cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/dq8z-mddh
title: Measurement of Calcium at Bredkälen

description: Measurement of Calcium at Bredkälen
DOI: 10.48597/dygj-jnex
title: Measurement of Magnesium at Aspvreten

description: Measurement of Magnesium at Aspvreten
DOI: 10.48597/e575-vrux
title: Measurement of Conductivity at Rickleå

description: Measurement of Conductivity at Rickleå
DOI: 10.48597/eh9n-8su6
title: Measurement of Ozone at Zoebelboden

description: Measurement of Ozone at Zoebelboden
DOI: 10.48597/epdm-vsvc
title: Measurement of Nitrogen_dioxide at Vorhegg

description: Measurement of Nitrogen_dioxide at Vorhegg
DOI: 10.48597/f54b-whsr
title: Measurement of Magnesium at Råö

description: Measurement of Magnesium at Råö
DOI: 10.48597/f5uk-xfny
title: Measurement of Ammonium at Bredkälen

description: Measurement of Ammonium at Bredkälen
DOI: 10.48597/f8zu-wd8j
title: Measurement of Inorganics in precipitation at Bredkälen

description: Measurement of Inorganics in precipitation at Bredkälen
DOI: 10.48597/ffnq-s7k5
title: Measurement of pH at Bredkälen

description: Measurement of pH at Bredkälen
DOI: 10.48597/fp3n-xksj
title: Measurement of Precipitation_amount at Aspvreten

description: Measurement of Precipitation_amount at Aspvreten
DOI: 10.48597/gcqw-6nk9
title: Measurement of Precipitation_amount at Rickleå

description: Measurement of Precipitation_amount at Rickleå
DOI: 10.48597/gtnm-ctpf
title: Measurement of Chloride at Aspvreten

description: Measurement of Chloride at Aspvreten
DOI: 10.48597/h3e9-cvbt
title: Measurement of Ozone at Grimsö

description: Measurement of Ozone at Grimsö
DOI: 10.48597/h6hc-5h3x
title: Measurement of Inorganics in precipitation at Aspvreten

description: Measurement of Inorganics in precipitation at Aspvreten
DOI: 10.48597/h9uw-2cwf
title: Measurement of Nitrate at Esrange

description: Measurement of Nitrate at Esrange
DOI: 10.48597/hfus-utur
title: Measurement of Conductivity at Råö

description: Measurement of Conductivity at Råö
DOI: 10.48597/j23t-dtxg
title: Measurement of Ammonium at Hallahus

description: Measurement of Ammonium at Hallahus
DOI: 10.48597/j755-ujqf
title: Measurement of Sulphate_total at Råö

description: Measurement of Sulphate_total at Råö
DOI: 10.48597/jm9p-rawt
title: Measurement of Chloride at Hallahus

description: Measurement of Chloride at Hallahus
DOI: 10.48597/kpy5-49ua
title: Measurement of Ozone at Norra-Kvill

description: Measurement of Ozone at Norra-Kvill
DOI: 10.48597/kqpj-54eg
title: Measurement of pH at Rickleå

description: Measurement of pH at Rickleå
DOI: 10.48597/m89e-tpjt
title: Measurement of Aerosol_absorption_coefficient at Hyytiälä

description: Measurement of Aerosol_absorption_coefficient at Hyytiälä
DOI: 10.48597/mpxd-exk6
title: Measurement of Sulphate_corrected at Esrange

description: Measurement of Sulphate_corrected at Esrange
DOI: 10.48597/mwu7-6wu3
title: Measurement of Ozone at Hallahus

description: Measurement of Ozone at Hallahus
DOI: 10.48597/n4bf-sfmy
title: Measurement of Nitrogen_dioxide at Sonnblick

description: Measurement of Nitrogen_dioxide at Sonnblick
DOI: 10.48597/p578-anjb
title: Measurement of Precipitation_amount at Bredkälen

description: Measurement of Precipitation_amount at Bredkälen
DOI: 10.48597/pfbz-uxwh
title: Measurement of Ammonium at Aspvreten

description: Measurement of Ammonium at Aspvreten
DOI: 10.48597/pu3x-mauz
title: Measurement of Ozone at Grimsö

description: Measurement of Ozone at Grimsö
DOI: 10.48597/q3uc-89cs
title: Measurement of Sulphate_total at Rickleå

description: Measurement of Sulphate_total at Rickleå
DOI: 10.48597/qhx4-zp6a
title: Measurement of Ozone at Grebenzen bei St. Lamprecht

description: Measurement of Ozone at Grebenzen bei St. Lamprecht
DOI: 10.48597/qtnt-n63z
title: Measurement of Sulphate_corrected at Bredkälen

description: Measurement of Sulphate_corrected at Bredkälen
DOI: 10.48597/rnuk-ad4e
title: Measurement of pH at Hallahus

description: Measurement of pH at Hallahus
DOI: 10.48597/rxh6-bq8u
title: Measurement of Ozone at Vindeln

description: Measurement of Ozone at Vindeln
DOI: 10.48597/sh7v-re4u
title: Measurement of Conductivity at Bredkälen

description: Measurement of Conductivity at Bredkälen
DOI: 10.48597/sqgb-kydu
title: Measurement of Ozone at Pillersdorf bei Retz

description: Measurement of Ozone at Pillersdorf bei Retz
DOI: 10.48597/srrz-xxeh
title: Measurement of Inorganics in precipitation at Esrange

description: Measurement of Inorganics in precipitation at Esrange
DOI: 10.48597/sywv-kq5n
title: Measurement of Calcium at Råö

description: Measurement of Calcium at Råö
DOI: 10.48597/taxu-ffau
title: Measurement of Ozone at Råö

description: Measurement of Ozone at Råö
DOI: 10.48597/tk43-nmfd
title: Measurement of Sulphur_dioxide at Vorhegg

description: Measurement of Sulphur_dioxide at Vorhegg
DOI: 10.48597/u3a9-7faj
title: Measurement of Inorganics in precipitation at Bredkälen

description: Measurement of Inorganics in precipitation at Bredkälen
DOI: 10.48597/ufgy-cz4n
title: Measurement of Potassium at Bredkälen

description: Measurement of Potassium at Bredkälen
DOI: 10.48597/v3jq-styh
title: Measurement of Sodium at Esrange

description: Measurement of Sodium at Esrange
DOI: 10.48597/v6hc-4buf
title: Measurement of Pm1_mass at Illmitz

description: Measurement of Pm1_mass at Illmitz
DOI: 10.48597/vtxu-scfn
title: Measurement of Conductivity at Esrange

description: Measurement of Conductivity at Esrange
DOI: 10.5281/zenodo.10785285
title: All Tasks- STROKE - ALAMEDA Bracelet Data with manual Annotations

description: The tasks_all_total_with_manual_annotations.csv file contains accelerometer data and task labels of the pilot stroke patients that are given in folder datasets/bracelet/stroke. It includes 11 patients that are manually annotated and consists of 7 columns. Those columns are:





x, y, z, which represent the accelerometer values of the bracelets sensors used on either left or right wrist of the patients




T and time, which represent the timestamp of the activity (time) and the period (T).




Patient ID column, which is the number id of the patients.




Task column, which represents the task performed by the patient.



This file contains the tasks that are described below. Inside of each parenthesis, is given the name of each task, based on the annotations that were provided on datasets/annotations/raw_medical_tracking/stroke/ intense-monitoring_with_manual_annotations_v2.xlsx file and on the accelerometer data that were available on stroke pilot folder mentioned above. Those tasks are:







cane_above_head (Cane above the head)




standing_on_forefeet (Standing on the forefeet)




lateral_steps (Lateral steps)




rotation_cane (Rotations using a cane)




cane_to_chest (Cane-to-chest)




lateral_movement (Lateral movements with cane)




hands_on_cane (Hands on the cane)




lifting_knees (Lifting the knees)




normal_walk (Normal walking)




tandem_walk (Tandem walking)




bicycle_walk (Bycicle walking)




walk_with_knees_raised (Walking with the knees raised)




rowing_movement (Rowing movements)




flexion_extension_knees (Flexion and extension of the knees)




 

The features used to recognize activities in stroke patients are x,y,z and Task.
DOI: 10.5281/zenodo.10785286
title: All Tasks- STROKE - ALAMEDA Bracelet Data with manual Annotations

description: The tasks_all_total_with_manual_annotations.csv file contains accelerometer data and task labels of the pilot stroke patients that are given in folder datasets/bracelet/stroke. It includes 11 patients that are manually annotated and consists of 7 columns. Those columns are:





x, y, z, which represent the accelerometer values of the bracelets sensors used on either left or right wrist of the patients




T and time, which represent the timestamp of the activity (time) and the period (T).




Patient ID column, which is the number id of the patients.




Task column, which represents the task performed by the patient.



This file contains the tasks that are described below. Inside of each parenthesis, is given the name of each task, based on the annotations that were provided on datasets/annotations/raw_medical_tracking/stroke/ intense-monitoring_with_manual_annotations_v2.xlsx file and on the accelerometer data that were available on stroke pilot folder mentioned above. Those tasks are:







cane_above_head (Cane above the head)




standing_on_forefeet (Standing on the forefeet)




lateral_steps (Lateral steps)




rotation_cane (Rotations using a cane)




cane_to_chest (Cane-to-chest)




lateral_movement (Lateral movements with cane)




hands_on_cane (Hands on the cane)




lifting_knees (Lifting the knees)




normal_walk (Normal walking)




tandem_walk (Tandem walking)




bicycle_walk (Bycicle walking)




walk_with_knees_raised (Walking with the knees raised)




rowing_movement (Rowing movements)




flexion_extension_knees (Flexion and extension of the knees)




 

The features used to recognize activities in stroke patients are x,y,z and Task.
DOI: 10.5281/zenodo.10785264
title: All Tasks- Multiple Sclerosis - ALAMEDA Bracelet Data

description: The tasks_all_total.csv file contains accelerometer data and task labels of the pilot stroke patients that are given in folder datasets/bracelet/stroke. It includes 11 patients that are annotated and consists of 7 columns. Those columns are:





x, y, z, which represent the accelerometer values of the bracelets sensors used on either left or right wrist of the patients




T and time, which represent the timestamp of the activity (time) and the period (T).




Patient ID column, which is the number id of the patients.




Task column, which represents the task performed by the patient.



This file contains the tasks that are described below. Inside of each parenthesis, is given the name of each task, based on the annotations that were provided on datasets/annotations/raw_medical_tracking/stroke/intense-monitoring-clean.xlsx file and on the accelerometer data that were available on stroke pilot folder mentioned above. Those tasks are:







cane_above_head (Cane above the head)




standing_on_forefeet (Standing on the forefeet)




lateral_steps (Lateral steps)




rotation_cane (Rotations using a cane)




cane_to_chest (Cane-to-chest)




lateral_movement (Lateral movements with cane)




hands_on_cane (Hands on the cane)




lifting_knees (Lifting the knees)




normal_walk (Normal walking)




tandem_walk (Tandem walking)




bicycle_walk (Bycicle walking)




walk_with_knees_raised (Walking with the knees raised)




rowing_movement (Rowing movements)




flexion_extension_knees (Flexion and extension of the knees)




The features used to recognize activities in stroke patients are x,y,z and Task.
DOI: 10.5281/zenodo.10785265
title: All Tasks- Multiple Sclerosis - ALAMEDA Bracelet Data

description: The tasks_all_total.csv file contains accelerometer data and task labels of the pilot stroke patients that are given in folder datasets/bracelet/stroke. It includes 11 patients that are annotated and consists of 7 columns. Those columns are:





x, y, z, which represent the accelerometer values of the bracelets sensors used on either left or right wrist of the patients




T and time, which represent the timestamp of the activity (time) and the period (T).




Patient ID column, which is the number id of the patients.




Task column, which represents the task performed by the patient.



This file contains the tasks that are described below. Inside of each parenthesis, is given the name of each task, based on the annotations that were provided on datasets/annotations/raw_medical_tracking/stroke/intense-monitoring-clean.xlsx file and on the accelerometer data that were available on stroke pilot folder mentioned above. Those tasks are:







cane_above_head (Cane above the head)




standing_on_forefeet (Standing on the forefeet)




lateral_steps (Lateral steps)




rotation_cane (Rotations using a cane)




cane_to_chest (Cane-to-chest)




lateral_movement (Lateral movements with cane)




hands_on_cane (Hands on the cane)




lifting_knees (Lifting the knees)




normal_walk (Normal walking)




tandem_walk (Tandem walking)




bicycle_walk (Bycicle walking)




walk_with_knees_raised (Walking with the knees raised)




rowing_movement (Rowing movements)




flexion_extension_knees (Flexion and extension of the knees)




The features used to recognize activities in stroke patients are x,y,z and Task.
DOI: 10.48597/wajn-6xe9
title: Measurement of Nitrate at Rickleå

description: Measurement of Nitrate at Rickleå
DOI: 10.48597/whbz-vsyj
title: Measurement of Chloride at Råö

description: Measurement of Chloride at Råö
DOI: 10.48597/wzdp-a3br
title: Measurement of Inorganics in precipitation at Bredkälen

description: Measurement of Inorganics in precipitation at Bredkälen
DOI: 10.48597/xq9k-kcny
title: Measurement of Ozone at Asa

description: Measurement of Ozone at Asa
DOI: 10.48597/ypvk-hqea
title: Measurement of Nitrogen_dioxide at Zoebelboden

description: Measurement of Nitrogen_dioxide at Zoebelboden
DOI: 10.48597/yt4b-g6tu
title: Measurement of pH at Esrange

description: Measurement of pH at Esrange
DOI: 10.48597/yt7f-msas
title: Measurement of Inorganics in precipitation at Bredkälen

description: Measurement of Inorganics in precipitation at Bredkälen
DOI: 10.48597/yytp-n56h
title: Measurement of Potassium at Råö

description: Measurement of Potassium at Råö
DOI: 10.48597/z264-225e
title: Measurement of Nitrate at Esrange

description: Measurement of Nitrate at Esrange
DOI: 10.48597/z4ms-a8me
title: Measurement of Nitrogen_dioxide at Illmitz

description: Measurement of Nitrogen_dioxide at Illmitz
DOI: 10.48597/zd4u-gsag
title: Measurement of Potassium at Aspvreten

description: Measurement of Potassium at Aspvreten
DOI: 10.48597/zfp8-xcr3
title: Measurement of Ammonium at Rickleå

description: Measurement of Ammonium at Rickleå
DOI: 10.48597/zk4p-fbur
title: Measurement of Potassium at Rickleå

description: Measurement of Potassium at Rickleå
DOI: 10.48597/25ud-h6vw
title: Measurement of Inorganics in precipitation at Birkenes

description: Measurement of Inorganics in precipitation at Birkenes
DOI: 10.48597/3e99-8nuy
title: Measurement of Pm25_mass at Verneuil

description: Measurement of Pm25_mass at Verneuil
DOI: 10.48597/3gcs-vgrv
title: Measurement of Sulphate_corrected at Ny-Ålesund

description: Measurement of Sulphate_corrected at Ny-Ålesund
DOI: 10.48597/3qvz-pzw9
title: Measurement of Aerosol light scattering at Anmyeon-do

description: Measurement of Aerosol light scattering at Anmyeon-do
DOI: 10.48597/3r3k-jrhz
title: Measurement of Sulphate_corrected at Zeppelin mountain (Ny-Ålesund)

description: Measurement of Sulphate_corrected at Zeppelin mountain (Ny-Ålesund)
DOI: 10.48597/427z-ps22
title: Measurement of Inorganics in air and particle phase at Ny-Ålesund - Nordpolhotellet

description: Measurement of Inorganics in air and particle phase at Ny-Ålesund - Nordpolhotellet
DOI: 10.48597/49fw-kf5q
title: Measurement of Nitrogen_dioxide at Hurdal

description: Measurement of Nitrogen_dioxide at Hurdal
DOI: 10.48597/55za-c56w
title: Measurement of Inorganics in air and particle phase at Ny-Ålesund - Transformatorbua

description: Measurement of Inorganics in air and particle phase at Ny-Ålesund - Transformatorbua
DOI: 10.48597/68c8-raux
title: Measurement of Nitrogen oxides at Lamezia Terme

description: Measurement of Nitrogen oxides at Lamezia Terme
DOI: 10.48597/6cxv-bbe4
title: Measurement of Aerosol light scattering at Anmyeon-do

description: Measurement of Aerosol light scattering at Anmyeon-do
DOI: 10.20375/0000-0011-83d1-c
title: Codebook_KIIS_Interethnic_tolerance_1994-2023_UKR_ENG.xlsx
DOI: 10.48597/6dmv-q8xg
title: Measurement of Sulphate_corrected at Høylandet

description: Measurement of Sulphate_corrected at Høylandet
DOI: 10.20375/0000-0011-83d2-b
title: Data_documentation_KIIS_Interethnic_tolerance_1994-2023_eng.pdf
DOI: 10.48597/74nh-ycbn
title: Measurement of Inorganics in precipitation at Nausta

description: Measurement of Inorganics in precipitation at Nausta
DOI: 10.20375/0000-0011-83d3-a
title: Data_KIIS_Interethnic_tolerance_1994-2023.csv
DOI: 10.48597/7sdm-f8bt
title: Measurement of TOX-26, TOX-50, TOX-62 and POPs (persistent organic pollutants) at Tiksi

description: Measurement of TOX-26, TOX-50, TOX-62 and POPs (persistent organic pollutants) at Tiksi
DOI: 10.20375/0000-0011-83d4-9
title: Data_KIIS_Interethnic_tolerance_1994-2023_ENG.sav
DOI: 10.48597/7uvu-49f2
title: Measurement of Inorganics in precipitation at Kårvatn

description: Measurement of Inorganics in precipitation at Kårvatn
DOI: 10.20375/0000-0011-83d5-8
title: Data_KIIS_Interethnic_tolerance_1994-2023_UKR.sav
DOI: 10.48597/a2jy-qsas
title: Measurement of Aerosol light scattering at Anmyeon-do

description: Measurement of Aerosol light scattering at Anmyeon-do
DOI: 10.48597/aem8-6mjz
title: Measurement of Pm25_mass at Peyrusse Vieille

description: Measurement of Pm25_mass at Peyrusse Vieille
DOI: 10.48597/af4v-7ykn
title: Measurement of Sulphate_corrected at Hurdal

description: Measurement of Sulphate_corrected at Hurdal
DOI: 10.48597/asnv-utwn
title: Measurement of Pm25_mass at Guipry

description: Measurement of Pm25_mass at Guipry
DOI: 10.48597/atnt-vkww
title: Measurement of Inorganics in air and particle phase at Birkenes II

description: Measurement of Inorganics in air and particle phase at Birkenes II
DOI: 10.48597/ba3r-dd7u
title: Measurement of Sulphate_corrected at Haukeland

description: Measurement of Sulphate_corrected at Haukeland
DOI: 10.48597/bfv6-xfus
title: Measurement of Pm10_mass at Guipry

description: Measurement of Pm10_mass at Guipry
DOI: 10.48597/c79w-jaxv
title: Measurement of Inorganics in air and particle phase at Hurdal

description: Measurement of Inorganics in air and particle phase at Hurdal
DOI: 10.48597/ctb4-6gg4
title: Measurement of Meteorology at Le Casset

description: Measurement of Meteorology at Le Casset
DOI: 10.48320/6dbbde65-16b5-41cb-a870-089423bb461c
title: Inter-ethnic prejudice in Ukraine (1994-2023)
DOI: 10.48597/cytx-zhmn
title: Measurement of Sulphate_corrected at Ny-Ålesund - Transformatorbua

description: Measurement of Sulphate_corrected at Ny-Ålesund - Transformatorbua
DOI: 10.48597/feje-bjgk
title: Measurement of Aerosol light scattering at Anmyeon-do

description: Measurement of Aerosol light scattering at Anmyeon-do
DOI: 10.48597/fxyd-jszv
title: Measurement of Sulphate_corrected at Kårvatn

description: Measurement of Sulphate_corrected at Kårvatn
DOI: 10.48597/gfz4-tjv3
title: Measurement of Sulphate_corrected at Kårvatn

description: Measurement of Sulphate_corrected at Kårvatn
DOI: 10.48597/ha4j-xk9p
title: Measurement of Inorganics in precipitation at Karpbukt

description: Measurement of Inorganics in precipitation at Karpbukt
DOI: 10.48597/hh4g-tanj
title: Measurement of Meteorology at Peyrusse Vieille

description: Measurement of Meteorology at Peyrusse Vieille
DOI: 10.48597/hquh-7kez
title: Measurement of Sulphate_corrected at Ny-Ålesund - Nordpolhotellet

description: Measurement of Sulphate_corrected at Ny-Ålesund - Nordpolhotellet
DOI: 10.48597/j2xn-cv36
title: Measurement of Sulphate_corrected at Birkenes

description: Measurement of Sulphate_corrected at Birkenes
DOI: 10.48597/je54-fv4z
title: Measurement of Sulphate_corrected at Birkenes II

description: Measurement of Sulphate_corrected at Birkenes II
DOI: 10.48597/knfj-ca7n
title: Measurement of Nitrogen_dioxide at Birkenes II

description: Measurement of Nitrogen_dioxide at Birkenes II
DOI: 10.48597/metf-etr8
title: Measurement of Sulphate_corrected at Karpbukt

description: Measurement of Sulphate_corrected at Karpbukt
DOI: 10.48597/mng3-eqzd
title: Measurement of POPs (persistent organic pollutants) at Tiksi

description: Measurement of POPs (persistent organic pollutants) at Tiksi
DOI: 10.48597/mydd-aknc
title: Measurement of Inorganics in precipitation at Treungen

description: Measurement of Inorganics in precipitation at Treungen
DOI: 10.48597/nffa-kjz6
title: Measurement of Inorganics in precipitation at Høylandet

description: Measurement of Inorganics in precipitation at Høylandet
DOI: 10.48597/pmu5-s2sz
title: Measurement of Inorganics in precipitation at Haukeland

description: Measurement of Inorganics in precipitation at Haukeland
DOI: 10.48597/qmcg-9pjt
title: Measurement of Sulphate_corrected at Tustervatn

description: Measurement of Sulphate_corrected at Tustervatn
DOI: 10.48597/rbku-6frp
title: Measurement of Inorganics in air and particle phase at Kårvatn

description: Measurement of Inorganics in air and particle phase at Kårvatn
DOI: 10.48597/rpy3-se9u
title: Measurement of Meteorology at Revin

description: Measurement of Meteorology at Revin
DOI: 10.48597/rqnz-h7bj
title: Measurement of Aerosol light scattering at Anmyeon-do

description: Measurement of Aerosol light scattering at Anmyeon-do
DOI: 10.48597/srcx-52tt
title: Measurement of Nitrogen oxides at Lamezia Terme

description: Measurement of Nitrogen oxides at Lamezia Terme
DOI: 10.48597/t22n-gza9
title: Measurement of Inorganics in precipitation at Tustervatn

description: Measurement of Inorganics in precipitation at Tustervatn
DOI: 10.48597/u42q-egrh
title: Measurement of Meteorology at Montandon

description: Measurement of Meteorology at Montandon
DOI: 10.48597/u7a7-n69a
title: Measurement of Nitrogen_dioxide at Tustervatn

description: Measurement of Nitrogen_dioxide at Tustervatn
DOI: 10.48597/uegc-d9fv
title: Measurement of Meteorology at Morvan

description: Measurement of Meteorology at Morvan
DOI: 10.48597/ujt5-54f6
title: Measurement of Pm25_mass at La Coulonche

description: Measurement of Pm25_mass at La Coulonche
DOI: 10.48597/vkcv-wrpz
title: Measurement of Sulphate_corrected at Nausta

description: Measurement of Sulphate_corrected at Nausta
DOI: 10.48597/xgj6-qekk
title: Measurement of Sulphate_corrected at Treungen

description: Measurement of Sulphate_corrected at Treungen
DOI: 10.48597/xm64-tvfq
title: Measurement of Aerosol light scattering at Anmyeon-do

description: Measurement of Aerosol light scattering at Anmyeon-do
DOI: 10.5281/zenodo.10785299
title: VeReMi and BSMList datasets of F2MD

description: F2MD simulation framework to emulate real traffic scenarios and generate datasets. F2MD is an extension based on the VEINS framework, which itself is an open-source VANET simulation platform integrating the event-driven network simulator OMNeT++\cite{OMNeT2018} and the road traffic simulator SUMO. F2MD is capable of producing two types of datasets: the first is the VeReMi dataset, which records Basic Safety Message (BSM) information received by vehicles from nearby vehicles during transit, as well as whether the vehicle itself is acting as an attacker. The second type of dataset is BSMList, which contains the results of basic plausibility and consistency checks performed on each received message, provided by F2MD.
DOI: 10.5281/zenodo.10785300
title: VeReMi and BSMList datasets of F2MD

description: F2MD simulation framework to emulate real traffic scenarios and generate datasets. F2MD is an extension based on the VEINS framework, which itself is an open-source VANET simulation platform integrating the event-driven network simulator OMNeT++\cite{OMNeT2018} and the road traffic simulator SUMO. F2MD is capable of producing two types of datasets: the first is the VeReMi dataset, which records Basic Safety Message (BSM) information received by vehicles from nearby vehicles during transit, as well as whether the vehicle itself is acting as an attacker. The second type of dataset is BSMList, which contains the results of basic plausibility and consistency checks performed on each received message, provided by F2MD.