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: MICH
total number of records online	45492
- without coordinates	37678
- georeferenced	7814
- access to georeferenced data denied	0
- in the sea	1194
- blank catalognumber	0
smaller: 3400 larger: 1706018	[ gap ]
repeated records
catalog number	0
duplicate records	0
collector's name and number	2290
last update - error logs
of the collection: 29-09-2023	of dataCleaning: 12-02-2024

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	4 suspect records
species	121 suspect records
subspecies	not found
author	not found
duplicate	5335 suspect records
other inconsistencies	not found
annotations	0 annotations

locality data
inventory	country - state - municipality
name of the country/state	1028 suspect records
outlier	17 suspect records
long/lat outside the world limit	not found
equal long/lat	not found
long or lat equal to zero	14 suspect records
long/lat in the sea (Brazil)	39 suspect records
municipality name (Brazil)	438 suspect records
coordinate unit analysis (Brazil)	8 suspect records
other inconsistencies	2 suspect records

date collected
collected before 1836	70 suspect records
identification year previous to date collected	20 suspect records

suggestions for blank fields
long/lat (Brazil)	6708 suggestions
country/state name	464 suggestions
municipality name (Brazil)	857 suggestions

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dataCleaning
email
Centro de Referência em Informação Ambiental, CRIA