Using the causalimpact package in R to estimate the counterfactual event and thereby, quantify the impact of an event.
All in data science
Tidyquery: Query DataFrames With SQL Syntax Inside R Programming
Tidyquery: Query DataFrames With SQL Syntax Inside R Programming with an example containing dplyr mutate.
Data Transformation: Preparing E-comm Product Data For Univariate Time Series Forecast In R
Use data transformation techniques on a sample e-commerce product level dataset to prepare for time series forecasts
R modeltime package: Build & compare multiple time series forecast models quickly
Using the modeltime r package to quickly build multiple time series forecasts on Google Analytics data
R Programming: ggforce package - Use geom_mark_hull to mark an area in geom_point
R ggforce package - Use geom_mark_hull to mark an area in geom_point
Create Pyramid Chart in R Using Google Analytics Demographic Report
Blog post uses pyramid_chart function to create a pyramid chart with age and gender data from Google Analytics API
Exploratory Data Analysis: DataExplorer R package for quick EDA
Blog post looks at using the DataExplorer R package for quick exploratory data analysis [EDA] in R Studio
E-commerce Product Recommendations: Apriori algorithm - Market Basket Analysis Interactive Lift Visualization & More Via R + Shiny
Apriori algorithm: Market Basket Analysis Lift visualization in R programming + interactive chart via Plotly + Shiny
E-commerce Product Recommendations: Apriori algorithm - Market Basket Analysis Lift Visualization via R + Plotly
Apriori algorithm: Market Basket Analysis Lift visualization in R programming + interactive chart via Plotly
ggcorrplot - Correlation plot with Google Analytics data in R
Use ggcorrplot - to create a correlation plot in R programming using Google Analytics data
Use Google Cloud Translations API To Run Translations At Scale Via googleLanguageR package In R Programming
Blog post uses gl_translate function in R programming > googleLanguageR package to run translations covered under Language Translation API.
Markov Chain Attribution Modelling With Google Analytics Data In R Programming
Blog post looks at using the channelattribution package in R to run a Markov model on MCF dataset from Google Analytics for attribution modeling.
Under The Hood: nstart = x value Within K Means Clustering In R Programming
Blog post looks at ‘nstart’ value in the k means function within R and how it determines the number of attempts at optimization.
Under The Hood: Scale Function Calculation In R Programming- Data Standardization As Part Of Distance Matrix Calculations In K Means Clustering
Blog post uses an example of scale() function to explain how it functions and why it’s an important step before calculating distance matrix calculations in R programming - for K means clustering
Google Analytics Content Segmentation Via K Means Clustering in R Programming
Blog post uses googleAnalyticsR, Tidyverse and Factoextra packages to conduct k means clustering exercise within R programming
Create Animated Time Series Chart With gganimate + Google Analytics data in R Programming
Blog post looks at creating a basic gganimate gif in ggplot / R programming using Google Analytics data
How To Extract Entity Type In Natural Language API - Google Cloud Platform
Blog post looks at extracting entity.type from Natural Language API in Google Cloud Platform
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Google Cloud Video Intelligence API - Object Tracking in Python Example [Multiple Videos]
Blog post looks at using Python Google Cloud Platform Video Intelligence API to return object tracking details from a bucket containing multiple videos.