https://github.com/mkearney/nca17

Data collection and visualization of #NCA17 tweets
https://github.com/mkearney/nca17

dataset mkearney-dataset rtweet twitter-api twitter-network-visualization twitter-sentiment-analysis twitter-stream twitter-streaming-api

Last synced: over 1 year ago
JSON representation

Data collection and visualization of #NCA17 tweets

• Host: GitHub
• URL: https://github.com/mkearney/nca17
• Owner: mkearney
• Created: 2017-11-15T16:18:13.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-11-21T19:08:58.000Z (over 8 years ago)
• Last Synced: 2025-01-15T09:45:24.479Z (over 1 year ago)
• Topics: dataset, mkearney-dataset, rtweet, twitter-api, twitter-network-visualization, twitter-sentiment-analysis, twitter-stream, twitter-streaming-api
• Language: R
• Homepage:
• Size: 303 MB
• Stars: 3
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# #NCA17 tweets

Collecting data on Twitter statuses containing the #NCA17 hashtag.

## Importing the data

To import the Twitter data, see the [R/data.R](R/data.R) script file.

### Status frequency

The number of #nca17 tweets aggregated in 1-hour intervals. View the

code [here](R/time_series.R).

![](nca17-ts.png)

### Top tweeters

Accounts that have posted the most statuses. View the code

[here](R/freq_tables.R).

![](nca17-usrs.png)

### Top mentions

Accounts most frequently mentioned. View the code

[here](R/freq_tables.R).

![](nca17-ats.png)

### Sentiment analysis

Sentiment (positive/negative) of statuses over time. View the code

[here](R/sentiment_analysis.R).

![](nca17-sa.png)

### Network analysis

Semantic (quotes, retweets, and mentions) network connections. View

the code [here](R/network_analysis.R).

![](nca17-network.png)

### Word cloud

Most popular words appearing in statuses (stop words excluded). View

the code [here](R/word_cloud.R).

![](nca17-wc.png)