Key facts for IBES Smartestimates & Analytics
Coverage metric
Geography:
North America, Asia / Pacific, EMEA, Latin America and the Caribbean
History:
United States from 2012; Rest of the World from 2012
Coverage count:
Legal entities - 22000+ Public companies; Documents/Reports/Records - 300+ Records/datapoints; Contributors/Providers - 950+ Research providers (incl. brokerages, investment banks, contributors, analysts)
Delivery metadata
Data Frequency
Continuous
Language
Russian, English, Chinese, Japanese, German, Swedish, Italian, Dutch, French, Spanish, Korean
Delivery methods:
Excel, Deployed/Onsite Servers, API, Web Service, SFTP, Cloud, Desktop, FTP, Bulk, Snowflake, Website, RSS Feed
Data formats:
PDF, GZIP, XML, JSON, CSV, SQL, Text, Python, HTML, Bitmap, MPEG, User Interface, PCAP
Minimum service frequency
Continuous
Overview of IBES Smartestimates & Analytics
Description of the dataset
- For investors seeking more predictive estimate signals, LSEG provides Estimate Analytics powered by StarMine SmartEstimates and related I/B/E/S summary measures. We enhance traditional mean estimates by weighting analysts based on timeliness and historical accuracy rather than treating every estimate equally.
- LSEG identifies recent revision clusters to help customers detect coordinated changes in analyst expectations over short periods. We provide cluster dates, detection dates, average revisions, cluster mean estimates and estimate units so customers can evaluate momentum in forecast revisions.
- Our analytics content includes mean, median, high, low and standard deviation measures across estimate periods and windows. We also support KPI-level analytics through mean KPI, high KPI, low KPI, KPI standard deviation, normalization indicators, currencies and unit scales.
- LSEG organises Estimate Analytics across tables including SmartEstimateLineItem, EstimateCluster, MeanEstimateSummary, SmartEstimateSummary, RecommendationSummary and CalculatedLongTermGrowth. We document 306 data dictionary rows to support integration of SmartEstimates, consensus summaries, surprise windows and recommendation analytics.
Accessing the dataset
This dataset can be used by the following products. Talk to us to learn more about different packages and offerings.
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