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Exploratory Analysis of Google Search Trends for ‘microclots’ from 2015-2023: Part 1
This analysis is part 1 of a response to an increase in Google searches for “microclots” between April 25, 2023 to May 1, 2023.
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Build and Interpret a Basic Structural Topic Model in R
Now I am ready to build my structural topic model using my new corpus object containing the prepped documents, vocabulary, and metadata. There are some important considerations for the structural topic model.
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Combining Dataframes and Manipulating Variables with dplyr in R
You can add columns to dataframes with the dplyr “mutate” function. I have five dataframes, and I want to combine them, but I also want to be able to identify the cases (rows) by query in my new dataframe. Before I combine the five dataframes, I will add a new variable
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Analyzing Tweets: A Tidy Approach to Basic Analyses in R with Quanteda and ggplot2
This tutorial walks through the steps of executing basic word frequency analyses on text data that have already been prepared for analysis. The tutorial demonstrates a tidy approach using Quanteda and ggplot2 to analyze tweets collected with the twitteR package in R.
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Downloading and Preparing Tweets for Analysis with the twitteR package in R
twitteR query example 03/13/2023 In This Tutorial: 1 These packages are useful for collecting Twitter data. The following example will only use tidyverse and twitteR. 2 To follow along starting with Twitter data collection, you will need the following: 3 Step 1: Setup the connection to Twitter through your app using the “twitteR” package 4…
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Exploring Google Search Trends Over Time and by Country Using the GtrendsR Package [R, via RStudio]
![Exploring Google Search Trends Over Time and by Country Using the GtrendsR Package [R, via RStudio]](https://medsocionwheels.com/wp-content/uploads/2023/02/GtrendsDisability1722_Cover2.png)
The “gtrends” package allows you to query search hits for up to 5 keywords. Let’s look at search hits for terms related to disability and chronic illness.
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Natural Language Processing (NLP) and Latent Dirichlet Analysis (LDA) of Tweets (Example)
attach packages library(devtools) ## Loading required package: usethis library(textclean) library(textdata) library(tidyverse) ## ── Attaching packages ────────────────────────────────────────────────────── tidyverse 1.3.1 ── ## ✓ ggplot2 3.3.5.9000 ✓ purrr 0.3.4 ## ✓ tibble 3.1.5 ✓ dplyr 1.0.7 ## ✓ tidyr 1.1.4 ✓ stringr 1.4.0.9000 ## ✓ readr 2.0.2 ✓ forcats 0.5.1 ## ── Conflicts ───────────────────────────────────────────────────────── tidyverse_conflicts() ── ## x…
Medical Sociology on Wheels
Comments on Health Beliefs, Risk, Mitigation, and Sociological Research Methods, a Disabled Perspective