cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10694368
title: Last.Fm UK User Graph Dataset: A Social Network and Music Listening Behavior Dataset

description: The Last.Fm UK User Graph Dataset is a comprehensive collection of social network and music listening behavior data obtained from the Last.Fm platform. The dataset includes user connections, weekly artist listening counts, and artist tags weighted by the number of users who assigned them. The dataset is ideal for studying social network dynamics, music preferences, and their interplay. 

Dataset Description:



Data Source:



Last.Fm APIs were used to obtain a sample of the UK user graph, exploring the network with a breadth-first approach up to the fifth degree of separation from the seeds.



Social Network Data:



The social graph (G) consists of 75,969 nodes representing users and 389,639 edges representing their friendships on the Last.Fm platform.



Music Listening Behavior Data:



For each user, the dataset includes the number of single listenings of a given artist for each week in the time window from Jan-10 to Dec-11.



Artist Tags:



Tags assigned to artists are included, weighted by the number of users who assigned the tag. Tags were split into single words, filtered for musical genres, and assigned to artists based on specific criteria.



Musical Genre Assignment:



Musical genres were assigned to artists based on the survived tag with the greatest counter, with a relative rate ≥ 0.5.




Files Description:



ArtistsMap: semicolon-separated file that maps artists names to unique ids

ArtistTag: semicolon-separated file with tags related to each artist and their weight (i.e. number of users assigning that tag to that artist)

network: semicolon-separated file containing the social graph edge list

UsersData_anonymized: semicolon-separated file containing user-related attributes
DOI: 10.5281/zenodo.10694369
title: Last.Fm UK User Graph Dataset: A Social Network and Music Listening Behavior Dataset

description: The Last.Fm UK User Graph Dataset is a comprehensive collection of social network and music listening behavior data obtained from the Last.Fm platform. The dataset includes user connections, weekly artist listening counts, and artist tags weighted by the number of users who assigned them. The dataset is ideal for studying social network dynamics, music preferences, and their interplay. 

Dataset Description:



Data Source:



Last.Fm APIs were used to obtain a sample of the UK user graph, exploring the network with a breadth-first approach up to the fifth degree of separation from the seeds.



Social Network Data:



The social graph (G) consists of 75,969 nodes representing users and 389,639 edges representing their friendships on the Last.Fm platform.



Music Listening Behavior Data:



For each user, the dataset includes the number of single listenings of a given artist for each week in the time window from Jan-10 to Dec-11.



Artist Tags:



Tags assigned to artists are included, weighted by the number of users who assigned the tag. Tags were split into single words, filtered for musical genres, and assigned to artists based on specific criteria.



Musical Genre Assignment:



Musical genres were assigned to artists based on the survived tag with the greatest counter, with a relative rate ≥ 0.5.




Files Description:



ArtistsMap: semicolon-separated file that maps artists names to unique ids

ArtistTag: semicolon-separated file with tags related to each artist and their weight (i.e. number of users assigning that tag to that artist)

network: semicolon-separated file containing the social graph edge list

UsersData_anonymized: semicolon-separated file containing user-related attributes
DOI: 10.6084/m9.figshare.25295956.v1
title: <b>Highly variable breeding phenology in an arid region colonial cooperative breeder, the Sociable Weaver</b>

description: Code and data for: <b>Highly variable breeding phenology in an arid region colonial cooperative breeder, the Sociable Weaver</b><br>Describing breeding phenology – the timings of reproductive events – is central for studying individual fitness and population dynamics. While fundamental differences in breeding strategies between different biomes (e.g. tropics and temperate regions) have long been identified, detailed descriptions based on long-term studies of individually marked birds are biased towards North American and European bird populations. As a result, crucial information on bird breeding phenology remains scarce in bird diversity hotspots such as southern Africa, an area that is also highly threatened by climate change. In most of the Southern hemisphere arid regions, especially in southern Africa and Australia, rainfall patterns are often erratic, leading to variation in the duration of the conditions suitable for breeding within and between years. These dynamic environmental conditions select for flexible and opportunistic breeding strategies. Consequently, breeding seasons vary from year to year both in length and intensity – from skipping breeding to prolonged breeding with multiple attempts per couple. Here, we report on the highly variable breeding cycle of the Sociable Weaver Philetairus socius, a colonial cooperatively breeding passerine from the arid savannahs of the Kalahari region of southern Africa. We monitored the reproduction of an individually marked population over 11 years. Breeding activity usually started at the end of winter, but varied greatly in starting date as well as duration (from 4 to 11 months). The percentage of active nests also changed greatly within and between seasons. As a result, the yearly number of clutches per female changed markedly between years, leading to extreme cases such as a female that laid 8 clutches in a year (and others suspected to lay up to 13), which is one of the highest numbers reported for any wild bird species.
DOI: 10.5281/zenodo.10636894
title: A Data Quality Multidimensional Model for Social Media Analysis

description: This dataset comprises the data used in the paper for assessing the quality of several metrics in determining the relevance of the users.

The datasets consists of data extracted from Twitter for the automotive domain, where the query consisted in several brands and models of cars. We provide three datasets:




users_all_metrics2.txt


User_id, statuses, listed, friends, followers,  tweets on domain (dataset), Screen name, User language, User location, Verified account (True/False), Coherence of profile (entropy of text under domain model), #Performed actions, #Received actions



tweets_all_metrics.txt.gz


Tweet_id, replies, retweets, favourites, User_id, statuses, listed, friends, followers, tweets on domain (dataset), Screen name, User language, User location, Verified account (True/False), Coherence of profile, Date of publication (created_at), Tweet Language, processed text, coherence of text, repetitions of text in collection, user's received actions, user's generated actions, text polarity, number of facts, number of linked opinion expressions, number of linked entities



relevant_new.txt
Screen names of the users deemed relevant for the domain




 

Datasets are "|"-separeted text files with no header provided (see table above for the name of the columns).
DOI: 10.5281/zenodo.10636895
title: A Data Quality Multidimensional Model for Social Media Analysis

description: This dataset comprises the data used in the paper for assessing the quality of several metrics in determining the relevance of the users.

The datasets consists of data extracted from Twitter for the automotive domain, where the query consisted in several brands and models of cars. We provide three datasets:




users_all_metrics2.txt


User_id, statuses, listed, friends, followers,  tweets on domain (dataset), Screen name, User language, User location, Verified account (True/False), Coherence of profile (entropy of text under domain model), #Performed actions, #Received actions



tweets_all_metrics.txt.gz


Tweet_id, replies, retweets, favourites, User_id, statuses, listed, friends, followers, tweets on domain (dataset), Screen name, User language, User location, Verified account (True/False), Coherence of profile, Date of publication (created_at), Tweet Language, processed text, coherence of text, repetitions of text in collection, user's received actions, user's generated actions, text polarity, number of facts, number of linked opinion expressions, number of linked entities



relevant_new.txt
Screen names of the users deemed relevant for the domain




 

Datasets are "|"-separeted text files with no header provided (see table above for the name of the columns).
DOI: 10.5281/zenodo.10715545
title: Dataset: Physiological stress response to urbanisation differs between native and invasive squirrel species
DOI: 10.5281/zenodo.10715546
title: Dataset: Physiological stress response to urbanisation differs between native and invasive squirrel species
DOI: 10.5281/zenodo.10117647
title: Overcoming confusion and stigma in habitat fragmentation research - supplementary data and R code

description: Data and code necessary to produce results and figures for the manuscript:

Riva, Koper and Fahrig (2024). "Overcoming confusion and stigma in habitat fragmentation research". Biol Rev. Accepted conditional on minor revisions.
DOI: 10.5281/zenodo.10117648
title: Beyond confusion and stigma in habitat fragmentation research - supplementary data and R code

description: Data and code necessary to produce results and figures for the manuscript "Beyond confusion and stigma in habitat fragmentation research" (in review)
DOI: 10.5281/zenodo.10715824
title: Overcoming confusion and stigma in habitat fragmentation research - supplementary data and R code

description: Data and code necessary to produce results and figures for the manuscript:

Riva, Koper and Fahrig (2024). "Overcoming confusion and stigma in habitat fragmentation research". Biol Rev. Accepted conditional on minor revisions.
DOI: 10.5519/qd.wuzq3q2n
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (313 records)
DOI: 10.5281/zenodo.10715839
title: Database for Compliance with national safety standards and associated factors among welders in Kampala district, Uganda
DOI: 10.5281/zenodo.10715840
title: Database for Compliance with national safety standards and associated factors among welders in Kampala district, Uganda
DOI: 10.34808/6ehw-2x59
title: The dataset of simulations for optimal and non-optimal rotating receiver angles of multicoil dynamic wireless power transfer system

description: The provided dataset is part of the simulation results shown in related journal paper "Optimal Rotating Receiver Angles Estimation for Multicoil Dynamic Wireless Power Transfer".
 
File structure:
The simulation is being divided into 3 files
|
+-- Solution_1.csv
+-- Solution_1.csv
+-- Solution_1.csv
 
Each line contain RMS values of the state vector for a particular simulation step:
+ -- Simulation step
V
___ i1_rms i2_rms i3_rms i4_rms u1_rms u2_rms u3_rms u4_rms
_1_ i1_rms i2_rms i3_rms i4_rms u1_rms u2_rms u3_rms u4_rms
_2_ i1_rms i2_rms i3_rms i4_rms u1_rms u2_rms u3_rms u4_rms
_3_ i1_rms i2_rms i3_rms i4_rms u1_rms u2_rms u3_rms u4_rms
_4_ i1_rms i2_rms i3_rms i4_rms u1_rms u2_rms u3_rms u4_rms
_:_ :::::: :::::: :::::: :::::: :::::: :::::: :::::: ::::::
100 i1_rms i2_rms i3_rms i4_rms u1_rms u2_rms u3_rms u4_rms
 
Used equipment:
The results are being obtained from discrete time-variant state-space model of dynamic wireless charging system as descripted in a paper.
The simulation was performed in Matlab.
This work was funded by the NCN (National Science Centre, Poland) Preludium BIS-2 project Nr 2020/39/O/ST7/01568
DOI: 10.25934/pr00008831.1
title: Available datapackage for study 'A Phase III Randomised, Double-blind Trial to Evaluate Efficacy and Safety of Once Daily Empagliflozin 10 mg Compared to Placebo, in Patients With Chronic Heart Failure With Preserved Ejection Fraction (HFpEF)'

description: This is a study in adults with chronic heart failure. People with chronic heart failure may need to be hospitalised for their condition. Some people with chronic heart failure may eventually die from their condition. The purpose of the study is to find out whether a medicine called empagliflozin lowers the chances of patients having to go to hospital for heart failure and whether it improves their survival. The study is open to patients with a type of chronic heart failure called chronic heart failure with preserved ejection fraction. Participants stay in the study until researchers have enough information about how effective empagliflozin is. It is expected that participants who enter at the very beginning of the enrolment period may be in the study for over 3 years, while participants who enter near the end of the enrolment period may be in the study for less than 2 years. The participants are put into 2 groups. It is decided by chance who gets into which group. One group gets empagliflozin tablets every day and the other group gets placebo tablets every day. Placebo tablets look like empagliflozin tablets but contain no medicine. Participants visit the doctors regularly. During these visits, the doctors collect information about the participant's health. The doctors want to know how many patients had to go to hospital because of heart failure or who died from cardiovascular disease.
DOI: 10.15468/xxmkjm
title: Beetles occurrence data from Burkina Faso, Côte d'Ivoire, Ghana, Niger four countries in west Africa

description: Data on beetles work from articles, reports and dissertations in Côte d'Ivoire, Burkina Faso, Ghana and Niger.
DOI: 10.5281/zenodo.10715426
title: A Decade of Reddit Politics: Comprehensive Dataset on User Political Leanings and Interaction Networks (2011-2021)

description: Data in brief

Small description of the Reddit Politics 10 years dataset (starting from 2011-01).

Political leanings

node_month_leaning_full_headings.zip

The zip file contains a csv where each row identifies a user content (either post or comment) with the following structure

node_id,month_progressive_id,leaning_lable,leaning_score,post_comment

where

node_id: is the user uniq identifiermonth_progressive:_id is a numeric value from 0 to 100 identifying the month in which the post/comment has been publishedleaning_label: is a discrete variable identifying left/right/moderates (it is based on leaning_score and can be re-binned if needed)leaning_score: is the continuos score describing the political leaning (range [0,1])post_comment: a flag P/C to differentiate the submission type

monthly_scores_json.zip

This archive contains 3 json files:monthly_scores.json: a dictionary month->node_id->{post: [list political leanings], comments: [list political leanings]};monthly_scores_post_agg.json: a dictionary mont->node_id->political_leaning, where the aggregated score is the average of the interquartile range of the political leaning of the sole users' posts;monthly_scores_agg.json: a dictionary mont->node_id->political_leaning, where the aggregated score is the weighted(*) average among (i) the mean value of the interquartile range of the political leaning of the users' posts, (ii) the mean value of the interquartile range of the political leaning of the users' comments;

(*) being posts' annotation more reliable than comments' ones we decided to weight the former 10 times the latter when aggregating.

monthly_networks_full.zip

This archive contains all the monthly undirected, unweighted, interaction network (each row identifying an edge among two node ids). The networks cover all users having having a political leanin computed (using *both* posts and comments).

monthly_networks_posts.zip

This archive contains all the monthly undirected, unweighted, interaction network (each row identifying an edge among two node ids). The networks cover all users having having a political leanin computed considering *only* posts.
DOI: 10.5281/zenodo.10715427
title: A Decade of Reddit Politics: Comprehensive Dataset on User Political Leanings and Interaction Networks (2011-2021)

description: Data in brief

Small description of the Reddit Politics 10 years dataset (starting from 2011-01).

Political leanings

node_month_leaning_full_headings.zip

The zip file contains a csv where each row identifies a user content (either post or comment) with the following structure

node_id,month_progressive_id,leaning_lable,leaning_score,post_comment

where

node_id: is the user uniq identifiermonth_progressive:_id is a numeric value from 0 to 100 identifying the month in which the post/comment has been publishedleaning_label: is a discrete variable identifying left/right/moderates (it is based on leaning_score and can be re-binned if needed)leaning_score: is the continuos score describing the political leaning (range [0,1])post_comment: a flag P/C to differentiate the submission type

monthly_scores_json.zip

This archive contains 3 json files:monthly_scores.json: a dictionary month->node_id->{post: [list political leanings], comments: [list political leanings]};monthly_scores_post_agg.json: a dictionary mont->node_id->political_leaning, where the aggregated score is the average of the interquartile range of the political leaning of the sole users' posts;monthly_scores_agg.json: a dictionary mont->node_id->political_leaning, where the aggregated score is the weighted(*) average among (i) the mean value of the interquartile range of the political leaning of the users' posts, (ii) the mean value of the interquartile range of the political leaning of the users' comments;

(*) being posts' annotation more reliable than comments' ones we decided to weight the former 10 times the latter when aggregating.

monthly_networks_full.zip

This archive contains all the monthly undirected, unweighted, interaction network (each row identifying an edge among two node ids). The networks cover all users having having a political leanin computed (using *both* posts and comments).

monthly_networks_posts.zip

This archive contains all the monthly undirected, unweighted, interaction network (each row identifying an edge among two node ids). The networks cover all users having having a political leanin computed considering *only* posts.
DOI: 10.6084/m9.figshare.25295956
title: <b>Highly variable breeding phenology in an arid region colonial cooperative breeder, the Sociable Weaver</b>

description: Code and data for: <b>Highly variable breeding phenology in an arid region colonial cooperative breeder, the Sociable Weaver</b><br>Describing breeding phenology – the timings of reproductive events – is central for studying individual fitness and population dynamics. While fundamental differences in breeding strategies between different biomes (e.g. tropics and temperate regions) have long been identified, detailed descriptions based on long-term studies of individually marked birds are biased towards North American and European bird populations. As a result, crucial information on bird breeding phenology remains scarce in bird diversity hotspots such as southern Africa, an area that is also highly threatened by climate change. In most of the Southern hemisphere arid regions, especially in southern Africa and Australia, rainfall patterns are often erratic, leading to variation in the duration of the conditions suitable for breeding within and between years. These dynamic environmental conditions select for flexible and opportunistic breeding strategies. Consequently, breeding seasons vary from year to year both in length and intensity – from skipping breeding to prolonged breeding with multiple attempts per couple. Here, we report on the highly variable breeding cycle of the Sociable Weaver Philetairus socius, a colonial cooperatively breeding passerine from the arid savannahs of the Kalahari region of southern Africa. We monitored the reproduction of an individually marked population over 11 years. Breeding activity usually started at the end of winter, but varied greatly in starting date as well as duration (from 4 to 11 months). The percentage of active nests also changed greatly within and between seasons. As a result, the yearly number of clutches per female changed markedly between years, leading to extreme cases such as a female that laid 8 clutches in a year (and others suspected to lay up to 13), which is one of the highest numbers reported for any wild bird species.
DOI: 10.15468/aggdd6
title: Parc éolien terrestre de Sévérac-Guenrouet-Parc éolien de Sévérac-Guenrouet-activité hauteur-Chiroptères 2021-E1

description: Données acoustiques en hauteur de nacelle de E1 pour le parc éolien de Sévérac, en 2021
DOI: 10.15468/g79vvp
title: Parc éolien de Gurunhuel (22) - suivis environnementaux - Chiroptères à hauteur de nacelle 2021 - Inventaire non protocolé

description: Données brutes écoute chiroptères à hauteur de nacelle réalisée en 2021
DOI: 10.15468/5q6zwu
title: Parc éolien de Coatjégu - Données brutes suivi chiroptères en altitude 2021 - Dervenn

description: Données brutes du suivi en altitude des chiroptères dans le cadre de la deuxième année de suivi environnemental du parc de Coatjégu - 2021
DOI: 10.15468/6e379d
title: Ferme éolienne d'AVESSAC - Parc éolien terrestre d'Avessac - activité nacelle Chiroptères - 2021 - E03

description: Données de l'activités des Chiroptères à hauteur de nacelle par la présence ou l'absence de contact
DOI: 10.15468/gt372m
title: Parc éolien de la Benate - Suivi environnementaux la Benate 2021

description: Suivi mortalité 2021 et suivi activité chiroptère à hauteur de nacelle 2021
DOI: 10.15468/heufhe
title: Parc éolien de Montafilant – suivi environnemental - Sion_les_mines_DEPOBIO_suivi_activite_.csv

description: Suivi environnemental du parc éolien de Montafilant : Suivi d´activité avifaune/chiroptères 2021
DOI: 10.15468/p6ce5j
title: Parc éolien de La Chapelle-Baloue-Televersement_Chapelle_Baloue_TAXREF_A1_utf8

description: Suivi environnemental du parc éolien de La Chapelle-Baloue
DOI: 10.15468/va2vye
title: Parc éolien de Pannecé - Oiseaux - Inventaire non protocolé pannecé 2021

description: Liste des cadavres d'oiseaux ramassés dans le cadre du suivi de mortalité réalisé au niveau du parc éolien de Pannecé sur la commune de Pannecé (44)
DOI: 10.15468/tm99ea
title: Projet d'énergie renouvelable-[SUIVI] 2021 oiseaux

description: suivi oiseaux / Projet d'énergie renouvelable dans le milieu marin.
DOI: 10.15468/6mtn42
title: BELLEUSE_SUIVIS ENVIRONNEMENTAUX_2021 - PE de BELLEUSE - suivi mortalité 2021

description: Données issues du suivi mortalité 2021 du parc éolien de Belleuse
DOI: 10.15468/pdwt2k
title: Parc éolien de FAY - Données Chiroptères en hauteur SGF

description: Données de Chiroptères en hauteur sur la zone d'implantation potentielle du projet de parc éolien de Fay
DOI: 10.15468/b7cwu7
title: Projet de construction du parc éolien Les Landes du Tiers-Inventaire mammifères

description: Prospection mammifères terrestres opportunistes et chiroptères par points d'inventaire au sein de l'aire d'étude
DOI: 10.15468/mergxv
title: SHF | POPReptile (Espaces protégés de la LPO France et de l'OFB) - POPReptile | RNN Saint-Denis-du-Payré

description: Données du protocole de suivi SHF des populations de reptiles sur la Réserve Naturelle nationale de Saint-Denis-du-Payré.
DOI: 10.15468/ud94dd
title: Parc éolien Senonnes Les Caves - suivi environnemental - Senonnes_suivi_altitude_2021_SINP.csv

description: Suivi environnemental du parc éolien de Sennones : Suivi d´activité chiroptérologique
DOI: 10.15468/fbwgcn
title: Eoliennes des Asters - Données brutes chiroptérofaune mât de mesure

description: Fichier regroupant les données brutes pour le taxon chiroptérofaune mât de mesure issues de l'état initial écologique pour le projet éolien des Eoliennes des Asters.
DOI: 10.15468/xcn5cv
title: Parc éolien de Gurunhuel (22) - suivis environnementaux - Suivi mortalité 2021

description: Résultats bruts des données de mortalité dans le cadre du suivi réalisé en 2021
DOI: 10.15468/eff68z
title: Les éoliennes de Conquereuil - Parc éolien terrestre de Conquereuil - activité nacelle Chiroptères - 2021 - E3

description: le jeu de données présence et absence de Chiroptères à hauteur de nacelle