cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13130/rd_unimi/2hb4wc/qpshfl
title: acqu2s
DOI: 10.13130/rd_unimi/2hb4wc/ulr2bv
title: format.temp
DOI: 10.25430/researchdata.cab.unipd.it.00001679
title: Scattered light noise due to dust particles contamination in the vacuum pipes of the Einstein Telescope

description: Codes and data used for the analysis of the paper "Scattered light noise due to dust particles contamination in the vacuum pipes of the Einstein Telescope"
DOI: 10.13130/rd_unimi/2hb4wc/jjjmzz
title: SMSQ10.100
DOI: 10.13130/rd_unimi/2hb4wc/no3lql
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/0xn1ii
title: clevels
DOI: 10.13130/rd_unimi/2hb4wc/nontcv
title: shimvalues
DOI: 10.13130/rd_unimi/2hb4wc/uuitsd
title: 13C.jdf
DOI: 10.13130/rd_unimi/2hb4wc/mckg6t
title: uxnmr.par
DOI: 10.13130/rd_unimi/2hb4wc/xvln3h
title: uxnmr.par
DOI: 10.13130/rd_unimi/2hb4wc/gjaopa
title: 13C.jdf
DOI: 10.13130/rd_unimi/2hb4wc/pxzpfb
title: HMBC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/slm69e
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/stu9ji
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/ccnb0c
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/eaewzf
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/ltzdme
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/uyyqis
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/wjjeix
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/sqgjnn
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/uyjy4g
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/7vfhq7
title: intrng
DOI: 10.13130/rd_unimi/2hb4wc/u5tndw
title: HSQC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/d3amkl
title: title
DOI: 10.13130/rd_unimi/2hb4wc/ieztcq
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/nevz7e
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/tzmxba
title: fid
DOI: 10.13130/rd_unimi/2hb4wc/g9oq2q
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/hdpu2f
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/acow7v
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/chcpx3
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/wqy7xe
title: Avance.incl
DOI: 10.13130/rd_unimi/2hb4wc/quem7i
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/wc6pjn
title: Avance.incl
DOI: 10.13130/rd_unimi/2hb4wc/8xeup9
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/xcizqf
title: ser
DOI: 10.5281/zenodo.17641687
title: Dataset and scripts for rTMS in healthy people analysis
DOI: 10.13130/rd_unimi/2hb4wc/am1mjv
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/prvtm0
title: title
DOI: 10.13130/rd_unimi/2hb4wc/0ikli4
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/76ftzl
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/2eexhy
title: prosol_History
DOI: 10.13130/rd_unimi/2hb4wc/x9h4g0
title: ser
DOI: 10.13130/rd_unimi/2hb4wc/dat8tp
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/hyn1k6
title: clevels
DOI: 10.5281/zenodo.17641627
title: Data For Figures From 'How is cold, star-forming gas in galaxies affected by magnetic fields?' (Bogue et al)

description: This deposit contains the numerical data arrays and metadata required to produce column density images (see Figure 6) and magnetic field images (see Figure 9) at 150Myr of the magnetohydrodynamic and hydrodynamic simulations presented in 'How is cold, star-forming gas in galaxies affected by magnetic fields?'. It also contains the necessary data for the Kennicutt-Schmidt (KS) plot (Figure 15) of the paper. Further details can be found in the readme file, and additional data is availble on request from the first author, Kamran R J Bogue.
DOI: 10.13130/rd_unimi/2hb4wc/2vphjo
title: 2rr
DOI: 10.13130/rd_unimi/2hb4wc/qbajwk
title: acqu2
DOI: 10.5281/zenodo.17641626
title: Data For Figures From 'How is cold, star-forming gas in galaxies affected by magnetic fields?' (Bogue et al)

description: This deposit contains the numerical data arrays and metadata required to produce column density images (see Figure 6) and magnetic field images (see Figure 9) at 150Myr of the magnetohydrodynamic and hydrodynamic simulations presented in 'How is cold, star-forming gas in galaxies affected by magnetic fields?'. It also contains the necessary data for the Kennicutt-Schmidt (KS) plot (Figure 15) of the paper. Further details can be found in the readme file, and additional data is availble on request from the first author, Kamran R J Bogue.
DOI: 10.13130/rd_unimi/2hb4wc/hyhdyw
title: specpar
DOI: 10.13130/rd_unimi/2hb4wc/ny35or
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/3fsqtl
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/h0xder
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/culbqg
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/ebnnta
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/rsuj85
title: 1r
DOI: 10.13130/rd_unimi/2hb4wc/vqxrj7
title: title
DOI: 10.13130/rd_unimi/2hb4wc/ntz8kb
title: prosol_History
DOI: 10.13130/rd_unimi/2hb4wc/38whqy
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/nmcw2r
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/jgglgs
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/rqtvjx
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/mzqidt
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/zwiowu
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/jztfcg
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/nj2hl7
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/413v2y
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/mgdswl
title: integrals.txt
DOI: 10.13130/rd_unimi/2hb4wc/hlj1cp
title: COSY.jdf
DOI: 10.13130/rd_unimi/2hb4wc/o5tuec
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/3aqxvh
title: COSY.jdf
DOI: 10.13130/rd_unimi/2hb4wc/uvmh1c
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/ehxnfa
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/lpvgrv
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/ra4bvc
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/zxgwvq
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/svbigz
title: peaks
DOI: 10.13130/rd_unimi/2hb4wc/0tnd85
title: clevels
DOI: 10.13130/rd_unimi/2hb4wc/cfszm4
title: 1H-CD3CN.jdf
DOI: 10.13130/rd_unimi/2hb4wc/27irdy
title: 1i
DOI: 10.13130/rd_unimi/2hb4wc/dovsba
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/1nvfwo
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/xdhofg
title: title
DOI: 10.13130/rd_unimi/2hb4wc/p5x730
title: uxnmr.par
DOI: 10.13130/rd_unimi/2hb4wc/r6yxzz
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/ercehk
title: adcInfo_TRX1.xml
DOI: 10.13130/rd_unimi/2hb4wc/x3xokp
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/czrnjd
title: 1H.jdf
DOI: 10.13130/rd_unimi/2hb4wc/oooamp
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/jyansv
title: prosol_History
DOI: 10.13130/rd_unimi/2hb4wc/rqb7va
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/omtue7
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/uwog81
title: uxnmr.info
DOI: 10.13130/rd_unimi/2hb4wc/vt2tsk
title: fid
DOI: 10.13130/rd_unimi/2hb4wc/ay5gwl
title: adcInfo_TRX3.xml
DOI: 10.13130/rd_unimi/2hb4wc/np0vl6
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/hgz2yb
title: HSQC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/nu3hh7
title: specpar
DOI: 10.13130/rd_unimi/2hb4wc/2thqgi
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/e1qphd
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/897a4p
title: specpar
DOI: 10.13130/rd_unimi/2hb4wc/n41xqg
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/92jwm8
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/nyhav6
title: uxnmr.par
DOI: 10.13130/rd_unimi/2hb4wc/tt1isz
title: HSQC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/umvtx9
title: title
DOI: 10.13130/rd_unimi/2hb4wc/g9gifm
title: adcInfo_TRX1.xml
DOI: 10.13130/rd_unimi/2hb4wc/u762wl
title: Delay.incl
DOI: 10.13130/rd_unimi/2hb4wc/9kgo6i
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/cib2rb
title: peaklist.xml
DOI: 10.13130/rd_unimi/2hb4wc/ax0b1h
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/lbxhws
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/hgxnes
title: specpar
DOI: 10.13130/rd_unimi/2hb4wc/2e5pmr
title: uxnmr.info
DOI: 10.13130/rd_unimi/2hb4wc/qion2o
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/flklur
title: 2rr
DOI: 10.13130/rd_unimi/2hb4wc/xazjes
title: clevels
DOI: 10.13130/rd_unimi/2hb4wc/br9zww
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/qrj4sz
title: 1i
DOI: 10.13130/rd_unimi/2hb4wc/l5do5o
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/xtz13p
title: topshimreport
DOI: 10.13130/rd_unimi/2hb4wc/7p7qcc
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/xdl1ny
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/gesrtt
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/gowwi8
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/08xaid
title: acqu2s
DOI: 10.13130/rd_unimi/2hb4wc/t94ms1
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/ovrun9
title: adcInfo_TRX1.xml
DOI: 10.13130/rd_unimi/2hb4wc/wxwf83
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/fx99b8
title: acqu2s
DOI: 10.13130/rd_unimi/2hb4wc/ys9fps
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/7467en
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/qtcxub
title: acqu2s
DOI: 10.13130/rd_unimi/2hb4wc/3ubgfv
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/lsmv0r
title: HSQC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/r07edn
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/syvrdu
title: 13C.jdf
DOI: 10.13130/rd_unimi/2hb4wc/viqzsk
title: title
DOI: 10.13130/rd_unimi/2hb4wc/asjjgz
title: uxnmr.info
DOI: 10.13130/rd_unimi/2hb4wc/vxmyme
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/bw77xa
title: hmbcetgpl3nd
DOI: 10.13130/rd_unimi/2hb4wc/vg4qj2
title: title
DOI: 10.13130/rd_unimi/2hb4wc/pr06vv
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/hhezof
title: ser
DOI: 10.13130/rd_unimi/2hb4wc/hxhbvy
title: scon2
DOI: 10.6084/m9.figshare.30621101
title: Comparative Policy Timeline of The Uptake of EV's in The UK and Greater Manchester

description: This dataset shows the historic uptake of electric vehicles (EVs) within the UK and Greater Manchester (GM), alongside national and regional policies to provide a comparison at these scales.
DOI: 10.6084/m9.figshare.30621101.v2
title: Comparative Policy Timeline of The Uptake of EV's in The UK and Greater Manchester

description: This dataset shows the historic uptake of electric vehicles (EVs) within the UK and Greater Manchester (GM), alongside national and regional policies to provide a comparison at these scales.
DOI: 10.13130/rd_unimi/2hb4wc/ibijnl
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/sqrmw9
title: proc
DOI: 10.6084/m9.figshare.30621101.v1
title: Comparative Policy Timeline of The UK and Greater Manchester

description: This dataset shows the historic uptake of electric vehicles (EVs) within the UK and Greater Manchester (GM), alongside national and regional policies to provide a comparison at these scales.
DOI: 10.13130/rd_unimi/2hb4wc/a5cnur
title: title
DOI: 10.13130/rd_unimi/2hb4wc/hnsr5w
title: curdat2
DOI: 10.13130/rd_unimi/2hb4wc/vyqkce
title: clevels
DOI: 10.13130/rd_unimi/2hb4wc/yvijph
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/lti6tt
title: uxnmr.par
DOI: 10.13130/rd_unimi/2hb4wc/rmtahg
title: ser
DOI: 10.13130/rd_unimi/2hb4wc/hg3icd
title: pulseprogram.precomp
DOI: 10.13130/rd_unimi/2hb4wc/v0p8qr
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/4eunpp
title: 1r
DOI: 10.13130/rd_unimi/2hb4wc/epycyv
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/sfbiay
title: COSY.jdf
DOI: 10.13130/rd_unimi/2hb4wc/vkavkz
title: intrng
DOI: 10.5281/zenodo.17641594
title: Data on the soil biochemical properties of citrus orchards
DOI: 10.5281/zenodo.17641595
title: Data on the soil biochemical properties of citrus orchards
DOI: 10.13130/rd_unimi/2hb4wc/bcuttc
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/qsve8p
title: clevels
DOI: 10.13130/rd_unimi/2hb4wc/sezgbn
title: title
DOI: 10.13130/rd_unimi/2hb4wc/uc0eg6
title: portf
DOI: 10.13130/rd_unimi/2hb4wc/en8fl9
title: Grad.incl
DOI: 10.13130/rd_unimi/2hb4wc/xucw7h
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/dhhp2r
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/ffzf2d
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/ri0crh
title: specpar
DOI: 10.13130/rd_unimi/2hb4wc/fd7t1u
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/wm6nob
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/hsc3kq
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/zufwd5
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/oagwq3
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/yvjg8e
title: clevels
DOI: 10.13130/rd_unimi/2hb4wc/aujhel
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/uxpymy
title: title
DOI: 10.13130/rd_unimi/2hb4wc/quse68
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/4xz0qp
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/9srfeg
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/wfclbz
title: title
DOI: 10.13130/rd_unimi/2hb4wc/xknath
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/6k9ks5
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/olohjk
title: acqu2s
DOI: 10.13130/rd_unimi/2hb4wc/0hchok
title: proc2s
DOI: 10.13130/rd_unimi/2hb4wc/rtnm8w
title: COSY.jdf
DOI: 10.13130/rd_unimi/2hb4wc/1idmsz
title: uxnmr.par
DOI: 10.13130/rd_unimi/2hb4wc/9opsxk
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/1g7nji
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/uemodw
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/6gsock
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/9tpifs
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/3uy4zz
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/1o6hii
title: ser
DOI: 10.13130/rd_unimi/2hb4wc/m9wwkt
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/0k3jrg
title: overflow_log_dru1.txt
DOI: 10.13130/rd_unimi/2hb4wc/vuo71g
title: overflow_log_dru1.txt
DOI: 10.13130/rd_unimi/2hb4wc/ym4qcz
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/ymcszn
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/nfm6gb
title: 13C.jdf
DOI: 10.13130/rd_unimi/2hb4wc/stymrz
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/fonlxo
title: proc2s
DOI: 10.13130/rd_unimi/2hb4wc/snub1z
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/a3wp9k
title: proc_2dsym
DOI: 10.13130/rd_unimi/2hb4wc/ghx89n
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/kegvqh
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/wfzcpn
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/ei9esl
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/fsisvm
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/l4kd5a
title: 2ir
DOI: 10.13130/rd_unimi/2hb4wc/jl9oly
title: proc2s
DOI: 10.13130/rd_unimi/2hb4wc/yggltc
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/cadvvm
title: proc2s
DOI: 10.13130/rd_unimi/2hb4wc/eg2x42
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/fir35m
title: 13C.jdf
DOI: 10.13130/rd_unimi/2hb4wc/qemsmk
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/2m69gb
title: title
DOI: 10.13130/rd_unimi/2hb4wc/fycggf
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/cjlpia
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/vounsg
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/hdbrak
title: used_from
DOI: 10.13130/rd_unimi/2hb4wc/opxwla
title: HMBC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/xo7cw6
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/aia0lx
title: clevels
DOI: 10.13130/rd_unimi/2hb4wc/esf2du
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/0n6n77
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/cbus9r
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/4zzr66
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/e72cfr
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/fpbrhu
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/ki4qmd
title: title
DOI: 10.13130/rd_unimi/2hb4wc/qozk1q
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/ywi2he
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/cmvnur
title: HSQC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/vnzl5w
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/2gn5nh
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/3hx3ez
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/8a5czc
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/sgazfh
title: HMBC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/x9pfph
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/ihcmug
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/yzwrki
title: uxnmr.info
DOI: 10.13130/rd_unimi/2hb4wc/iakbc5
title: specpar
DOI: 10.13130/rd_unimi/2hb4wc/otvc6n
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/fsif1p
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/hq88mz
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/6gwjwb
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/8a9oav
title: HMBC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/xr4htz
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/jo4mea
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/xsgsud
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/y7cavq
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/9p2img
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/ksutaa
title: Delay.incl
DOI: 10.13130/rd_unimi/2hb4wc/ebamoe
title: proc2s
DOI: 10.13130/rd_unimi/2hb4wc/pm7ota
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/gexflt
title: proc2s
DOI: 10.13130/rd_unimi/2hb4wc/s0g4kj
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/iffj1l
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/lzhw5a
title: title
DOI: 10.13130/rd_unimi/2hb4wc/b8rcp8
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/ivt56o
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/6f48h2
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/zskw8k
title: 19F.jdf
DOI: 10.13130/rd_unimi/2hb4wc/1hhlfi
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/ab3haa
title: peaks
DOI: 10.13130/rd_unimi/2hb4wc/3o5msw
title: COSY.jdf
DOI: 10.13130/rd_unimi/2hb4wc/opihij
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/5sgoan
title: HMBC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/8mplol
title: clevels
DOI: 10.13130/rd_unimi/2hb4wc/ca3xp9
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/q1chos
title: proc2s
DOI: 10.13130/rd_unimi/2hb4wc/mssahr
title: fq1list
DOI: 10.13130/rd_unimi/2hb4wc/rf33ei
title: specpar
DOI: 10.13130/rd_unimi/2hb4wc/7ibrdb
title: fid
DOI: 10.13130/rd_unimi/2hb4wc/h9vgl0
title: title
DOI: 10.13130/rd_unimi/2hb4wc/izfkcz
title: acqu2s
DOI: 10.13130/rd_unimi/2hb4wc/s1ikxn
title: title
DOI: 10.13130/rd_unimi/2hb4wc/agmkmw
title: peakrng
DOI: 10.13130/rd_unimi/2hb4wc/kl1x9i
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/ilrsz3
title: ser
DOI: 10.13130/rd_unimi/2hb4wc/2x9c85
title: fid
DOI: 10.13130/rd_unimi/2hb4wc/afyf7d
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/qmh5wp
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/vhmdxx
title: uxnmr.par
DOI: 10.13130/rd_unimi/2hb4wc/dhtuod
title: fid
DOI: 10.13130/rd_unimi/2hb4wc/vwyuqv
title: clevels
DOI: 10.13130/rd_unimi/2hb4wc/ehjpwr
title: 13C.jdf
DOI: 10.13130/rd_unimi/2hb4wc/r46olq
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/2eowhs
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/fm1neq
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/0spwvy
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/c9lhbo
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/7eiyry
title: HSQC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/kjqh4r
title: 1H.jdf
DOI: 10.13130/rd_unimi/2hb4wc/sevmbf
title: cpdprg2
DOI: 10.13130/rd_unimi/2hb4wc/fwf9ym
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/tmpgrs
title: 19F.jdf
DOI: 10.13130/rd_unimi/2hb4wc/einqwk
title: 1r
DOI: 10.13130/rd_unimi/2hb4wc/yd43bn
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/sheo2x
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/z5et9e
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/uir20m
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/z1hn16
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/njoxoq
title: title
DOI: 10.13130/rd_unimi/2hb4wc/6tm9j0
title: fq1list
DOI: 10.13130/rd_unimi/2hb4wc/o80ek0
title: procs
DOI: 10.13130/rd_unimi/2hb4wc/ofyi9g
title: COSY.jdf
DOI: 10.13130/rd_unimi/2hb4wc/wicp4e
title: uxnmr.par
DOI: 10.13130/rd_unimi/2hb4wc/azgncx
title: uxnmr.info
DOI: 10.13130/rd_unimi/2hb4wc/g2puvo
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/csknz1
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/vymffn
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/5amtgx
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/xshijx
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/d4xywv
title: peaklist.xml
DOI: 10.13130/rd_unimi/2hb4wc/vvwkm3
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/dmhxq1
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/k7pmv4
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/fcrfce
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/szqusp
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/3izp9a
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/flrc8t
title: acqu2s
DOI: 10.13130/rd_unimi/2hb4wc/hdebrl
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/tro1cs
title: 1r
DOI: 10.5281/zenodo.17476737
title: Dataset for the article "Robust Visible Light Positioning: A Comparative Study of Machine Learning Estimators in Spatial Segmentation and Transmitter Failure Scenarios"
DOI: 10.5281/zenodo.17476738
title: Dataset for the article "Robust Visible Light Positioning: A Comparative Study of Machine Learning Estimators in Spatial Segmentation and Transmitter Failure Scenarios"
DOI: 10.13130/rd_unimi/2hb4wc/rseqrz
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/zur14l
title: outd
DOI: 10.13130/rd_unimi/2hb4wc/wmlxed
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/agnnkp
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/cbkjzp
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/1akauw
title: title
DOI: 10.13130/rd_unimi/2hb4wc/d3gfte
title: proc2
DOI: 10.13130/rd_unimi/2hb4wc/nh9gzi
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/spt3ub
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/1yvvb5
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/vvdjuw
title: specpar
DOI: 10.13130/rd_unimi/2hb4wc/7libqk
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/agg7it
title: 1i
DOI: 10.13130/rd_unimi/2hb4wc/hfblre
title: audita.txt
DOI: 10.13130/rd_unimi/2hb4wc/7wekev
title: format.ased
DOI: 10.13130/rd_unimi/2hb4wc/idpcl9
title: acqu
DOI: 10.13130/rd_unimi/2hb4wc/qyzzfx
title: acqu2
DOI: 10.13130/rd_unimi/2hb4wc/fctgzi
title: scon2
DOI: 10.13130/rd_unimi/2hb4wc/9jkn6p
title: 1i
DOI: 10.13130/rd_unimi/2hb4wc/h3jo3y
title: ser
DOI: 10.13130/rd_unimi/2hb4wc/87zwpc
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/uvpnwj
title: auditp.txt
DOI: 10.13130/rd_unimi/2hb4wc/gcrpf6
title: pulseprogram
DOI: 10.13130/rd_unimi/2hb4wc/hrjdpp
title: 1i
DOI: 10.13130/rd_unimi/2hb4wc/asy8js
title: 1H.jdf
DOI: 10.13130/rd_unimi/2hb4wc/vbtgeq
title: HMBC.jdf
DOI: 10.13130/rd_unimi/2hb4wc/qkc9un
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/btyeiy
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/xtcanz
title: thumb.png
DOI: 10.13130/rd_unimi/2hb4wc/r71igh
title: fq1list
DOI: 10.13130/rd_unimi/2hb4wc/wajapb
title: format.temp
DOI: 10.13130/rd_unimi/2hb4wc/7zhhtt
title: proc
DOI: 10.13130/rd_unimi/2hb4wc/nd56lx
title: uxnmr.info
DOI: 10.5281/zenodo.14841462
title: The Sampling Threat when Mining Generalizable Inter-Library Usage Patterns

description: Tool support in software engineering often relies on relationships, regularities, patterns, or rules mined from other users’ code. Examples include approaches to bug prediction, code recommendation, and code autocompletion. Mining is typically performed on samples of code rather than the entirety of available software projects. While sampling is crucial for scaling data analysis, it might influence the generalization of the mined patterns. This paper focuses on sampling software projects filtered for specific libraries and frameworks, and on mining patterns that connect different libraries. We call these inter-library patterns.

We observe that limiting the sample to a specific library may hinder the generalization of inter-library patterns, posing a threat to their use or interpretation. Using a simulation and a real case study, we demonstrate this threat for different sampling methods. Our simulation shows that only when sampling for the disjunction of both libraries involved in the implication of a pattern, the implication generalizes well. Additionally, we demonstrate that real empirical data sampled using the GitHub search API does not behave as expected from our simulation. This identifies a potential threat relevant for many studies that use the GitHub search API for studying inter-library patterns.
description: The data is under the Creative Commons Attribution Share-Alike 4.0 license. The source code is under the GNU General Public License.
DOI: 10.13130/rd_unimi/2hb4wc/wqlhgp
title: acqus
DOI: 10.13130/rd_unimi/2hb4wc/zastzu
title: procs