Þ¥bonds€¬cell_results…Ù$8bd4f390-591f-11ec-0b66-6585ca602debŠ¦queued¤logs§running¦output†¤body ¤mimeªtext/plain¬rootassigneeÀ²last_run_timestampËAÚ‘ 6B’%°persist_js_state·has_pluto_hook_features§cell_idÙ$8bd4f390-591f-11ec-0b66-6585ca602deb¹depends_on_disabled_cells§runtimeÎÛ¯výµpublished_object_keys¸depends_on_skipped_cells§erroredÂÙ$105261ea-22b1-4506-b6c5-9a44ed636921Š¦queued¤logs§running¦output†¤bodyÛtü¤mime©text/html¬rootassigneeÀ²last_run_timestampËAÚ‘ :mºˆ°persist_js_state·has_pluto_hook_features§cell_idÙ$105261ea-22b1-4506-b6c5-9a44ed636921¹depends_on_disabled_cells§runtimeÏA !¥µpublished_object_keys¸depends_on_skipped_cells§erroredÂÙ$6437a0f4-0c68-4956-9c2e-3a7a12591007Š¦queued¤logs‘ˆ¤lineÿ£msg’Ù“Radius: Mean: 11.425215 kpc Min, Max: (1.8618001f0, 25.1569f0) kpc Standard deviation: 3.745875 kpc Redshift: Min, Max: (0.0f0, 0.050228f0) ªtext/plain§cell_idÙ$6437a0f4-0c68-4956-9c2e-3a7a12591007¦kwargs¢id´PlutoRunner_d1acb81e¤fileÙP/home/runner/.julia/packages/Pluto/T7rKa/src/runner/PlutoRunner/src/io/stdout.jl¥group¦stdout¥level®LogLevel(-555)§running¦output†¤body ¤mimeªtext/plain¬rootassigneeÀ²last_run_timestampËAÚ‘ :Ÿµ¦°persist_js_state·has_pluto_hook_features§cell_idÙ$6437a0f4-0c68-4956-9c2e-3a7a12591007¹depends_on_disabled_cells§runtimeÎ çéâµpublished_object_keys¸depends_on_skipped_cells§erroredÂÙ$30b5b786-9feb-4387-918b-9f26c85d0681Š¦queued¤logs§running¦output†¤body ¤mimeªtext/plain¬rootassigneeÀ²last_run_timestampËAÚ‘ 7?p°persist_js_state·has_pluto_hook_features§cell_idÙ$30b5b786-9feb-4387-918b-9f26c85d0681¹depends_on_disabled_cells§runtimeÎý!>µpublished_object_keys¸depends_on_skipped_cells§erroredÂÙ$bc031ef8-6fa2-4feb-a354-000960395686Š¦queued¤logs§running¦output†¤bodyÙÈ

xGASS

Data

¤mime©text/html¬rootassigneeÀ²last_run_timestampËAÚ‘´ò'¢°persist_js_state·has_pluto_hook_features§cell_idÙ$bc031ef8-6fa2-4feb-a354-000960395686¹depends_on_disabled_cells§runtimeÎ1µpublished_object_keys¸depends_on_skipped_cells§errored±cell_dependencies…Ù$8bd4f390-591f-11ec-0b66-6585ca602deb„´precedence_heuristic§cell_idÙ$8bd4f390-591f-11ec-0b66-6585ca602deb´downstream_cells_map…ªStatisticsªCairoMakie®DelimitedFiles¦FITSIO¬LaTeXStrings‘Ù$105261ea-22b1-4506-b6c5-9a44ed636921²upstream_cells_map€Ù$105261ea-22b1-4506-b6c5-9a44ed636921„´precedence_heuristic §cell_idÙ$105261ea-22b1-4506-b6c5-9a44ed636921´downstream_cells_map€²upstream_cells_mapŠ¨scatter!¤Axis¸LaTeXStrings.latexstring¦Figure¨redshift‘Ù$30b5b786-9feb-4387-918b-9f26c85d0681¨log_mass‘Ù$30b5b786-9feb-4387-918b-9f26c85d0681¦@L_str¬LaTeXStrings‘Ù$8bd4f390-591f-11ec-0b66-6585ca602deb«theme_blackªset_theme!Ù$6437a0f4-0c68-4956-9c2e-3a7a12591007„´precedence_heuristic §cell_idÙ$6437a0f4-0c68-4956-9c2e-3a7a12591007´downstream_cells_map§R90_kpc²upstream_cells_mapŽ¤read§extrema¡!¥isnan¡>¦isless¦filter¤data‘Ù$30b5b786-9feb-4387-918b-9f26c85d0681§println¡<¨redshift‘Ù$30b5b786-9feb-4387-918b-9f26c85d0681¡*¤mean£stdÙ$30b5b786-9feb-4387-918b-9f26c85d0681„´precedence_heuristic §cell_idÙ$30b5b786-9feb-4387-918b-9f26c85d0681´downstream_cells_mapˆ§sfr_err¨log_mass‘Ù$105261ea-22b1-4506-b6c5-9a44ed636921¨redshift’Ù$105261ea-22b1-4506-b6c5-9a44ed636921Ù$6437a0f4-0c68-4956-9c2e-3a7a12591007¨frac_gas«atomic_mass¤data‘Ù$6437a0f4-0c68-4956-9c2e-3a7a12591007§log_msd£sfr²upstream_cells_map‚¤FITS¤readÙ$bc031ef8-6fa2-4feb-a354-000960395686„´precedence_heuristic §cell_idÙ$bc031ef8-6fa2-4feb-a354-000960395686´downstream_cells_map€²upstream_cells_map‚§@md_str¨getindex´cell_execution_order•Ù$8bd4f390-591f-11ec-0b66-6585ca602debÙ$bc031ef8-6fa2-4feb-a354-000960395686Ù$30b5b786-9feb-4387-918b-9f26c85d0681Ù$105261ea-22b1-4506-b6c5-9a44ed636921Ù$6437a0f4-0c68-4956-9c2e-3a7a12591007´last_hot_reload_timeË©shortpath¨plots.jl®process_status¥ready¤pathÙD/home/runner/work/experimental_data/experimental_data/xgass/plots.jl­pluto_version¦v1.0.1®last_save_timeËAÚ‘´èjjªcell_order•Ù$8bd4f390-591f-11ec-0b66-6585ca602debÙ$bc031ef8-6fa2-4feb-a354-000960395686Ù$30b5b786-9feb-4387-918b-9f26c85d0681Ù$105261ea-22b1-4506-b6c5-9a44ed636921Ù$6437a0f4-0c68-4956-9c2e-3a7a12591007­julia_version§v1.12.6±published_objects€¥nbpkgŠ¯install_time_nsÏCÁ0¬instantiatedòinstalled_versions‡ªCairoMakie¦0.15.6ªStatistics¦stdlib®DelimitedFiles¦stdlibÙ!__internal_julia_manifest_version¦1.12.6¦FITSIO¦0.17.5¸__internal_julia_version¦1.12.6¬LaTeXStrings¥1.4.0°terminal_outputs†ªStatisticsÚÚ Waiting for other notebooks to finish Pkg operations... === Resolving... ===  Installed CFITSIO_jll ─ v4.6.2+0  Installed CFITSIO ───── v1.7.2  Installed FITSIO ────── v0.17.5  Installing 1 artifacts  Installed artifact CFITSIO 896.7 KiB  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === ªCairoMakieÚÚ Waiting for other notebooks to finish Pkg operations... === Resolving... ===  Installed CFITSIO_jll ─ v4.6.2+0  Installed CFITSIO ───── v1.7.2  Installed FITSIO ────── v0.17.5  Installing 1 artifacts  Installed artifact CFITSIO 896.7 KiB  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === ªnbpkg_syncÚÚ Waiting for other notebooks to finish Pkg operations... === Resolving... ===  Installed CFITSIO_jll ─ v4.6.2+0  Installed CFITSIO ───── v1.7.2  Installed FITSIO ────── v0.17.5  Installing 1 artifacts  Installed artifact CFITSIO 896.7 KiB  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === ®DelimitedFilesÚÚ Waiting for other notebooks to finish Pkg operations... === Resolving... ===  Installed CFITSIO_jll ─ v4.6.2+0  Installed CFITSIO ───── v1.7.2  Installed FITSIO ────── v0.17.5  Installing 1 artifacts  Installed artifact CFITSIO 896.7 KiB  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === ¦FITSIOÚÚ Waiting for other notebooks to finish Pkg operations... === Resolving... ===  Installed CFITSIO_jll ─ v4.6.2+0  Installed CFITSIO ───── v1.7.2  Installed FITSIO ────── v0.17.5  Installing 1 artifacts  Installed artifact CFITSIO 896.7 KiB  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === ¬LaTeXStringsÚÚ Waiting for other notebooks to finish Pkg operations... === Resolving... ===  Installed CFITSIO_jll ─ v4.6.2+0  Installed CFITSIO ───── v1.7.2  Installed FITSIO ────── v0.17.5  Installing 1 artifacts  Installed artifact CFITSIO 896.7 KiB  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_sbbztzpuza/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === §enabled÷restart_recommended_msgÀ´restart_required_msgÀ­busy_packages¶waiting_for_permissionÂÙ,waiting_for_permission_but_probably_disabled«cell_inputs…Ù$8bd4f390-591f-11ec-0b66-6585ca602deb„§cell_idÙ$8bd4f390-591f-11ec-0b66-6585ca602deb¤codeÙBusing DelimitedFiles, CairoMakie, LaTeXStrings, FITSIO, Statistics¨metadataƒ©show_logsèdisabled®skip_as_script«code_foldedÂÙ$105261ea-22b1-4506-b6c5-9a44ed636921„§cell_idÙ$105261ea-22b1-4506-b6c5-9a44ed636921¤codeÚSlet set_theme!(theme_black()) f = Figure() ax = Axis( f[1,1], xlabel=L"\mathrm{redshift}", ylabel=L"\log(\mathrm{M_\star / M_\odot})", title=L"\mathrm{Mass \,\, vs. \,\, z}", titlesize=30, xlabelsize=28, ylabelsize=28, xticklabelsize=20, yticklabelsize=20, ) scatter!(ax, redshift, log_mass, markersize=4) f end¨metadataƒ©show_logsèdisabled®skip_as_script«code_foldedÃÙ$6437a0f4-0c68-4956-9c2e-3a7a12591007„§cell_idÙ$6437a0f4-0c68-4956-9c2e-3a7a12591007¤codeÚ\begin R90_kpc = filter( x -> (!isnan(x) && x > 0.0), read(data, "petrR50_z") .* read(data, "CINDX"), ) println("Radius:\n") println("\tMean: $(mean(R90_kpc)) kpc") println("\tMin, Max: $(extrema(R90_kpc)) kpc") println("\tStandard deviation: $(std(R90_kpc)) kpc\n") println("Redshift:\n") println("\tMin, Max: $(extrema(redshift))") end¨metadataƒ©show_logsèdisabled®skip_as_script«code_foldedÂÙ$30b5b786-9feb-4387-918b-9f26c85d0681„§cell_idÙ$30b5b786-9feb-4387-918b-9f26c85d0681¤codeÚDbegin data = FITS("./data/xGASS_representative_sample.fits")[2] sfr = read(data, "SFR_best") sfr_err = read(data, "SFRerr_best") log_mass = read(data, "lgMstar") log_msd = read(data, "lgmust") redshift = read(data, "zHI") atomic_mass = read(data, "lgMHI") frac_gas = read(data, "lgGF") end;¨metadataƒ©show_logsèdisabled®skip_as_script«code_foldedÂÙ$bc031ef8-6fa2-4feb-a354-000960395686„§cell_idÙ$bc031ef8-6fa2-4feb-a354-000960395686¤codeÙmd""" # [xGASS](https://xgass.icrar.org/) ### [Data](https://xgass.icrar.org/assets/data/xGASS_representative_sample.fits) """¨metadataƒ©show_logsèdisabled®skip_as_script«code_foldedënotebook_idÙ$9d7812ec-74f6-11f1-9126-cb8a0e2222e2«in_temp_dir¨metadata€