.by.elliot
1. QUALIFY + ROW_NUMBER() Lets you rank rows and filter results in the same query — perfect for grabbing the most recent or top record without subqueries. 2. LAG / LEAD Used to look at the previous or next row — great for comparing changes over time (day-over-day, month-over-month). 3. CTE (WITH clause) Creates a temporary, named query so you can break complex SQL into clean, readable steps. #data #analyst #dayinthelife #dadlife #sql
#Exploratory Data Analysis Techniques Reel by @askdatadawn (verified account) - FREE Data Analytics learning resources. Seriously, start here before paying for any courses. These are FREE & a great introduction for any skill you
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@askdatadawn
FREE Data Analytics learning resources. Seriously, start here before paying for any courses. These are FREE & a great introduction for any skill you want to learn. - SQL: https://www.youtube.com/watch?v=7S_tz1z_5bA - Excel: https://www.youtube.com/watch?v=pCJ15nGFgVg - Tableau: https://www.youtube.com/watch?v=aHaOIvR00So - Python: https://www.youtube.com/watch?v=LHBE6Q9XlzI #dataanalytics #dataanalyst #datascience #womenintech #aiengineering #techcareers
#Exploratory Data Analysis Techniques Reel by @ai_with_thiru (verified account) - Comment 'EDA' to get step by step guide. Exploratory Data Analysis. . . . Machine Learning, EDA, Data Analysis, Data Manipulation, ML Models . . #mlmo
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@ai_with_thiru
Comment 'EDA' to get step by step guide. Exploratory Data Analysis. . . . Machine Learning, EDA, Data Analysis, Data Manipulation, ML Models . . #mlmodels #eda #dataanalytics #machinelearning #datascience
#Exploratory Data Analysis Techniques Reel by @fitwit_krish (verified account) - Ep44- Stop learning everything!! Are you learning everything in data analytics?? that'sthe biggest mistake and the reason people stay stuck with out
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@fitwit_krish
Ep44- Stop learning everything!! Are you learning everything in data analytics?? that’sthe biggest mistake and the reason people stay stuck with out getting a job. Interviews don’t test random topics. They test specific skills. Right tools and project scenario based knowledge. As an experienced data analyst with over 8 years of experience i have created a detailed pdf from my data analyst journey on which topics needs to be covered. Which needs to be ignored. How to prepare your own project based portfolio. Answer questions with right tools and skill. Below are the details included in pdf. ✔️ What to learn (and what to skip) ✔️ Skills interviewers actually ask ✔️ Role-wise roadmap (Fresher → Job ready) ✔️ Project clarity + interview direction This is only for serious learners. Hence i made it as a paid one which costs a minimal fee. Follow and comment EP-44. I’ll send you the link directly. [data analytics, journey, road map, data analyst, jobs] #dataanalyst #journey #roadmap #skills #growth
#Exploratory Data Analysis Techniques Reel by @chrisoh.zip - The best projects serve a real use case Comment "data" for all the links and project descriptions #tech #data #datascience #ml #explore
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@chrisoh.zip
The best projects serve a real use case Comment “data” for all the links and project descriptions #tech #data #datascience #ml #explore
#Exploratory Data Analysis Techniques Reel by @she_explores_data - Python Data Visualization for Exploratory Analysis Good data analysis starts with asking the right questions, and visualization helps you answer them
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@she_explores_data
Python Data Visualization for Exploratory Analysis Good data analysis starts with asking the right questions, and visualization helps you answer them faster. This cheat-sheet style guide brings together essential Python visualization techniques used during exploratory data analysis. It covers patterns at a single-variable level, relationships between variables, multivariate insights, time-based trends, text exploration, and plot customization. These are the exact visual checks analysts rely on before modeling or reporting. Whether you work with business data, research datasets, or real-world production data, strong visuals help you spot outliers, understand distributions, compare categories, and communicate insights clearly. Save it for reference and revisit it whenever you start exploring a new dataset. [python,data visualization,exploratory data analysis,eda,matplotlib,seaborn,pandas,data analysis,analytics,data science,charts,plots,statistical analysis,univariate analysis,bivariate analysis,multivariate analysis,time series,text analysis,data insights,data storytelling,correlation,distribution,outliers,trend analysis,heatmap,scatter plot,box plot,violin plot,histogram,kde plot,regression plot,pair plot,data preparation,data workflow,python for analytics,data visualization best practices] #Python #DataVisualization #EDA #DataAnalysis #DataScience
#Exploratory Data Analysis Techniques Reel by @prernaa.py (verified account) - DATA ANALYTICS ROADMAP (0 → Job Ready) Reality check: You don't need coding mastery, fancy degrees, or 10 tools. You need strong basics + projects + s
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@prernaa.py
DATA ANALYTICS ROADMAP (0 → Job Ready) Reality check: You don’t need coding mastery, fancy degrees, or 10 tools. You need strong basics + projects + storytelling + consistency. PHASE 0: Mindset & Setup (1 Week) What to understand first Data Analytics ≠ Data Science Your job is to answer business questions using data Tools are secondary, thinking is primary Setup Laptop Google account Install: Excel / Google Sheets MySQL / PostgreSQL VS Code or Jupyter Notebook Power BI (free version) PHASE 1: EXCEL (Foundation Tool) – 2 to 3 Weeks 80% companies still test Excel in interviews What to learn (IN THIS ORDER) Basics Rows, columns, formatting Functions SUM, AVERAGE, COUNT IF, AND, OR VLOOKUP / XLOOKUP INDEX + MATCH Data Cleaning Remove duplicates Text to columns TRIM, CLEAN Pivot Tables Grouping Filters Charts Bar, Line, Pie Mini Project 👉 Sales Analysis Dashboard in Excel Monthly sales Top products Region-wise revenue 📌 This becomes Project 1 PHASE 2: SQL (MOST IMPORTANT) – 3 to 4 Weeks SQL is a job gatekeeper. No SQL = No shortlist. What to learn Basics SELECT, WHERE, ORDER BY Filtering AND, OR, IN, BETWEEN, LIKE Aggregations COUNT, SUM, AVG GROUP BY, HAVING Joins INNER LEFT RIGHT Subqueries Window Functions ROW_NUMBER RANK DENSE_RANK Practice Write daily 5–10 queries Explain your logic in words Project 👉 E-commerce Database Analysis Top customers Repeat orders Revenue trends 📌 Project 2 PHASE 3: PYTHON (Only What You Need) – 3 Weeks You are not becoming a Python developer What to learn Basics Variables Loops Conditions Libraries NumPy Pandas Matplotlib / Seaborn Data Tasks Read CSV Handle missing values Filter & sort data Simple EDA Project 👉 Diwali Sales / Zomato / Netflix Data Analysis Clean data Insights Visualizations 📌 Project 3 PHASE 4: POWER BI / TABLEAU – 2 Weeks This is where you look job-ready What to learn Data Import Relationships DAX Basics SUM CALCULATE FILTER Dashboards Storytelling Project 👉 Business Performance Dashboard KPIs Trends Insights slide 📌 Project 4 Comment for complete roadmap and resources✨
#Exploratory Data Analysis Techniques Reel by @onestopdata (verified account) - Although each day in the life of a data analyst is different, here are 5 key responsibilities that a data analyst has: Follow @onestopdata for data r
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@onestopdata
Although each day in the life of a data analyst is different, here are 5 key responsibilities that a data analyst has: Follow @onestopdata for data related content! Check the link in bio for details on my webinars and courses! (1) Gathering Data This means collecting data from different sources. Many a times this is done in collaboration with data engineers and architects hence usually the data analyst doesn’t have to do a lot in this. (2) Cleaning Data Going through the data and trying to understand it, making corrections where needed such as removing outliers or data that should not be included in the analysis. This step can take a lot of time, but understanding the data is crucial before you start to process it. (3) Processing data The data processing part of the process is where I use my skills and tools to analyze the work and come up with solutions for the problem at hand. (4) Creating reports for business leaders As an analyst, a lot of my time goes into creating and maintaining reports/dashboards for stakeholders and business leaders. This means showing the metrics and KPIs in the best manner possible to help drive business decisions. The best analysts are those that can use data to tell a story. (5) Collaborating with people This one is my favorite! As a data analyst, you work with many people across departments, both senior and junior. You’ll also likely collaborate closely with other people who work in data science like data architects and database developers. Tools I use: Excel,PowerBI,SQL and Python #data #dataanalytics #datacareer #datajobs #datascience #onestopdata #datavisualizatio#reels #reelitfeelit #trending #explore #careerindata #reelkarofeelkaro #datacleaning #dataprocessing #datagathering #dashboard #reports #collaboration #sql #powerbi #excel #python

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