dataCleaning

This tool aims at helping curators in identifying possible errors and to standardize data. Records are not modified. The system just presents "suspect" records, recommending that they be checked by each author or curator. The tool is under constant development, so any suggestion is more then welcome.

Select a collection

collection: HAMAB
total number of records online	18839
- without coordinates	13204
- georeferenced	5635
- access to georeferenced data denied	0
- in the sea	107
- blank catalognumber	16397
smaller: 18 larger: 19329	[ gap ]
repeated records
catalog number	16488
duplicate records	750
collector's name and number	2943
last update - error logs
of the collection: 26-05-2023	of dataCleaning: 29-05-2023

geographic distribution of the specimens

collection profile
dataCleaning statistics
geographic coordinates analysis

taxonomic data
inventory	scientific name - collector - identifier - types
kingdom	not found
family	not found
genus	13 suspect records
species	22 suspect records
subspecies	not found
author	415 suspect records
duplicate	1150 suspect records
other inconsistencies	17 suspect records
annotations	5 annotations

locality data
inventory	country - state - municipality
name of the country/state	350 suspect records
outlier	53 suspect records
long/lat outside the world limit	not found
equal long/lat	not found
long or lat equal to zero	35 suspect records
long/lat in the sea (Brazil)	42 suspect records
municipality name (Brazil)	1576 suspect records
coordinate unit analysis (Brazil)	11 suspect records
other inconsistencies	6 suspect records

date collected
collected before 1979	1002 suspect records
identification year previous to date collected	not found

suggestions for blank fields
long/lat (Brazil)	7285 suggestions
country/state name	47 suggestions
municipality name (Brazil)	624 suggestions

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dataCleaning
email
Centro de Referência em Informação Ambiental, CRIA