https://mbounthavong.com/blog daily 0.75 2026-03-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1489985209599-6DRU7G374412MFQW6M4Y/maxresdefault.jpg Mark Bounthavong blog https://mbounthavong.com/blog/2026/3/31/two-part-model-with-bootstrap-using-r monthly 0.5 2026-03-31 https://mbounthavong.com/blog/2026/2/27/one-sample-z-test-of-proportions-in-r monthly 0.5 2026-02-27 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/af054159-22b8-4875-9801-d6d051e3a838/face_front.png Mark Bounthavong blog - One-sample z-test of proportions in R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2026/1/30/literary-cafe-series-patterns-and-costs-of-glp1-ra-part-1-getting-data-from-meps monthly 0.5 2026-01-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/8e41c239-26e7-456a-80d3-6d2a9dbd3032/frontpage.png Mark Bounthavong blog - Literary Cafe series: Patterns and costs of GLP1-RA (Part 1) - Getting data from MEPS - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/12/31/literary-cafe-series-policy-analysis-part-2-interrupted-times-series-analysis-with-publicly-available-data monthly 0.5 2025-12-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/cfd5653f-b1a3-4d94-b4c7-6b5530407ad5/Blogpage2.png Mark Bounthavong blog - Literary Cafe series: Policy analysis (Part 2) - Interrupted Times Series Analysis with publicly available data - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/11/30/literary-cafe-series-getting-data-from-cdc-wonder monthly 0.5 2026-01-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/a6b464c4-bd26-4765-aaa1-08d0c96181ae/Blogpage.png Mark Bounthavong blog - Literary Cafe series - Policy Analysis (Part 1): Getting Data From CDC WONDER - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/10/31/is-there-a-principal-agent-problem-between-large-retail-chain-pharmacy-corporations-and-community-pharmacists monthly 0.5 2025-10-31 https://mbounthavong.com/blog/2025/9/15/loading-data-into-the-r-environment monthly 0.5 2025-09-16 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/12d55512-b22d-4043-bc3c-e4e84215763c/facing_page.png Mark Bounthavong blog - Loading data into the R environment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/8/30/r-tips-and-tricks-guide-part-2 monthly 0.5 2025-09-02 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/8aeba060-ea61-4577-b733-4bbd45907705/frontpage.png Mark Bounthavong blog - R - Tips and Tricks (Guide) - Part 2 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/7/29/ratio-of-risk-ratios-in-r monthly 0.5 2025-07-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/838677a5-772d-4642-9318-3c78e8e1fcb8/Frontpage.png Mark Bounthavong blog - Ratio of risk ratios in R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/6/22/pharmacist-labor-market-using-supply-and-demand-curves monthly 0.5 2025-06-25 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/6e66ae3a-5d36-40da-9780-53351a12767c/Figure+1.png Mark Bounthavong blog - Pharmacist labor market using supply and demand curves - Make it stand out Figure 1. Simple demand and supply curves. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/dc61c8e3-993d-4fdc-bb8f-8cb8638e66f8/Figure+2.png Mark Bounthavong blog - Pharmacist labor market using supply and demand curves - Make it stand out Figure 2. Supply curve shifts to the left due to a shortage. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/cdea798e-1036-48d4-81ff-4326368639b0/Figure+3.png Mark Bounthavong blog - Pharmacist labor market using supply and demand curves - Make it stand out Figure 3. Supply curve shifts to the right due to a surplus. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/4feb0998-8c34-49b3-9983-1094619fd8d9/Figure+4.png Mark Bounthavong blog - Pharmacist labor market using supply and demand curves - Make it stand out Figure 4. Demand curve shifts to the right due to an increase in the demand for pharmacists. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/a9ae1634-467a-4ba6-a2c1-8b52d3ad3e85/Figure+5.png Mark Bounthavong blog - Pharmacist labor market using supply and demand curves - Make it stand out Figure 5. Demand curve shifts to the left due to a decrease in the demand for pharmacists. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/6de38178-83bd-47a8-b627-d2fbc2e44a59/Figure+6.png Mark Bounthavong blog - Pharmacist labor market using supply and demand curves - Make it stand out Figure 6 illustrates what would have if there was a shortage of pharmacists and the demand increased. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/75b0a3b2-893a-4507-b1ab-2340f64b3221/Figure+7.png Mark Bounthavong blog - Pharmacist labor market using supply and demand curves - Make it stand out Figure 7. Impact of decreased demand and increased supply of pharmacists in the workforce. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/172d6923-13ae-4dc9-af42-069657376f42/Figure+8.png Mark Bounthavong blog - Pharmacist labor market using supply and demand curves - Make it stand out Figure 8. Impact of both the supply and demand curves are ambiguous depending on the amount of the shifts. https://mbounthavong.com/blog/2025/5/26/transform-data-from-wide-to-long-using-r monthly 0.5 2025-05-26 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/9bed9272-2350-43e3-95e7-4a238535e142/wide_long.png Mark Bounthavong blog - Transform data from wide to long format using R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/4/30/generate-data-using-the-stimstudy-package-in-r monthly 0.5 2025-05-08 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/15681b9f-89a1-4d02-9c6b-985ae64fb218/facingpage.png Mark Bounthavong blog - Generate data using the simstudy package in R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/3/30/medication-adherence-estimations-using-r-part-1 monthly 0.5 2025-03-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/fd14b6e2-6605-4c40-a623-7bcb299ddaec/Blog_front_facing.png Mark Bounthavong blog - Medication adherence estimations using R - Part 1 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/2/26/propensity-score-matching-in-r monthly 0.5 2025-02-26 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/68bed7a5-bfd4-43bb-bf6b-0e83d627e6bf/Frontfacing.png Mark Bounthavong blog - Propensity score matching in R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2025/1/30/stata-marginsplot-amp-mplotoffset-commands-for-plotting-average-marginal-effects monthly 0.5 2025-02-01 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/746c5cfe-1f89-4bd3-bec1-0a59c8ae9c58/Figure1.png Mark Bounthavong blog - Stata - marginsplot & mplotoffset commands for plotting average marginal effects - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/12/25/prepost-analysis-with-continuous-data-using-r-part-1 monthly 0.5 2024-12-26 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/eb78fd95-164e-46b0-98e9-2b46438176b5/blog.png Mark Bounthavong blog - Prepost analysis with continuous data using R - Part 1 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/11/30/some-cool-website-on-study-design-and-biostatistics monthly 0.5 2024-11-30 https://mbounthavong.com/blog/2024/10/28/linear-splint-model monthly 0.5 2024-10-29 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/244caf4b-e231-4afd-aac4-d97b736e9ecb/Blog_figure.png Mark Bounthavong blog - Linear spline (piecewise) models in Stata - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/9/28/tips-and-tricks-guide-with-r-and-rstudio monthly 0.5 2024-09-28 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/548ee36a-a876-4dc7-ac13-8311f30ce3ab/Frontpage.png Mark Bounthavong blog - Tips and Tricks (Guide) with R and RStudio - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/8/25/distributions-in-cost-effectiveness-analysis monthly 0.5 2024-08-25 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/92aea613-2de0-4b6f-b84a-6c7ad7889d90/Screenshot+2024-08-25+at+9.24.20%E2%80%AFAM.png Mark Bounthavong blog - Distributions in cost-effectiveness analysis - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/7/28/staggered-difference-in-differences-using-r monthly 0.5 2024-07-29 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/ea31f00c-39d4-4776-a9a7-02d562bed734/Figures.png Mark Bounthavong blog - Staggered difference-in-differences using R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/6/23/mediation-analysis-using-r monthly 0.5 2024-06-24 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/2d6455c4-f3ce-4cb5-814f-49ecf0a7501c/Blog_figure.png Mark Bounthavong blog - Mediation analysis using R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/5/18/using-excel-vba-macros-to-conduct-one-way-sensitivity-analyses-and-tornado-diagram monthly 0.5 2024-05-20 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/435c6974-d9d2-47ba-8fa0-df1ad9d73074/Figure_ICER.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 1. Example of the incremental cost-effectiveness ratio (ICER) changing due to a change in the price of Drug A. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/559d8778-f1d9-4ad1-912f-d67621bae77f/Figure_tornado.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 2. Example tornado diagram. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/f14ce950-ede2-4c76-b0bb-e80c1944d0d9/Figure_decision_model.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 3. Decision tree and relevant parameters. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1fe00ddb-f70a-433d-9a6b-75f1950855c0/Figure_NE.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 4. Results from the decision tree and cost-effectiveness plane. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/e7b1a533-d713-4bfc-b664-cfcb0e70e959/Figure_reseults.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 5. Results from the one-way sensitivity analysis. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/a7860668-4d41-43fc-b1b3-a19d0e1464cc/Figure_develop_tab.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 6. Developer tab on Excel’s ribbon panel. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/c380399c-2cd5-4c52-8963-d1431a72795f/Figure_developer_ribbon.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 7. Enabling the Develop tab in the Options window. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/795b21f5-8f91-4473-8f53-275d8e106699/Figure_vba_open.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 8. Open the VBA editor. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/c544804b-37d8-411e-ae08-c522a807f43c/Figure_vba_interface.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 9. VBA editor interface. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/fbf3c4ee-ae85-4974-8e80-726c759fe42a/Figure_macro1.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/3a8d753d-1c33-4790-8e64-28de72849e0d/Figure_vba_macro1.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 10. VBA Macro 1 – sort by ascending order the one-way sensitivity analysis table. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/838d40ce-e474-4ae0-8d01-8ab5c739a8ce/Figure_macro2.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/d45e057f-a33d-4fad-b89d-ab05df55d92c/Figures_vba_owsa_process.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 11. VBA macro to perform series of one-way sensitivity analyses. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/166a1a28-dd91-4d2e-aaf9-bdb4c540a707/Figure_macro3.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/bb4a106f-99d3-4e9a-a925-c1a9e90c9ff6/Figures_vba_reorder.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 12. VBA Macro 3 – re-order the one-way sensitivity analysis table by “Spread.” https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/29f531f8-2c46-4a5a-90a7-99afc0e8176c/Figure_format_axis.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 13. Format axis option to have the categories in reverse order. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/705be44a-d908-4ead-9879-a8f221c294f8/Figure_assign_macros.png Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 14. Assigning macros to buttons in Excel. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/a46482a8-d535-4b52-abab-c24073e45144/Figure_assign1.jpg Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 15. VBA Marco 1 assigned to the “Step 1” button. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/08b6d8ba-fa30-4ee1-b2c7-85bdcfb58f81/Figure_assign2.jpg Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 16. VBA Macro 2 assigned to the “Step 2” button. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/be889567-3fc2-4e36-a580-3d4ef62fef3e/Figure_assign3.jpg Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 17. VBA Macro 3 assigned to the “Step 3” button. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/69b35270-dee0-45b2-aa72-998a3d525c23/Figure_final.jpg Mark Bounthavong blog - Using Excel VBA macros to conduct one-way sensitivity analyses and tornado diagram - Make it stand out Figure 18. Final tornado diagram. https://mbounthavong.com/blog/2024/4/28/r-loading-data-from-google-drive monthly 0.5 2024-04-28 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/b1b18232-9ee6-4a5a-8a27-c9edc4bcb577/Figure.png Mark Bounthavong blog - R - Loading data from Google drive - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/3/25/presentations-with-r-markdown-part-3-changing-font-colors monthly 0.5 2024-03-25 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/0d4c8979-ae67-4b22-91d5-b4562b55c9ac/Blog_image.png Mark Bounthavong blog - Presentations with R Markdown - Part 3: Changing font colors - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/2/26/survival-analysis-immortal-time-bias-with-stata monthly 0.5 2024-02-27 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/58f8a70b-6c93-4967-bc25-9b86a53276f2/Squarespace+figure.png Mark Bounthavong blog - Survival Analysis - Immortal Time Bias with Stata - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2024/1/25/constructing-a-markov-model-for-cost-effectiveness-analysis-using-excel-a-tutorial monthly 0.5 2024-01-26 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/842bb0ab-255e-48c7-a0a8-7045ac0323ab/Figure+11.png Mark Bounthavong blog - Constructing a Markov model for cost-effectiveness analysis using Excel: A tutorial - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1832fe2b-cf45-44c7-99b5-60acd9add37e/2024-01-25_23-38-53.png Mark Bounthavong blog - Constructing a Markov model for cost-effectiveness analysis using Excel: A tutorial - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/12/27/meps-tutorial-7-helpful-notes monthly 0.5 2024-01-01 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/40971525-49cd-458f-9aaa-25073fd4eace/MEPS+Tutorial+7+-+Helpful+notes.png Mark Bounthavong blog - MEPS Tutorial - Some of my helpful notes - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/11/24/meps-tutorial-on-interrupted-time-series-analysis-in-r monthly 0.5 2023-11-24 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/b3e45b44-ddfe-4a0d-9258-f661937abf43/2023-11-24_0-20-12.png Mark Bounthavong blog - MEPS tutorial on interrupted time series analysis in R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/11/19/meps-tutorials-on-linkage-files-and-trend-analysis monthly 0.5 2023-11-19 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/e678e4e5-febf-4e67-9de4-2534b8d11913/Figure+-+main.png Mark Bounthavong blog - MEPS tutorials on linkage files and trend analysis - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/9aefb4d3-837e-41b5-9524-fdf924dc2851/Figure+1.png Mark Bounthavong blog - MEPS tutorials on linkage files and trend analysis - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/10/29/interrupted-time-series-analysis-itsa-with-stata monthly 0.5 2023-10-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/84191fc2-8422-482f-b40b-3bc9f27f63bd/2023-10-29_23-38-46.png Mark Bounthavong blog - Interrupted time series analysis (ITSA) with Stata - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/9/30/exact-matching-using-r-matchit-package monthly 0.5 2023-10-02 https://mbounthavong.com/blog/2023/8/20/building-a-book-using-the-bookdown-package-in-r-part-2-chapters-and-references monthly 0.5 2023-08-21 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/7b7e88ff-c25b-41b2-ac35-6070ac1a87ee/Figure_0_0.png Mark Bounthavong blog - Building a book using the bookdown package in R - Part 2: Chapters and References - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/7/24/building-a-book-using-the-bookdown-package-in-r monthly 0.5 2023-08-21 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/5ff02cde-cab8-49b4-a50b-e3570906c1c8/Screenshot+2023-07-24+at+4.55.36+PM.png Mark Bounthavong blog - Building a book using the bookdown package in R - Part 1 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/6/29/building-an-html-presentation-using-r-markdown-part-2 monthly 0.5 2023-06-29 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/3a919f18-14d0-41c0-8b71-68695a2e0917/Figure+8.png Mark Bounthavong blog - Building an HTML Presentation using R Markdown - Part 2 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/5/10/tweedie-glm-model-in-r-for-cost-data monthly 0.5 2023-05-16 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/b65218aa-a904-4c03-8031-5793c657b623/Figure_main.png Mark Bounthavong blog - Tweedie GLM model in R for Cost Data - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/4/30/two-part-models-in-r-application-with-cost-data monthly 0.5 2023-04-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/210b5fad-489a-49a3-bcf2-823325d9af15/Figure+1.png Mark Bounthavong blog - Two-part models in R - Application with cost data - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/3/29/building-an-html-presentation-using-r-markdown monthly 0.5 2023-03-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/5bb5bbff-ceea-433c-89ba-dec193f77de2/Figure+1+-+screenshot.jpg Mark Bounthavong blog - Building an HTML Presentation Using R Markdown - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/2/27/interpreting-regression-models monthly 0.5 2023-02-28 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/64043335-2404-4696-8127-6a5a5f771c10/Figure+7.png Mark Bounthavong blog - Interpreting regression models - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/1/12/meps-tutorial-3-applying-survey-weights-using-r monthly 0.5 2023-01-13 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/49d3f142-8c90-4aad-8f3b-0cb0bdd99751/Figure++cover+page.jpg Mark Bounthavong blog - MEPS Tutorial - Part 3: Applying survey weights using R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2023/1/6/meps-tutorial-part-2-merging-data-with-r monthly 0.5 2023-01-06 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/371f0914-5104-4b3b-8c9e-06de7c76d12e/Example+tutorial+page.jpg Mark Bounthavong blog - MEPS Tutorial - Part 2: Merging Data with R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/12/24/meps-tutorial-loading-data-into-r monthly 0.5 2023-01-06 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/19ced3fc-31dc-442a-9923-c3f22e48baeb/Figure+-+how+to+load+MEPS+data+into+R.jpg Mark Bounthavong blog - MEPS Tutorial - Part 1: Loading Data into R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/11/30/ispor-new-professionals-fireside-chat-networking-at-conferences monthly 0.5 2022-12-29 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/68d2e96a-c5b2-4733-9c06-5cdf1ae879b1/2022-11-30_6-42-50.jpg Mark Bounthavong blog - ISPOR New Professionals Fireside Chat -- Networking At Conferences - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/11/29/r-markdown-adding-icons-using-fontawesome-package-a-short-tutorial monthly 0.5 2022-11-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/580ba1f3-c76d-4119-b0ed-0d64a4deaec2/Figure+1+-+example.jpg Mark Bounthavong blog - R Markdown: Adding icons using the "fontawesome" package -- a short tutorial - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/10/30/stata-tutorial-adding-95-confidence-interval-to-two-way-line-plot monthly 0.5 2022-10-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/5d486989-1406-4925-8398-69970817465a/connected_errorbars.png Mark Bounthavong blog - Stata tutorial: Adding the 95% Confidence Interval to a Two-way Line Plot - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/9/29/ispor-new-professionals-fireside-chat-finding-sponsorship-and-mentorship-in-the-workplace monthly 0.5 2022-10-01 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/a730eb9d-be6e-4f26-9691-0a8af254b6b3/New+Professional+Fireside+chat.jpg Mark Bounthavong blog - ISPOR New Professionals Fireside Chat -- Finding Sponsorship and Mentorship in the Workplace - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/8/20/r-plotly-bar-charts monthly 0.5 2022-08-21 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/f98086b8-b798-439e-b2a1-432ce24635f3/Figure+1.jpg Mark Bounthavong blog - R plotly - Bar Charts - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/7/30/hosting-a-r-markdown-html-file-on-a-github-page monthly 0.5 2022-07-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/8d5448a1-f714-4cf0-b709-c79fa5386f6a/Figure+-+Example.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/5859dc30-4bfd-40b1-b2c5-8228b9168fbd/Figure+0a+-+Create+GitHub+Repository.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/b6612f08-e1d2-4778-8bbb-629fac764257/Figure+2.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/e9c23c87-2c19-461c-a84c-b45193a205d3/Figure+3.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/8f63191f-7893-4acc-8222-3bfac0e47513/Figure+4.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/d90a7558-ff56-4f86-908d-3904a214584d/Figure+4a.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/8f14afd7-90e0-43f1-b00c-2ef3c836af2f/Figure+5a.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/fee7410b-d2cf-441c-91db-ec89de8f53e0/Figure+5b.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/8e643f71-6b37-4dde-9554-0ea43962e377/Figure+5c.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/58071643-1c35-4b27-a5c3-33184aa2c768/Figure+6a.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/56107378-8d45-47f7-90d1-f988b9501497/Figure+6b.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/ceb03ff2-9771-4a65-9a1b-544b6688fb20/Figure+6c.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/fe86a612-57c0-4b36-b94d-d3d3f392984c/Figure+6d.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/ac90ed98-7d21-434d-9a99-534eb6ec7548/Figure+7.jpg Mark Bounthavong blog - Hosting an R Markdown HTML file on a GitHub page - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/6/29/sample-size-estimation-using-the-odds-ratio-in-a-case-control-study monthly 0.5 2022-06-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/06dbba35-cdb5-4b40-936b-4a936902f81a/Figure+1.png Mark Bounthavong blog - Sample size estimation using the odds ratio in a case-control study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/5/31/ispor-2022-meeting-may-15-18-2022-my-reports monthly 0.5 2022-10-01 https://mbounthavong.com/blog/2022/4/29/communicating-data-effectively-with-data-visualization-color-blind-friendly-palette monthly 0.5 2022-05-01 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/0fe4129f-9f31-416d-9333-96ccda0546ca/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 41 (Color Blind Friendly Palette) - Make it stand out Figure 1. Example of a sequential palette https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/d0f212c1-12d2-40b9-89a2-fc80cac3e130/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 41 (Color Blind Friendly Palette) - Make it stand out Figure 2. Example of a diverging palette https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/362cb060-9a05-413f-8c2e-4948fcae48b5/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 41 (Color Blind Friendly Palette) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/073d2131-6860-4b11-85fc-5bcb88efbab2/Color+vision+panel.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 41 (Color Blind Friendly Palette) - Make it stand out Figure 4. Examples of color vision deficiency. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/4f49530e-1a00-4316-8ad2-6d1c8c8c8e14/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 41 (Color Blind Friendly Palette) - Make it stand out Figure 5. ColorBrewer options. Source: https://colorbrewer2.org/ https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/ed992965-1843-41d6-956c-d88b2a6aeeb9/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 41 (Color Blind Friendly Palette) - Make it stand out Figure 6. Line chart using different dash line types and markers (square, triangle, and circle). https://mbounthavong.com/blog/2022/3/15/communicating-data-effectively-with-data-visualization-part-40-percentage-of-population-with-covid-19-vaccination monthly 0.5 2022-03-15 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/f91fe65b-7f0e-4458-a26e-14bd7a996225/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Source: www.informationisbeautiful.net (https://informationisbeautiful.net/visualizations/covid-19-coronavirus-infographic-datapack/) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/6b58ec35-dfe4-49df-b5f0-7169d212effc/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/be673f09-6b27-4ce0-84a0-27987a28a3ef/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/9fbdb1e6-aab0-441f-861c-f34030adfd84/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/68d1d688-dbfe-4b71-a509-c2054b8fd4c9/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/d8a8c337-6878-49ee-ac67-18ef06ff8022/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/0c8baa57-2553-428c-ba21-bed2c27f2cb4/Figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/ada03b42-8056-49da-b4de-c6b0be05cec0/Figure+8.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/60be555d-353e-44c2-bb8c-f551e26cc540/Figure+9.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/27de640a-a30b-4630-ac06-bb58a23b456b/Figure+10.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/8ff08f17-6cef-4b1b-8d98-913ef6c88491/Figure+11.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/e2791865-01f9-4cd0-9add-2705a80ffde7/Figure+12.png Mark Bounthavong blog - Communicating data effectively with data visualization: Part 40 (Percentage of population with COVID-19 vaccination) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/2/9/survival-analysis-in-r monthly 0.5 2022-02-10 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/0e39cf95-5480-4710-ba4c-890a6932f0be/Figure+1.jpg Mark Bounthavong blog - Survival analysis in R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/1/31/r-tutorials-on-confoundinginteraction-and-linear-regression-model-updates monthly 0.5 2022-01-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/ab0b3ad4-5d31-4605-8c0e-216333719114/Figure+1.jpg Mark Bounthavong blog - R tutorials on confounding/interaction and linear regression model - Updates - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/ffe869e3-b0a0-4cf5-a1f2-62da62c25ad4/Figure+1.jpg Mark Bounthavong blog - R tutorials on confounding/interaction and linear regression model - Updates - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2022/1/18/communicating-data-effectively-with-data-visualization-part-39-heatmaps-of-covid-19-deaths monthly 0.5 2022-01-19 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/06bb5937-89e4-49b4-a2d1-4e1152d5c0d3/Figure+1.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 39 (Heatmaps of COVID-19 deaths) - Make it stand out Source: Tynan DeBold and Dov Friedman, Wall Street Journal (link) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/606076e5-5d6d-4934-aa63-e5ea798809dc/Figure+2.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 39 (Heatmaps of COVID-19 deaths) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/9a575f33-3362-46f0-8c23-340b82ffc477/Figure+3.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 39 (Heatmaps of COVID-19 deaths) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1d79b626-3b3d-4fcf-ba0e-5d38d9e5ca81/Figure+4.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 39 (Heatmaps of COVID-19 deaths) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/ca541854-d4c7-49a5-bf73-4ef11b2d5d88/Figure+6.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 39 (Heatmaps of COVID-19 deaths) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/3945b95b-8caa-4c8e-8063-3f3bcb2f57d0/Figure+7.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 39 (Heatmaps of COVID-19 deaths) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/93a07056-ec0e-4aed-a8c1-d4221a661afd/Figure+8.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 39 (Heatmaps of COVID-19 deaths) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/77fd1f50-c4bd-41f4-994a-85a59eae373f/Figure+10.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 39 (Heatmaps of COVID-19 deaths) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/296515b2-1e90-483f-80f6-895f217e5ff9/Figure+11.jpg Mark Bounthavong blog - Communicating data effectively with data visualization: Part 39 (Heatmaps of COVID-19 deaths) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/12/30/sample-size-estimation-and-power-analysis-in-r monthly 0.5 2021-12-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/37b1ad48-502c-465b-826a-c85133d4d6db/Figure+1.jpg Mark Bounthavong blog - Sample size estimation and Power analysis in R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/12/19/logistic-regression-in-r-part-2-goodness-of-fit-tests monthly 0.5 2021-12-19 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/18c2dc2f-f9d6-4302-b4a1-96b966d7c17a/Figure+1.jpg Mark Bounthavong blog - Logistic regression in R - Part 2 (Goodness of fit tests) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/12/5/logistic-regression-in-r monthly 0.5 2021-12-05 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/ced965ff-992a-49ec-b417-8cefc788f4dd/Logitstic+regression+formula.jpg Mark Bounthavong blog - Logistic regression in R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/11/10/visualizing-linear-regression-models-using-r-part-2 monthly 0.5 2022-01-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/7a207941-1581-4333-9b67-834379443048/Figures+1.jpg Mark Bounthavong blog - Visualizing linear regression models using R - Part 2 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/10/28/visualizing-linear-regression-models-using-r monthly 0.5 2022-01-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1635472752651-S3MAKX9PSDMFZK3VXDPI/Figure+1+-+Example+visual.jpg Mark Bounthavong blog - Visualizing linear regression models using R - Part 1 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1635472825827-YR7B0ST89DOVXUA6GE3J/Figure+2+-+visual+example+2.jpg Mark Bounthavong blog - Visualizing linear regression models using R - Part 1 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/9/26/r-tutorial-on-using-the-epitools-package-to-assess-confounding-and-interaction monthly 0.5 2022-01-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/4aba348d-c710-4b4a-bd46-c084b8cd985b/Figure+2_11.jpg Mark Bounthavong blog - R tutorial on using the epitools package to assess confounding and interaction - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/8/30/reproduction-ratecovid-19 monthly 0.5 2021-08-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1630364335818-DPAYE8JF31IWWPNMGSTA/Figure+1.jpg Mark Bounthavong blog - Reproduction number—COVID-19 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1630364378762-WL8F691DJ1TJEJ0L8JNG/Figure+2.jpg Mark Bounthavong blog - Reproduction number—COVID-19 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1630364414812-VSUGNTTCJ70NNCB9NAM7/Figure+3.jpg Mark Bounthavong blog - Reproduction number—COVID-19 - Make it stand out Source: Lin’s Laboratory Group at Harvard (link). [last accessed on 30 August 2021]. https://mbounthavong.com/blog/2021/7/30/forest-plots-in-r monthly 0.5 2021-07-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1627691914933-C79IO6POEW1DFQWU7VM6/Final+forest+plot.png Mark Bounthavong blog - Forest plots in R - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/6/24/communicated-data-effectively-with-data-visualizations-part-38-replicating-the-la-times-covid-19-tracker monthly 0.5 2021-06-24 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559391774-V6KSYU9EPGHISRNF90C3/Figure+1.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Source: Los Angeles Times, “Tracking the coronavirus in California,” url: https://www.latimes.com/projects/california-coronavirus-cases-tracking-outbreak/ [Accessed on June 24, 2021] * This is for educational purposes only. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559455332-4GQTVDRS0D5N78P1MU0Q/Figure+2.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559517095-UGZ7CI6O7D3NGASTWAB8/Figure+3.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559550137-VMCI1LR0AMSL6UWUSDWH/Figure+4.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559575466-T723W3WCCF85M1JA9AR5/Figure+5.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559608335-MJTVYWK0T0QY2FIZMWMO/Figure+6.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559631422-IRYBNNU1SJ65NMJWFCRL/Figure+7.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559662368-CBF0FH6LBG64SJ1SGSFZ/Figure+8.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559732932-XJ3TURUCQU9L9QKLDZMK/Figure+9.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559967306-NDDQ33TSHDEQBWK2QNKX/Figure+10.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1624559802946-TRAGFFO0TFLDEXL1O3NC/Figure+11.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 38 (Replicating the LA Times COVID-19 tracker) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/5/31/communicated-data-effectively-with-data-visualizations-part-37-visualization-covid-vaccinations-by-race-gender-and-age monthly 0.5 2023-02-23 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1622493223075-6Z2B5M4Z3DDWC1C6HR9E/Figure+1.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 37 (visualization COVID vaccinations by race, gender, and age) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1622493271956-WW95Y5BRX5JZYUVQ99IQ/Figure+2.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 37 (visualization COVID vaccinations by race, gender, and age) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1622493302690-719G14YOVDGKX7IFUHUQ/Figure+3.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 37 (visualization COVID vaccinations by race, gender, and age) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1622493329109-TGW00W46DAGE6H1M10F6/Figure+4.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 37 (visualization COVID vaccinations by race, gender, and age) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1622493350455-3NEP05KRG87UPOUUX2Q5/Figure+5.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 37 (visualization COVID vaccinations by race, gender, and age) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1622493381710-QQKM0WBI95A09MK8UNTG/Figure+6.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 37 (visualization COVID vaccinations by race, gender, and age) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1622493419510-59WPBAPURH575SG1W6I7/fIGURE+7.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 37 (visualization COVID vaccinations by race, gender, and age) - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://mbounthavong.com/blog/2021/4/27/communicating-data-effectively-with-data-visualizations-part-36-scatter-plots-and-moving-averages-for-covid-19-vaccination monthly 0.5 2021-04-28 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586224097-V0CCC04TBZBJCV25DW1R/Figure+1.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) * Source: The Economist – “When a covid-19 vaccine becomes available to you, will you get vaccinated?” (link). This is for educational purposes only. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586303116-9FD2ZSK3NMSN68FG41ZW/Figure+2.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586378140-GMUI9555OHIJLP1JIUU2/Figure+3.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586405871-MMJY3OXQU4ZLABQYPE0W/Figure+4.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586449136-EFDMVWTIK2NL3U6KZIOZ/Figure+5.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586474744-8JX2BTOB37II2RC1YK51/Figure+6.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586500373-4OIIP28NI02AM42O26U5/Figure+7.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586524057-2MT5E8SHQGZEFVCXOS93/Figure+8.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586549125-31YN9SXCQQPZH3VJAVXN/Figure+9.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586577127-SR2NPVITQNEPQFUMM5TJ/Figure+10.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1619586920390-F09GHYF8Q22HFYIPE4ML/Figure+11.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 36 (Scatter plots and Moving Averages for COVID-19 vaccination) https://mbounthavong.com/blog/2021/3/26/communicating-data-effectively-with-data-visualizations-part-35-heat-maps-covid-19-deaths-by-week-and-state monthly 0.5 2023-02-08 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813407893-XHUK6C23V83U2BW2ILH6/Figure+1.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) * Source: The Economist – Tracking COVID-19 excess deaths across countries (link). This is for educational purposes only. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813459562-CJ50VEMPKYB5Z4FG7ABA/Figure+2.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813483221-KOVD2BFKTMERKYZ03DXC/Figure+3.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813506262-0OCMPGKRRNWXNJ3QHECP/Figure+4.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813534751-SCKVLZI9WWQM30ROJHFP/Figure+5.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813556099-D1B9NGVOX6QCMKZ4S652/Figure+6.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813581374-TAHHQGC88IQ8YECVP1AJ/Figure+7.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813607595-RSIYL3RXFQTNGDU0CBD0/Figure+8.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813633335-4JN9LWSPHLQD0OWHVLKO/Figure+9.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813658599-CUIPBRQBO1JJB4C49IGE/Figure+10.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813679630-0WZDH8BJ33Y48QSMMMTS/Figure+11.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813700094-R86Z5LASZTO2RMI6OPH7/Figure+12.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813728374-AHPY0D6PYF17PX8DSJI7/Figure+13.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813764201-WBML3FQ9M2YR6QFJB8QY/Figure+14.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813786965-C1AHWDUAT4BK09G9YDI0/fIGURE+14_5.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1616813814168-1EICUPAWZ2YO1TB9ZFWI/Figure+15.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 35 (Heat maps – COVID-19 Deaths by Week and State) https://mbounthavong.com/blog/2021/2/22/communicating-data-effectively-with-data-visualizations-part-34-progress-bars-in-excel monthly 0.5 2021-02-22 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1614017858307-SI24UIZVFRAHVE18LZE7/Figure+1.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 34 (Progress bars in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1614017954085-SGFUUJRL7BC2834OAOPS/Figure+2.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 34 (Progress bars in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1614018063350-GI9NTXXIN64GT63BKHRM/Figure+3.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 34 (Progress bars in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1614018087274-GOJFTLX7IHVK3SL71KUG/Figure+4.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 34 (Progress bars in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1614018115663-5TTZ1Q8H9U5VCIWK493M/Figure+5.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 34 (Progress bars in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1614018141756-7QF4O7KKWYMNWX7645XL/Figure+6.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 34 (Progress bars in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1614018169040-37KHPNVS66SIMI7290VA/Figure+7.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 34 (Progress bars in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1614036154112-D1PD8Y5ZPMPOZL4ZFNP4/Figure+8.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 34 (Progress bars in Excel) https://mbounthavong.com/blog/2021/1/20/communicating-data-effectively-with-data-visualizations-part-33-bar-charts-with-secondary-axis monthly 0.5 2021-01-20 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611184889781-HNJBG2RQ7QCKKVHIRQAB/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611184936806-UGB1A281GKARCAJGGUVF/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611184964619-WBEMME30Z8DY5CIIRRFV/Figure+3.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611184995920-RFSLXKME2QZL51COYNG1/Figure+4.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611185021236-S46Z77QEDZF19WMGDBHH/Figure+5.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611185050146-BQ3Z6ZGSG0TH4CSJ49UJ/Figure+6.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611185105250-Z2M55DL8A1P0T5SBTH3T/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611185138957-L540APPEHDV819BGVZH4/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611185155013-JVTH52IO1K9MCZXLZ88E/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1611185178063-FKC02T30FNALMRREHYEC/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 33 (Bar charts with secondary axis) https://mbounthavong.com/blog/2020/12/16/communicating-data-effectively-with-data-visualizations-part-32-john-w-tukey-short-biography monthly 0.5 2020-12-17 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1608158178942-NAR1H7IISXHVDUUG6BIS/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 32 (John W. Tukey short biography) Source: https://alchetron.com/John-Tukey https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1608158296612-RTE3GCUYJG0MJNP7YAPN/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 32 (John W. Tukey short biography) Source: Tukey JW. Exploratory Data Analysis. Pearson; 1st edition (January 1, 1977) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1608158326376-FEJ2S0O3I89GUKTT0MGL/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 32 (John W. Tukey short biography) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1608158374725-T41XX1V5DC6UBAIT11TY/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 32 (John W. Tukey short biography) Source: Tukey JW. Exploratory Data Analysis. Pearson; 1st edition (January 1, 1977) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1608158426136-Q0O16JPUFBEP59CMUYJZ/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 32 (John W. Tukey short biography) https://mbounthavong.com/blog/2020/11/18/communicating-data-effectively-with-data-visualizations-part-31-visualizing-covid-19-deaths-using-sparklines monthly 0.5 2020-11-18 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1605730321154-VQICOX2IYFF2W7NC4UFU/Figure+1.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 31 (Visualizing COVID-19 deaths using sparklines) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1605730352925-D5SIO3TG07WYY0EUXD3T/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 31 (Visualizing COVID-19 deaths using sparklines) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1605730385976-1YYTXO1WWR21W6DC078K/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 31 (Visualizing COVID-19 deaths using sparklines) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1605730422027-Q6WH4D3G355VAVBAU7RB/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 31 (Visualizing COVID-19 deaths using sparklines) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1605730434297-Y8G9YYJJF91RNNUXSUTR/Figure+5.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 31 (Visualizing COVID-19 deaths using sparklines) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1605730455036-NMU9BVBZWVXFBR7F2I1L/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 31 (Visualizing COVID-19 deaths using sparklines) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1605730478507-7ONL5YRXKYLXTPZV98Y6/Figure+7.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 31 (Visualizing COVID-19 deaths using sparklines) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1605730499855-W44OX67SIQRQURP5PTJ9/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 31 (Visualizing COVID-19 deaths using sparklines) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1605730520116-UTEV35H7V2M14MSZ9452/image-asset.jpeg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 31 (Visualizing COVID-19 deaths using sparklines) https://mbounthavong.com/blog/2020/10/20/communicating-data-effectively-with-data-visualizations-part-30-butterfly-charts monthly 0.5 2020-10-21 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603256593148-OMB4RVFTF6Q4PNT7LDLP/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603256639461-X9DWUZPXGZBYUOWIWXUV/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603256728709-TOWC6ZNKFG6FM8U1ZHUF/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603256752953-RX01VF5WV1TFJ5BBXJ6Z/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603256782835-B0AKYGNS73M6AUOZ7QYN/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603256921490-9BCEFKJ0AY4Y9WA6RS76/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603256846409-7ZXF3IJ7OULNAQXG3FW8/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603256974484-BSLQNNSHMRWZHGVKPY0G/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603257006453-V9F4DJAO266FT6EPV294/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603257030726-4OK4GL8IDLSRTTWFKJY9/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603257056188-D5F04PWRBG87FCUO8KW2/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603257081615-L8IH1D5GDQJWTVD2Q76Y/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603257161070-5S2BAR2AARV549YC3P2X/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603257108285-4R9UZEUZQ93LSY45B1OK/Figure+12.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603257189065-20M4MTTRGY200YQ8DKT2/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603257213534-7R1EMW8GG2H0VQ2FKUYE/Figure+14.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1603257249182-59MXX9AJO7L35SXO3806/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 30 (Butterfly charts) https://mbounthavong.com/blog/2020/9/22/communicating-data-effectively-with-data-visualizations-part-29-forest-plots monthly 0.5 2020-10-16 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815201798-H8KM2AKM494Q2ACR2YFP/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) (*This figure is used for educational purposes only.) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815249444-4KP5759SNOM5RCN1ZYJJ/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815393708-G2VGJY7Q46D4XD1IY7K0/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815407525-3TTTPKJQISO5QKJW5G1R/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815441254-YRU6D02J38B0C1LBEVB0/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815517256-7IGSQHHR26C3KE4O4MKH/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815546673-PJ0YSG7L9NMKNB7948T3/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815573110-T1T5GJ3X5N4DOQ7GM4P5/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815596243-JXD3NY38GG13ACAH2KPG/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815617641-H7RBUO0IFQEEO5NGD7AA/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815641126-1GTYRWV37JOITFYDFQF9/Figure+9.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815667427-2F2RMCPUTFKXW67FOUPX/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815688370-FOMO9XZ3Y2KKN4VWCBSK/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815708418-FM4PG4EVPZN384MW6P4J/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815726887-0MBFX7ROM6XXD13K8MX7/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815884013-U3BG9YWGL7SOE5JEPE0C/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815823074-R81MD65WD0N2UWHBCUG3/Figure+14.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815909367-KK9QQRLW5DBQ53QYGFVE/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815933959-8HPW3QS3Y6SCXTDPNN1R/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1600815982560-0NSU5TEG2C0LG4AURFI7/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 29 (Forest plots) https://mbounthavong.com/blog/2020/8/21/communicating-data-effectively-with-data-visualizations-part-28-scatter-plot monthly 0.5 2020-08-21 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1598029706965-O01ZVD7BS6MWYFVKZRF3/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 28 (Scatter plot) (*This figure is used for educational purposes only.) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1598029782763-4XW0MGC6P3V0EQIGINHR/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 28 (Scatter plot) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1598029811791-ATXLLCIWO5IDUPV807RR/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 28 (Scatter plot) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1598029838628-11KG4GIPWHKZHFZ6DO8V/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 28 (Scatter plot) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1598029871801-2QBTO3YEKRDPO8XFAZLC/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 28 (Scatter plot) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1598029898590-Z08IJ2YNI7XRX1EI3T3O/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 28 (Scatter plot) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1598029927044-F6SNPI23YU8R0KMAUGMK/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 28 (Scatter plot) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1598029993875-VC9BGNTD15O4DXYWRB2R/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 28 (Scatter plot) https://mbounthavong.com/blog/2020/7/20/communicating-data-effectively-with-data-visualizations-part-27-building-a-covid-19-surveillance-dashboard-using-power-bi monthly 0.5 2020-07-20 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1595265582067-FKMSX8G2EO5RBFM0N208/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 27 (Building a COVID-19 surveillance dashboard using Power BI) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1595264244913-LSLQPKPN3UY8W09O3LLO/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 27 (Building a COVID-19 surveillance dashboard using Power BI) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1595264272746-NMK1MNW7F8TVTR21AM4F/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 27 (Building a COVID-19 surveillance dashboard using Power BI) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1595264291067-03EZCEYRNY05ET952TBG/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 27 (Building a COVID-19 surveillance dashboard using Power BI) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1595264317677-HESXKXIFVBWFF7WTAR62/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 27 (Building a COVID-19 surveillance dashboard using Power BI) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1595264340916-Y6L3H5Y35IE9FHT07NX8/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 27 (Building a COVID-19 surveillance dashboard using Power BI) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1595264359385-OLRKA9LPZR3AFN4M4P05/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 27 (Building a COVID-19 surveillance dashboard using Power BI) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1595264382492-HFD0ADCE8H799NBCYBXF/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 27 (Building a COVID-19 surveillance dashboard using Power BI) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1595265596403-5MLPIHZRQG1ZH5ICMMLQ/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 27 (Building a COVID-19 surveillance dashboard using Power BI) https://mbounthavong.com/blog/2020/6/26/communicationg-data-effectiveness-with-data-visualizations-part-26-covid-19-choropleth monthly 0.5 2023-02-08 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204149204-3I55B17A67423P9MS42J/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204220391-AN5TPVETGN4EJ17L8GYT/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204247350-0NEGWYW42MY3M6P8Y57T/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204270838-7RO4BCI2VUWJGMRAMBAT/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204299066-RN46VV8TOFIPEFW2DXDU/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204311568-SEOHNZXG800F9BMG8WSD/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204338980-TJ7VNLQH29F8AFONEQ1L/Figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204360439-YSTTB1YT5H8KYDMSZ9XL/Figure+8.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204382303-77GBCJUY424QYB6YU3SM/Figure+9.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1593204405206-DFZBQ4CJQOSBEXPOE8UK/Figure+10.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 26 (COVID-19 choropleth) https://mbounthavong.com/blog/2020/5/19/communicating-data-effectively-with-data-visualizations-part-25-moving-averages monthly 0.5 2020-05-20 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589930835723-WJDHNZZTJ3I8L035XUBK/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589930903847-OVNUHDAMQMU8A4ZO2K0A/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589930946718-ZCN1S5LX1O8XJ3F7U4PR/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589930983751-6VE021OYW3MBYTJZ9D0U/Figure+4_0.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589931025993-KXP9GI0WLH9M52XQAIWV/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589931064340-XN1QXACCVIAAK2DZE7AO/Figure+5_0.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589931092555-3BI2D3YZZO0B9Q0GFW6B/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589931135463-V6Z9DXRY5N613ZOLM0TC/Figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589931374548-3CRA1XPYQFST7RR4D9J4/Figure+8.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589931202177-ETCAD7F8V24F134OFEJ5/Figure+9.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589931687565-U7ZCLUOTYUC9W8MB8WUM/Figure+-+basic.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589931730472-21TRPH4Z9RIJIUA4V7R3/Figure+10.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589983455565-SF4JXOXSUMCELS328FRN/Figure+1_2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1589983473131-3BIB5GCVKFCS8B0IGH28/Figure+1_1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 25 (Moving averages) https://mbounthavong.com/blog/2020/5/8/presentation-on-developing-a-good-research-question-at-the-university-of-washington monthly 0.5 2020-05-08 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1588972245084-PSE13WP81X1TZI31RLMO/FINER+criteria.png Mark Bounthavong blog - Formulating a good research question https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1588972198725-N9K3K2U3V0XTO3NYPDA1/PICOT.png Mark Bounthavong blog - Formulating a good research question https://mbounthavong.com/blog/2020/4/18/communicating-data-effectively-with-data-visualizations-part-24-mortality-curves monthly 0.5 2020-04-18 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587246813758-6HOK1PJN8ERXP5X6CFJX/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) Source: Our World in Data. Total confirmed COVID-19 deaths: How rapidly are they increasing? URL: https://ourworldindata.org/grapher/covid-confirmed-deaths-since-5th-death [last accessed: 17 April 2020]. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587246890956-0R0AT7AZSO1Y3YENDEAH/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247427771-IE6CN1CSOB4WSNCZILL3/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247585238-XA03V779UG2H69VYDGYN/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247620259-V3I927W6IIJ4GHCF22VQ/Figure+6_1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247472082-N4PTLES4ULZAYWZI4VSO/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247678415-6RVRP89RU7I623DXEU4X/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247715846-TNS64BDI01PA3VLPVG1V/Figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247757572-33XT5CIP0DCBVYHEYKFI/Figure+8.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247785354-2GFP03RFEPA5IVBCCBAA/Figure+9.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247808439-FI94LPJRRGGAC8B7N30Z/Figure+10.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247933654-2Y7UNBVAKETC2T5OWZN1/Figure+10_1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1587247964661-CZ6WXOJU8LA5EEFAY3I2/Figure+11.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 24 (Mortality Curves) https://mbounthavong.com/blog/2020/3/19/communicating-data-effectively-with-data-visualizations-part-23-epidemic-curves monthly 0.5 2020-03-19 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1584641507647-6MKPMD2E6F9IIZMI522C/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 23 (Epidemic Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1584641655003-XCETKHD05WWXIWLFKBUC/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 23 (Epidemic Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1584641686801-0RTM5XGSVER7XHA7I52X/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 23 (Epidemic Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1584641728694-F1GYP1HVYQ6S9S8PXPVF/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 23 (Epidemic Curves) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1584641770271-GZQNU7Q8XELOJ5UU5BJH/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 23 (Epidemic Curves) https://mbounthavong.com/blog/2020/2/10/communicating-data-effectively-with-data-visualizations-part-21-how-to-create-a-double-axes-figure-in-excel monthly 0.5 2020-02-11 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386109134-H86VD2AVSL0173LLLMU1/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) Figure 1. Total overdose deaths in the United States, 1999 to 2017. Source: https://www.drugabuse.gov/related-topics/trends-statistics/overdose-death-rates https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386240814-QI713D2OAMZ8DYCG79RQ/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) Figure 2. Overdose Deaths due to Opioids, 1999 to 2017. https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386287798-HAV0FFXJP3ZSXH4AB2TN/image-asset.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386389482-SOLCDSZT0ZT633X7FKXO/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386420040-L5ONWQTLF3EW9WPOLZM2/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386452552-QNGCNDDW70B0S8KOE2ZT/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386482330-DNA865YX3AWEVWN4EIGT/Figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386520630-ZB09RWL8NYCNOFZTWOIF/Figure+8.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386578277-EVCTQE2YEJBKLX7Z8XYE/Figure+9.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386600257-XKQBXJXKC68RDVXRJMTC/Figure+10.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1581386667840-PACANUK5GJZIRV6ECS2C/Figure+12.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 22 (How to create a double axes figure in Excel) https://mbounthavong.com/blog/2020/1/30/medical-expenditure-panel-survey-guide-part-1 monthly 0.5 2020-01-30 https://mbounthavong.com/blog/2019/12/13/communicating-data-effectively-with-data-visualizations-part-21-examples-of-famous-and-infamous-data-visualizations-1 monthly 0.5 2019-12-13 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1576250486284-MM8X9Y3BNXLDXUGZBNGE/1920px-Snow-cholera-map-1.jpg Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 21 [Examples of famous (and infamous) data visualizations] Source: John Snow - Published by C.F. Cheffins, Lith, Southhampton Buildings, London, England, 1854 in Snow, John. On the Mode of Communication of Cholera, 2nd Ed, John Churchill, New Burlington Street, London, England, 1855. (This image was originally from en.wikipedia; description page is/was here. Image copied from http://matrix.msu.edu/~johnsnow/images/online_companion/chapter_images/fig12-5.jpg) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1576250616151-ACV4I0EZAB1NKT3BE3N2/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 21 [Examples of famous (and infamous) data visualizations] https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1576251107477-H2A7ICYN4BXKL68UROLO/Minard.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 21 [Examples of famous (and infamous) data visualizations] Source: Charles Joseph Minard's famous graph showing the decreasing size of the Grande Armée as it marches to Moscow (brown line, from left to right) and back (black line, from right to left) with the size of the army equal to the width of the line. Temperature is plotted on the lower graph for the return journey (multiply Réaumur temperatures by 1¼ to get Celsius, e.g. −30 °R = −37.5 °C). Published November 20, 1869. (This image was originally from en.wikipedia; description page is/was here. Image copied from https://en.wikipedia.org/wiki/French_invasion_of_Russia#/media/File:Minard.png) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1576251258223-KMLINUDRZUEYZ2GYO8X8/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 21 [Examples of famous (and infamous) data visualizations] https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1576251613870-UKOPNYM28ZN9WRLTZJTP/Carnabotnet_geovideo_lowres.gif Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 21 [Examples of famous (and infamous) data visualizations] Source: World map of 24 hour relative average utilization of IPv4 addresses observed using ICMP ping requests. Carna Botnet, * Internet Census 2012: Port scanning /0 using insecure embedded devices, Carna Botnet, June - October 2012. 16 March 2013. https://mbounthavong.com/blog/2019/11/9/communicating-data-effectively-with-data-visualizations-part-20-enhance-your-data-visualization-with-labels-and-contrast monthly 0.5 2019-11-09 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1573327077158-52JQ2JKCQ77VBKUCY01O/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 20 (Enhance your data visualization with labels and contrast) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1573327105489-J03I34EJA9PYTB6TN6HO/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 20 (Enhance your data visualization with labels and contrast) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1573327166324-74GBH7IJOAG4M7GSZHOH/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 20 (Enhance your data visualization with labels and contrast) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1573327196878-IHFSM1QYINUENK9ZTAF2/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 20 (Enhance your data visualization with labels and contrast) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1573327233891-TG8YUX1NKHK5ZGLRKJDV/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 20 (Enhance your data visualization with labels and contrast) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1573327267045-ED6Y8DUZGVZ3NEP8RWKJ/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 20 (Enhance your data visualization with labels and contrast) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1573327290320-WM897W3ADIZ2L976846X/Figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualizations: Part 20 (Enhance your data visualization with labels and contrast) The top panel has the sentence case where all the words are capitalized. The bottom panel has normal sentence case. https://mbounthavong.com/blog/2019/10/17/communicating-data-effectively-with-data-visualizationspart-19-doughnut-charts monthly 0.5 2019-10-18 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571371774574-86F3QCME0HOTSY5M5VFP/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) Source: Flavored Tobacco Product Use Among Middle and High School Students—United States, 2014–2018. url: link [Accessed on 17 October 2019] https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571371863586-VVUOWZO0S6J8GZZF459M/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571371892893-AWCHZEYVGIN9O00ZPHH9/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571371926304-BXV5Q4TV53FTFVCNS4RN/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571371949176-ZYPTF7UC22Y7KQWQZNRI/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571372006223-HMXAFCY4F3AP8JCQXCVG/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571372038800-2A5UPBXPQTK5WTSKCJFF/Figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571372067096-SZPNMACP0X9AXHWONA00/Figure+8.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571372091931-ZC3T3XLRYKX5RDM5T3GB/Figure+9.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1571372227310-UIXBBG3940PYI1WG98WJ/Figure+10.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 19 (Doughnut charts) https://mbounthavong.com/blog/2019/9/14/biography-florence-nightingale monthly 0.5 2019-09-14 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1568496739332-8DTOJ4ICBOXGQYP8UQZQ/1024px-Florence_Nightingale_three_quarter_length.jpg Mark Bounthavong blog - Biography: Florence Nightingale Source: Duyckinick, Evert A. Portrait Gallery of Eminent Men and Women in Europe and America. New York: Johnson, Wilson & Company, 1873. [Link] https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1568496821156-N6HRAA218YW10K6PEVD5/Nightingale-mortality.jpg Mark Bounthavong blog - Biography: Florence Nightingale https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1568496963927-4OTDFW5EDM6WK2X8OD1C/Figure+3+-+table.png Mark Bounthavong blog - Biography: Florence Nightingale Source: Mortality of the British Army, At Home, At Home and Abroad, and During the Russian War, As Compared with the Mortality of the Civil Population in England. 1858. Harrison and Sons, St. Martin's Lane. [Link] [Accessed September 11, 2019]. https://mbounthavong.com/blog/2019/8/21/communicating-data-effectively-with-data-visualizationspart-18-histograms monthly 0.5 2019-08-21 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1566397892642-ULP6ZHMHKJHX3Q31M53R/TABLE+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 18 (Histograms) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1566397955260-P61052TN2MMPTOTITIBA/Figure+1+-+no+gaps.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 18 (Histograms) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1566398014444-8TK7CKXALUL9DNXNUL1A/Figure+2+-+selecting+histogram.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 18 (Histograms) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1566398075055-E4DPVD9LWG2BTW7C3WDG/Figure+3+-histogram.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 18 (Histograms) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1566398106424-BSK8ZPP44A2EMQXO6D9U/Figure+4+-+Modify+bin+sizes.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 18 (Histograms) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1566398158534-FPLSF58G90RHRLKQIUZY/Figure+5+-+collpage+bins.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 18 (Histograms) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1566398183870-YCEVLHH8ZI7GQ2BZYLQX/Figure+6+-+different+bin+sizes.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 18 (Histograms) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1566398235680-H5YRUC066Z8NXF3EK4WO/Figure+7+-+stem-and-leaf.png Mark Bounthavong blog - Communicating data effectively with data visualizations—Part 18 (Histograms) https://mbounthavong.com/blog/2019/7/29/communicating-data-effectively-with-data-visualization-part-17-multivariate-dimensions monthly 0.5 2019-07-29 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1564431166519-7F1PBGB39Q7KS5RVJISI/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 17 (Multivariate Dimensions) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1564431199431-6SIS0U5YANAGV0IV23Y7/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 17 (Multivariate Dimensions) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1564431367080-SO16FO9AS6VXRFN4DUD4/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 17 (Multivariate Dimensions) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1564431400461-G32RG55VLP3IAEFRVF3S/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 17 (Multivariate Dimensions) https://mbounthavong.com/blog/2019/6/22/communicating-data-effectively-with-data-visualization-part-16-upset-diagrams monthly 0.5 2019-06-23 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1561248999917-L39AT7B1OWI194PDHUKB/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 16 (UpSet diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1561248031145-XA6V77RJEJOFC5X3MAI6/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 16 (UpSet diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1561248183476-8IUWTYU5ABYZAXLT9ZLH/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 16 (UpSet diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1561248273136-SXLRXMRGDP2KA4JWN6V5/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 16 (UpSet diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1561248452827-1XHV7MUROOES21IEHXT7/Figure+4_1.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 16 (UpSet diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1561248500957-PEJLFG51E737A4TEIWDL/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 16 (UpSet diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1561248526641-1QF4OBFFV6TOY6KG4B65/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 16 (UpSet diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1561248568074-B17TWUHQA8SFFTRZQE2T/Figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 16 (UpSet diagrams) https://mbounthavong.com/blog/2019/5/16/communicating-data-effectively-with-data-visualization-part-15-divergent-stacked-bar-chart-for-likert-scales monthly 0.5 2019-05-17 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068633890-K1ZK4L3HGJMGXTOL43R3/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068675743-3DLISVOWU6EOD8AWYKPS/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068702505-AECG6AZ9FV6QWIZ2W1S8/Figure+3-1.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068739076-J9HFGDCMFROV1MEVUDNY/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068773640-9WM9N0Y0H08JY47PX5GS/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068800305-XA1Q7L15M23HA43XM451/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068825674-PKD6H0N23BL0U6MNN6P4/Figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068844517-YN6QFSXDC5Z65HD7EOOF/Figure+8.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068860130-OKN0L37PP4RAOOT1TYBS/Figure+9.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068879888-S8GYLJ3STMSHP46GDA9V/Figure+10.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068901557-FKYW1F4RM2NJHNWHGM0T/Figure+11.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068922607-IO81KKOF7KEKQ9RKO2YC/Figure+12.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068942403-0JM8DJDRVHCJIHYX04R0/Figure+13.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068958120-I679RM3SOXB62772I8OW/Figure+14.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558068975130-Y6WE3P4H4LRZRVDK2A8P/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558069000116-BG12YS4K53CERS76AUOK/Figure+14-5.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558069018076-SQ3QQ1PT2YGX22248T04/Figure+15.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558069040730-U9GNQK1LRLJR1Q36AJIQ/Figure+16.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558069057674-7XSWIBLQ3RXCOV7OKB6F/Figure+17.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558069075148-T7OWWAFQZR628UUNNF0L/Figure+18.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1558069092069-45IFOR0YV8WJZ4DIBQZ3/Figure+19.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 15 (Diverging Stacked Bar Chart for Likert scales) 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with data visualization - Part 13 (Box and Whisker Diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1552611821800-H812359JPXVC15IQZCJH/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualization - Part 13 (Box and Whisker Diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1552611885383-CK1S6DJJUP24PSFKS37B/Figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualization - Part 13 (Box and Whisker Diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1552611905627-17EQL9MEQ03X0KOCBUNK/Figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualization - Part 13 (Box and Whisker Diagrams) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1552611927191-GQDFP4T1I5QR5QTT6HWN/Figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualization - Part 13 (Box and Whisker Diagrams) 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System Network (VISN) shapefiles https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1537321720387-6L514FT5HF20IC19ZZ3R/Figure+10_5.png Mark Bounthavong blog - Developing choropleths using the United States Veterans Integrated System Network (VISN) shapefiles https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1537321782536-1FOMFOOTQ9FM7XM7LHY0/VISN_conic.png Mark Bounthavong blog - Developing choropleths using the United States Veterans Integrated System Network (VISN) shapefiles https://mbounthavong.com/blog/2018/8/30/using-inverse-probability-of-treatment-weights-marginal-structural-models-to-handle-time-varying-covariates monthly 0.5 2018-08-31 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1535686117473-TYWJQIZ9PDGMI1LRYJAU/Figure+1+-+time-dependent+relationships.png Mark Bounthavong blog - Using inverse probability of treatment weights & Marginal structural models to handle time-varying covariates https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1535686146616-EGA7CURUEK2JKAIZMCKZ/Figure+2+-+sw+equation.png Mark Bounthavong blog - Using inverse probability of treatment weights & Marginal structural models to handle time-varying covariates https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1535686290432-6BLJBM1YT19KYFPE4FAF/Figure+4+-+dataset.png Mark Bounthavong blog - Using inverse probability of treatment weights & Marginal structural models to handle time-varying covariates https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1535686400994-2D17R5FG21XKW8CEH2S8/Figure+5+-+model+comparisons.png Mark Bounthavong blog - Using inverse probability of treatment weights & Marginal structural models to handle time-varying covariates https://mbounthavong.com/blog/2018/8/13/communicating-data-effectively-with-data-visualizations-part-10-heat-maps monthly 0.5 2018-08-22 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https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1534216121172-H3EWBK7SL41908R84OC3/Figure+12+-+comparison.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 10 (Heat Maps) * Not all states shown. https://mbounthavong.com/blog/2018/7/16/communicating-data-effectively-with-data-visualizations-part-9-cleveland-plots monthly 0.5 2018-07-16 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531768695680-C5G9T9Q0IYLEBFYSXKCG/Figure+1+-+example+data.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 9 (Cleveland Plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531765459461-W9OOHHJUR2SM664QILCV/Figure+1+a+-+select+horizontal+bar.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 9 (Cleveland Plots) 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9 (Cleveland Plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531765674816-BO9OCSNVML024SSS3NM8/figure+10+-+adding+a+series.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 9 (Cleveland Plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531765691900-XSXPLRV0GG0BAJECFYDN/figure+10a+-+adding+a+series+p2.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 9 (Cleveland Plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531765710084-4SGX2WN7M0NO5CBLVFKN/figure+11+-+data+series2.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 9 (Cleveland Plots) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531765733231-7OXUZJE3AHDCTG94IC4V/figure+12+-+horizontal+bars+series+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 9 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Plots) https://mbounthavong.com/blog/2018/7/16/communicating-data-effectively-with-data-visualizations-part-8-slope-graphs monthly 0.5 2018-07-16 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531766409692-JHJTBI5JOMFI5G5S02RV/figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 8 (Slope graphs) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531766447876-WGH422B1PQOROBFXF03T/figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 8 (Slope graphs) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531766503226-X44PPRO96H6IGREU1QAI/figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 8 (Slope graphs) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531766547287-KE6RJXAVDYS30GUDH4NL/figure+4.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 8 (Slope graphs) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531766587487-D713CPSI3KE81P3QCHZY/figure+5.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 8 (Slope graphs) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531766622998-5CTZP0MJYVBCZBOVL87A/figure+6.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 8 (Slope graphs) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531766778466-0ZLG6DA7SFB18S0MG5Q9/figure+7.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 8 (Slope graphs) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1531766819114-KJBP0RDF4C2S4FRWJEEP/figure+8.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 8 (Slope graphs) 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monthly 0.5 2018-07-06 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1530678595321-HX7KROLJWBT9DQJ33QAS/fig1.png Mark Bounthavong blog - Estimating marginal effects using Stata Part 1 – Linear models https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1530678940266-O21U4A0R45Z9NFIYY0GN/fig2.png Mark Bounthavong blog - Estimating marginal effects using Stata Part 1 – Linear models https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1530679041445-4MIQ56V1QR996J0UR91G/FIG3.png Mark Bounthavong blog - Estimating marginal effects using Stata Part 1 – Linear models https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1530679171533-G1W4LZ5CIQNILZG3LMB2/fig4.png Mark Bounthavong blog - Estimating marginal effects using Stata Part 1 – Linear models https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1530679246943-Q6I80391GSXIQ4SI5ECG/fig5.png Mark Bounthavong blog - Estimating marginal effects 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blog - Estimating marginal effects using Stata Part 1 – Linear models https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1530680252265-UYO6U6HKAP66E2PSL6IJ/fig16.png Mark Bounthavong blog - Estimating marginal effects using Stata Part 1 – Linear models https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1530904063266-DKEN95V3IURCHZ8EQWJ9/ame+figure.png Mark Bounthavong blog - Estimating marginal effects using Stata Part 1 – Linear models https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1530680428603-FN36JMC0GLDBXG7DOZML/fig18.png Mark Bounthavong blog - Estimating marginal effects using Stata Part 1 – Linear models https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1530680491764-HJUED2ZYTOK63XKXM1YY/fig19.png Mark Bounthavong blog - Estimating marginal effects using Stata Part 1 – Linear models https://mbounthavong.com/blog/2018/5/27/choice-blog-trump-administrations-blueprint-to-address-drug-prices monthly 0.5 2018-05-27 https://mbounthavong.com/blog/2018/5/27/communicating-data-effectively-with-data-visualizations-part-7-using-small-multiples-or-panel-charts-in-excel monthly 0.5 2018-05-30 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407093346-R46DCXFCFEMDQ8BAENHU/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407119595-XK4164IW3C5E36GK6TUX/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527408847971-G773XTGCC5O8UG9SQ60D/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) 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visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407568612-K526Y7TCRAP2ULX1KGWL/Figure+12.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407590929-IQ822LXR0TO52Y7YMWIO/Figure+13.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407615693-MLHQSMKBUW9TUGX8Q7AQ/Figure+14.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407646842-INN5J1IKIO2N5TMXJDMI/Figure+15.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407678147-3MO3KFTK4DRYYN216JJP/Figure+16.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407710766-8YUQ4JJ1GFPPGYBCGASO/Figure+17.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407747551-YEUZVMUZYGIG7HUW3REX/Figure+18.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) 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Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407900661-1MBDNBC7LGM37XAPM3ZO/Figure+23.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407927583-SPKWI52YRDWEDGIQ8WQI/Figure+24.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407956655-57QIPD29PCF9MYCPKDLQ/Figure+25.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527407980841-XGMDAUZL5INGVTX9PYB5/Figure+26.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527408007749-S4MFPJZXRV5STS20MGII/Figure+27.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527408032491-LGFMMOOKHIBK24B69BXA/Figure+28.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527408057221-9XSEIPMWXAHESR3I959U/Figure+29.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527408080945-ZGQM2QD4H1YN8DU3LVV6/Figure+30.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527408110308-WHEZKBF6JFI03V3Q70OB/Figure+31.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527408138814-1ZO9E88ZIM7A6UQL0CU3/Figure+32.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 7 (Using Small Multiples or Panel Charts in Excel) https://mbounthavong.com/blog/2018/5/26/communicating-data-effectively-with-data-visualizations-tornado-diagram monthly 0.5 2022-07-11 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1527373253829-FB1FPW38DUIZXFV9BOQ2/Table+1.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 6 (Tornado diagram) 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2018-05-28 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1523761065482-H72E6QDLU5N93DSR8SB7/table+example.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 5 (Colors) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1523760622010-OTK5EHTJPFEE26VV4FH3/color+hues.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 5 (Colors) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1523760700415-HEVGUGQ79Q64WX87NV0F/Figure+3.+Bias-precision+tradeoff.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 5 (Colors) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1523760731902-18WSVONRWJIGIAEQIZ49/Figure+4.+Comparison+between+single+hue+color+scheme+and+rainbow+color+scheme.png Mark Bounthavong blog - Communicating data effectively with data visualizations - Part 5 (Colors) 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Application for Markov Models (Part 2 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521154587837-OO9HH5HCF23VRRBZXAJ7/equation+2.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 2 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521150265024-WNL2CJ26L14VB0OB2KY5/Figure+3a.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 2 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521851915778-0ZEACI8V13V8LN5YI1KU/Survival+curve+1.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 2 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521150383748-BW4NCV1DRAM32IWH67QP/Figure+5a.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 2 of 2) 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blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 1 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521148651220-O6L1ZK3KXNYQPYJO38JX/Figure+4.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 1 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521148730480-XGJITZ4IGRDBXIZXC04D/Figure+5.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 1 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521148787886-ZJTAOFANFM8CNISG8E7V/Figure+6.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 1 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521151162053-G2STZQ532P7W4T6CKF6N/Figure+7.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 1 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521154463744-5VPFE3VL6SU3AA1CXGQG/equation+1a.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 1 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521151220637-G1S6W29BFYGKL7QTGHKW/Figure+8.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 1 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521151281162-B4J1F0LDYQTY8QEH46EF/Figure+9.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 1 of 2) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1521151484231-V5Z5A2SKIK33PLAPI36X/Figure+10.png Mark Bounthavong blog - Generating Survival Curves from Study Data: An Application for Markov Models (Part 1 of 2) 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ITSA https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1518995861514-U4O3B29ZY0CE9DAFI8K1/Screen+Shot+2018-02-18+at+3.17.26+PM.png Mark Bounthavong blog - Counting and Data Manipulation for an ITSA https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1518995940873-96AVPGP0KGIYYSHKPJHY/Screen+Shot+2018-02-18+at+3.18.48+PM.png Mark Bounthavong blog - Counting and Data Manipulation for an ITSA https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1518995996499-QUOJSOPXI9WTVHGD7HUP/Screen+Shot+2018-02-18+at+3.19.41+PM.png Mark Bounthavong blog - Counting and Data Manipulation for an ITSA https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1518996045792-Z8VW0AT22LDULD4BNVYT/Screen+Shot+2018-02-18+at+3.20.31+PM.png Mark Bounthavong blog - Counting and Data Manipulation for an ITSA 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macro to convert cell values in a pivot table from COUNT to SUM https://mbounthavong.com/blog/2018/1/24/communicating-data-effectively monthly 0.5 2018-05-28 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1516840858841-9FHY6N90LMYXJPVY6C8E/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualization - Part 4 (Time series) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1516845767402-RFBJB5AAAWCTOV4J86TY/Screen+Shot+2018-01-24+at+6.02.04+PM.png Mark Bounthavong blog - Communicating data effectively with data visualization - Part 4 (Time series) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1516840956404-II2PVCPFHTA2MS70QZJM/Figure+3.png Mark Bounthavong blog - Communicating data effectively with data visualization - Part 4 (Time series) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1516841084676-0T1N44W7JR0TXTG3YPD5/Figure+4+%28darkblue%29.png Mark Bounthavong blog - Communicating data effectively with data visualization - Part 4 (Time series) https://mbounthavong.com/blog/2017/11/15/communicating-data-effectively-with-data-visualization-part-3 monthly 0.5 2018-05-28 https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1510814202175-W1QN411NYUUEIR8PQA2T/Table+1.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 3 (Truncated Axis and Area as Quantity) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1510814250298-2B8HTVQN37044N3OPEU6/Figure+1.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 3 (Truncated Axis and Area as Quantity) https://images.squarespace-cdn.com/content/v1/58cde3fcdb29d633eb688e9e/1510814453297-H3BNOPH8KW7TYQETQ7EF/Figure+2.png Mark Bounthavong blog - Communicating data effectively with data visualization – Part 3 (Truncated Axis and Area as Quantity) 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