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Nichefire Social Media Posts MetaData by Nichefire

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Product Type: altdata


Asset Classes: Brands ,
Data Frequency:

Dataset Name: nichefire_social_post_meta

Group: altdata

Vendor: Nichefire

Data Currently Ends at: 2022-08-22 00:00:00, contact sales for full data set.

Asset Class: Brands

Brand social media posts metadata

About Nichefire

Public social media text data by brand and sub-brand.

Specifically, content and comment text data from many platforms including the following:

  • Facebook
  • Instagram
  • Twitter
  • YouTube
  • Reddit
  • Google Places
  • Yelp

This data is run through Nichefire´s artificial intelligence model to create magnitude based sentiment scoring on multiple dimensions, and "taxonomies" or categories to group similar content and comment text together such as "life events" content pieces or "in-store customer complaint" comment text.

Data Contained in this Dataset

Column Type Description
_seq uint Internal sequence number used to keep data rows in order
timestamp string Timestamp of the Data - America/New York Time.
muts uint64 Microseconds Unix Timestamp. An integer representation of a timestamp with microsecond precision that can be compared directly to other timestamps.
symbol string Trading Symbol or Ticker
avg_sentiment double Average sentiment of collected social posts
boosted_indicator string boosted_indicator
brand string brand
brand_display string brand_display
calc_collected_comments_count int calc_collected_comments_count
calc_comments int calc_comments
calc_negative_comments int calc_negative_comments
calc_neutral_comments int calc_neutral_comments
calc_positive_comments int calc_positive_comments
calc_reactions int calc_reactions
calc_shares int calc_shares
calculation_date string calculation_date
child_brand string child_brand
child_brand_display string child_brand_display
collection_date string collection_date
industry string industry
performance_score double performance_score
platform string platform
post_angry int post_angry
post_comments int post_comments
post_dislikes int post_dislikes
post_engagements int post_engagements
post_favorites int post_favorites
post_haha int post_haha
post_likes int post_likes
post_love int post_love
post_sad int post_sad
post_score double post_score
post_score_unscaled double post_score_unscaled
post_shares int post_shares
post_time string post_time
post_video_views int post_video_views
post_wow int post_wow
screen_name string screen_name
sentiment_measure double sentiment_measure
weighted_engagements double weighted_engagements
post_care int post_care
post_pride int post_pride
post_thankful int post_thankful
post_tw_retweets int post_tw_retweets
post_tw_quotetweets int post_tw_quotetweets

Important Dataset Notes

This dataset is not available for direct online purchase. Please contact sales directly at The data is available through our normal sales department who can provide you with current pricing and a quote for accessing this valuable dataset. This may be due to a number of reasons such as dataset intended use, size of the company (or investment fund) using the dataset, or for simple legal requirements that CloudQuant needs to ensure are in place prior to licensing the dataset to you.