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INSTAGRAM - ANALYTICS - EDA - ML
This project covers the full machine learning pipeline for Instagram engagement analysis and also full Exploratory Data Analysis.
Full story in my GitHub repository:
https://t.co/5Q7LO8r0JB
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Still on the project...
Started the visual analysis using powerbi but only worked on the model aspect today.
#Data2insights
#myweeklydatagoal

Day 5, More data Visualization and Exploratory Data Analysis (EDA) with python
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#myweeklydatagoal

Hello datafam
This week Goal Statement: I aim to complete my work on a sales dataset from kaggle
2. Specific Metric / Deliverable:
I will clean, analyse, and visualise the data.
3. Timeline: Within the week.
#Data2Insights
#myweeklydatagoal
It's day 3 and during my EDA, I noticed no real patterns were coming forth especially when relating 'engagement_rate' variable with others so I went over the data again and this time, I removed my outlier functions and patterns came forth.
#Data2insights
#myweeklydatagoal

Today I focused on cleaning the dataset, handling outliers, fixing datetime issues, and fixing datatype.
The dataset didn't have that much inconsistencies so it was a bit easy yo work with.
Tool: python, Jupyter Notebook.
#Data2insights
#myweeklydatagoal

Concur with all of them. The play really is happening on two sides - the data layer becoming more software-like, and the insights layer becoming more humane @fosfordata #data2insights
Top 10 Data and Analytics Trends to Prepare for in 2023 https://t.co/s8KuMHBuVD

National media in #Kosovo uses @keshifme to analyze general #election results. Great work @democracy_plus. #dataexploration #data2insights

Hadoop, Apache Spark, NoSQL: applications that help crunch numbers at scale and provide actionable insights #Data2Insights
@tvirot great talk on understndn FB user data! Graph-FB frnd request sent by kids2parents as fn of age #data2insights

Great presentation on predicting #healthcare -associated infections for patients, by @JennaWiens at MIT #bigdata #data2insights #analyics
Cool!! Imagine an intersection without any traffic lights... π₯! #Data2Insights

In a world of self-driving cars, will traffic lights be the best way to direct them? Big Qs at bigdata@CSAIL's #data2insights workshop.

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