cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15040346
title: Personalized Finance Management

description: Personalized Finance Management System

In today’s digital age, managing personal finances efficiently is crucial yet challenging. This project presents a web-based Personalized Finance Management System that helps users track their income, monitor expenses, set budgets, and receive intelligent financial insights.

The system features a chatbot interface that provides financial advice, automated expense categorization, bill reminders, and personalized budget recommendations based on spending patterns. It simplifies financial management by integrating real-time analytics, visual reports, and smart notifications.

Technologies Used:



Backend: Python (Flask)

Frontend: HTML, CSS, JavaScript, Bootstrap

Database: SQLite

Libraries: Pandas, NumPy, Matplotlib

Security: User authentication with encryption


This project promotes financial awareness, responsible spending habits, and long-term financial stability. The source code and documentation are included for reference.
DOI: 10.6084/m9.figshare.28678022
title: Zfp36l2 mm10 Knockout eCLIP Tracks for UCSC Genome Browser

description: ZFP36L2 (zinc finger protein 36 like 2, C3H type-ZFP) is an RNA-binding protein targeting<br>transcripts rich in adenine-uridine elements (AREs). Previous transcriptomic analysis<br>suggested that ZFP36L2 displays a distinct transcript preference, depending on the tissue<br>of expression. However, this analysis was restricted to a few tissues. Here, we collected<br>RNA-seq data in six tissues and detected a remarkable transcript selectivity. Given that<br>ZFP36L2 accelerates the degradation of specific ARE-transcripts upon binding, we<br>obtained differential expression transcriptomic data on a Zfp36l2 knock-out mouse model<br>to delve into the mechanisms governing this tissue-specific targeting. Transcriptomic<br>analyzes of up regulated ARE-transcripts in lung, liver, bone marrow, spleen, kidney, and<br>ovary of the Zfp36l2-deficient mouse confirmed that there is high tissue preference in<br>ZFP36L2 targets. We observed only one common up regulated gene, Apol11b, among<br>these six different tissues. However, we do observe common trends, specifically an<br>enrichment in protein coding genes in the up regulated genes, consistent with these RBP<br>primarily targeting genes on their 3’ UTRs. Interestingly, we observed a significant<br>increase in the proportion of IG (immunoglobulin) genes being up regulated. We further<br>performed eCLIP (Enhanced Cross-Linking&ImmunoPreciptation) on a mouse cell line,<br>MLTC-1 cells, to identify direct binding sites of ZFP36L2. AU-Rich Element score<br>(AREscore) analysis revealed enrichment in both up regulated genes and eCLIP peaks,<br>although some differences were observed in flanking residue composition. Our findings<br>provide new insights into the intricate regulatory network orchestrated by ZFP36L2,<br>opening avenues for exploring its potential roles in different tissues.
DOI: 10.6084/m9.figshare.28678022.v2
title: Zfp36l2 mm10 Knockout eCLIP Tracks for UCSC Genome Browser

description: ZFP36L2 (zinc finger protein 36 like 2, C3H type-ZFP) is an RNA-binding protein targeting<br>transcripts rich in adenine-uridine elements (AREs). Previous transcriptomic analysis<br>suggested that ZFP36L2 displays a distinct transcript preference, depending on the tissue<br>of expression. However, this analysis was restricted to a few tissues. Here, we collected<br>RNA-seq data in six tissues and detected a remarkable transcript selectivity. Given that<br>ZFP36L2 accelerates the degradation of specific ARE-transcripts upon binding, we<br>obtained differential expression transcriptomic data on a Zfp36l2 knock-out mouse model<br>to delve into the mechanisms governing this tissue-specific targeting. Transcriptomic<br>analyzes of up regulated ARE-transcripts in lung, liver, bone marrow, spleen, kidney, and<br>ovary of the Zfp36l2-deficient mouse confirmed that there is high tissue preference in<br>ZFP36L2 targets. We observed only one common up regulated gene, Apol11b, among<br>these six different tissues. However, we do observe common trends, specifically an<br>enrichment in protein coding genes in the up regulated genes, consistent with these RBP<br>primarily targeting genes on their 3’ UTRs. Interestingly, we observed a significant<br>increase in the proportion of IG (immunoglobulin) genes being up regulated. We further<br>performed eCLIP (Enhanced Cross-Linking&ImmunoPreciptation) on a mouse cell line,<br>MLTC-1 cells, to identify direct binding sites of ZFP36L2. AU-Rich Element score<br>(AREscore) analysis revealed enrichment in both up regulated genes and eCLIP peaks,<br>although some differences were observed in flanking residue composition. Our findings<br>provide new insights into the intricate regulatory network orchestrated by ZFP36L2,<br>opening avenues for exploring its potential roles in different tissues.
DOI: 10.15468/dl.n68n2k
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Myrmecophaga tridactyla Linnaeus, 1758"
 ]
}

 The dataset includes 73 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004180-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjw97y
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-32.3063 35.57841,-24.06452 35.57841,-24.06452 41.0928,-32.3063 41.0928,-32.3063 35.57841))",
 "TaxonKey is Frankenia laevis L.",
 "Year 1975-2025"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004181-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dkza7
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tamandua mexicana (Saussure, 1860)"
 ]
}

 The dataset includes 55 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004182-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5eddx
title: Occurrence Download

description: A dataset containing 16374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "DatasetKey is Observation.org, Nature data from around the World",
 "OccurrenceStatus is Present",
 "TaxonKey is Rana arvalis Nilsson, 1842",
 "Year is one of (2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015)"
 ]
}

 The dataset includes 16374 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004184-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7u8qj
title: Occurrence Download

description: A dataset containing 73737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus acris L.",
 "Country is Denmark"
 ]
}

 The dataset includes 73737 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004148-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtbqxb
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tamandua mexicana (Saussure, 1860)"
 ]
}

 The dataset includes 55 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004186-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg7w8u
title: Occurrence Download

description: A dataset containing 3322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-105.46214 -6.48175,-75.53786 -6.48175,-75.53786 5.48175,-105.46214 5.48175,-105.46214 -6.48175))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Camarhynchus pallidus (P.L.Sclater & Salvin, 1870)"
 ]
}

 The dataset includes 3322 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004189-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d939yv
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-32.99335 35.51263,-23.62944 35.51263,-23.62944 41.22085,-32.99335 41.22085,-32.99335 35.51263))",
 "TaxonKey is Carex viridula Michx.",
 "Year 1975-2025"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004187-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10653514
title: Risk of unavoidable impacts on forests at 1.5 with and without overshoot

description: Risks of unavoidable impacts on the Siberian and Amazon forests from AR6 WGIII's Illustrative Mitigation Pathways.

Contains code and data for reproducing results from Munday et al., in review.

Installing the conda environment

To install the conda environment, run the following on your command line:

conda env create -f environment.yml

Move the data in 

To negate having to re-write data import paths in the notebooks, just drop the downloaded ForestRisks folder in the data directory. Then unzip it in place, along with all the gzipped NetCDF files in it.

Notes on the notebooks

all_other_figures.ipynb requires a good amount of memory to run (it runs fine on a decent spec. MacBook Pro), based on the quantity of data required for some of the plots.

Some variables have squiggly underlines - don't worry about this. The notebooks will still run, this is just a consequence of using the %%capture keyword in some notebook cells, which makes sure hundreds of irrelevant warnings aren't output.
DOI: 10.5281/zenodo.11401579
title: Code for 'Risks of unavoidable impacts on forests at 1.5C with and without overshoot'

description: Risks of unavoidable impacts on the Siberian and Amazon forests from AR6 WGIII's Illustrative Mitigation Pathways.

Contains code and data for reproducing results from Munday et al., in review.

Installing the conda environment

To install the conda environment, run the following on your command line:

conda env create -f environment.yml

Notes on the notebooks

all_other_figures.ipynb requires a good amount of memory to run (it runs fine on a decent spec. MacBook Pro), based on the quantity of data required for some of the plots.

Some variables have squiggly underlines - don't worry about this. The notebooks will still run, this is just a consequence of using the %%capture keyword in some notebook cells, which makes sure hundreds of irrelevant warnings aren't output.
DOI: 10.15468/dl.ufqdfd
title: Occurrence Download

description: A dataset containing 26893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Psarocolius montezuma (Lesson, 1830)",
 "Year 2000-2025"
 ]
}

 The dataset includes 26893 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004188-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14992754
title: Data on the Bologna anti-inquisition tumult, 13 May 1299: Defendants, their transgressions, and inquisitorial decisions

description: This dataset maps the individual transgressions of defendants recorded in the Bologna inquisition register, 1291-1310, who were involved in the 13 May 1299 civic tumult against inquisitors and their burning of Bompietro, Giuliano, and Rosafiore. It records those defendants' IDs and names, the document number in the edition by L. Paolini and R. Orioli, a matrix of several tens of transgression types (1 = present, 0 = not present) and their evaluation into broader categories: (1) criticism of specific inquisitorial decisions, (2) claiming that inquisitors act in their own interest, (3) criticizing inquisitors or inquisition in general (not just specific decisions), (4) wishing bodily harm to inquisitors, (5) anti-friar sentiments (beyond anti-inquisitorial expressions only) and (6) legalistic criticism. Then it records the financial guarantees, fines, and obligations, and records the inquisitor and notary involved, as well as the date(s) of hearing. As defendants' demographics, it records sex, occupational group, parish and quarter of residence, and for some, their net property worth from the tax declarations (estimo) from 1296-7.
DOI: 10.15468/dl.fj5p5b
title: Occurrence Download

description: A dataset containing 1740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 1740 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004194-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7zz92
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Copiapoa megarhiza Britton & Rose"
 ]
}

 The dataset includes 70 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004193-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wssw5
title: Occurrence Download

description: A dataset containing 1694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aneides aeneus (Cope & Packard, 1881)"
 ]
}

 The dataset includes 1694 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004196-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6e57y6
title: Occurrence Download

description: A dataset containing 1987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jupunba trapezifolia (Vahl) Moldenke",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1987 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004191-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2y69sx
title: Occurrence Download

description: A dataset containing 34108959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico"
 ]
}

 The dataset includes 34108959 records from 3603 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004160-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.benk6u
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus pannonicus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005908-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymenhs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus pannonicus",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005907-251009101135966/datasets/export for details.
DOI: 10.15468/dl.fqpjqn
title: Occurrence Download

description: A dataset containing 140239 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Kenya",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Plantae",
 "TaxonKey is Tracheophyta"
 ]
 }
 ]
}

 The dataset includes 140239 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166382-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ji2k86
title: Occurrence Download

description: A dataset listing the 471 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Museu Paraense Emílio Goeldi--Opiliones Collection",
 "TaxonKey is Imantodes A.M.C.Duméril, 1853"
 ]
}

 The dataset's 471 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023218-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcddpx
title: Occurrence Download

description: A dataset containing 50020 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixodida"
 ]
}

 The dataset includes 50020 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023220-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3sbeg
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Leptonycteris nivalis (Saussure, 1860)",
 "Year 2000-2021"
 ]
}

 The dataset includes 59 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010607-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yknzpe
title: Occurrence Download

description: A dataset containing 7623 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Invasive species - American bullfrog (Lithobates catesbeianus) in Flanders, Belgium"
 ]
}

 The dataset includes 7623 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023218-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26e8jb
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalictrum macrostylum Small & A.Heller",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166401-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyv3ul
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Epioblasma torulosa rangiana (I.Lea, 1838)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023225-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g9gwv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hieracium unguiferum Hyl.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048215-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeeshu
title: Occurrence Download

description: A dataset containing 684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceanothus americanus L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 684 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166410-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pptux1
title: Occurrence Download

description: A dataset containing 1589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Hypsiboas pulchellus (Duméril & Bibron, 1841)"
 ]
}

 The dataset includes 1589 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023226-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wncqrj
title: Occurrence Download

description: A dataset containing 2309 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Niviventer confucianus (Milne-Edwards, 1871)"
 ]
}

 The dataset includes 2309 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023224-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgay67
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capnoides sempervirens (L.) Borkh.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 533 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176433-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.