Tweets by @WolframResearch (Datasets for Multiparadigm Data Science Course)

Source Notebook

These datasets are used in the example demonstrated in the "Build a Project Workflow" section of the "Multiparadigm Data Science" interactive course on Wolfram U

Details

The following information is available for each tweet in the dataset: {ID, Text, Date, Hashtags, Location, Username, Name, ProfileImageThumbnail, RetweetCount, FavoriteCount, URL}

Examples

Basic Examples

Retrieve the resource:

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$ResourceObject[ ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data Science \ Course)"]]$

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Retrieve the default content::

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$ResourceData[ ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data Science \ Course)"]]$

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Additional Elements

Retrieve user data for the users mentioned in the tweets by WolframResearch:

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$ResourceData[ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data Science \ Course)"], "UsersMentionedInWolframTweets"]$

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Retrieve locations of the users mentioned in the tweets by WolframResearch (3 random locations):

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$RandomSample[ ResourceData[ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data \ Science Course)"], "LocationsOfUsersMentioned"], 3]$

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Retrieve hashtags used by the users mentioned in the tweets by WolframResearch (3 random users):

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$RandomSample[ ResourceData[ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data \ Science Course)"], "HashtagsUsedByMentionedUsers"], 3]$

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Retrieve a graph of users mentioning each other (3 random edges):

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$RandomSample[ ResourceData[ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data \ Science Course)"], "UserMentionGraph"], 3]$

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Visualizations

Visualize a DateHistogram of tweets by Wolfram research:

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$ResourceData[ ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data \ Science Course)"]][DateHistogram[#, "Year"] &, "Date"]$

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Visualize a WordCloud of other users mentioned in the tweets by WolframResearch:

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$ResourceData[ ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data \ Science Course)"]][Flatten /* WordCloud, "Usermentions"]$

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Visualize the locations of the users mentioned in the tweets by WolframResearch:

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$GeoHistogram[ ResourceData[ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data \ Science Course)"], "LocationsOfUsersMentioned"], PlotLegends -> Automatic]$

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Visualize a WordCloud of the hashtags used by these users:

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$WordCloud[ ResourceData[ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data \ Science Course)"], "HashtagsUsedByMentionedUsers"]]$

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Analysis

Visualize users mentioning each other in their tweets in a graph:

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$SimpleGraph[ ResourceData[ResourceObject[ "Tweets by @WolframResearch (Datasets for Multiparadigm Data \ Science Course)"], "UserMentionGraph"], VertexLabels -> Placed["Name", Tooltip], GraphLayout -> "RadialEmbedding", ImageSize -> Large]$

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Bibliographic Citation

Wolfram U, "Tweets by @WolframResearch (Datasets for Multiparadigm Data Science Course)" from the Wolfram Data Repository (2020)

Data Resource History

Date Created: 15 December 2020

Source Metadata

Title: Tweets by @WolframResearch
Creator: Wolfram U
Citation:
- Multiparadigm Data Science course on Wolfram U

Data Downloads

Publisher Information

Prepared for the Wolfram Data Repository By: Wolfram U
Publisher of Record: Wolfram U