Open Nizhurin opened 1 year ago
00:00:50 - Example Map Visualization with Dash Leaflet (logistic Covid-19) – https://leafletjs.com/ 00:03:40 – Quick introduction to Dash - https://dash.plotly.com/ 00:04:38 – Dash Layout 00:05:08 – Dash Callback 00:06:10 – Jupiter Dash 00:07:40 – Example how it work simple dash callback 00:09:44 – Data sources (Geographic Data Handling) 00:11:17 – Data map formats (GeoJSON, GeoBuf) 00:12:06 – Load data from GeoJSON files 00:12:58 – Geopandas extension Pandas for work with geo data 00:13:25 – Geometry for geo map (library shaply – shaply.geometry) 00:14:35 – FIPS codes 00:15:00 – 00:21:44 – Questions and answers from livechats 00:21:45 – Dash Leaflet Basics 00:22:35 – 1.Maps components (dash leaflet) 00:24:00 – zooming and centering geo map 00:27:55 – 2.TileLayer components (dash leaflet) 00:29:58 – dash-leaflet.herokuapp.com if not work use this site https://dash-leaflet-docs.onrender.com/ 00:30:25 – TileLayers parameters url - https://wiki.openstreetmap.org/wiki/Tile_servers 00:32:03 – TileLayers parameters attribution 00:32:58 – Use custom map (change url in TileLayer) 00:35:30 – GeoJSON layer 00:47:23 – GeoJSON layer and Outline features (customization) 00:52:13 – Javascript digression 00:55:33 – Adding Hover Behaviour 00:57:24 – Adding Tooltips 01:00:00 – Data filtering 01:04:12 – Zoom control 01:06:55 – Anti-meridian Problem 01:10:16 – Choropleth Map 01:13:18 – Dynamic styling via javascript 01:21:31 - Point Data/Scatter plot 01:23:23 – Basic map scatterplot 01:26:44 – Setup scatterplot with colorbar 01:30:12 – Cluster plot 01:36:45 – Change most components properties in callback 01:38:10 – Customization cluster layers 01:42:50 – Ends material Common Question and answers
00:00:50 - Example Map Visualization with Dash Leaflet (logistic Covid-19) – https://leafletjs.com/ 00:03:40 – Quick introduction to Dash - https://dash.plotly.com/ 00:04:38 – Dash Layout 00:05:08 – Dash Callback 00:06:10 – Jupiter Dash 00:07:40 – Example how it work simple dash callback 00:09:44 – Data sources (Geographic Data Handling) 00:11:17 – Data map formats (GeoJSON, GeoBuf) 00:12:06 – Load data from GeoJSON files 00:12:58 – Geopandas extension Pandas for work with geo data 00:13:25 – Geometry for geo map (library shaply – shaply.geometry) 00:14:35 – FIPS codes 00:15:00 – 00:21:44 – Questions and answers from livechats 00:21:45 – Dash Leaflet Basics 00:22:35 – 1.Maps components (dash leaflet) 00:24:00 – zooming and centering geo map 00:27:55 – 2.TileLayer components (dash leaflet) 00:29:58 – dash-leaflet.herokuapp.com if not work use this site https://dash-leaflet-docs.onrender.com/ 00:30:25 – TileLayers parameters url - https://wiki.openstreetmap.org/wiki/Tile_servers 00:32:03 – TileLayers parameters attribution 00:32:58 – Use custom map (change url in TileLayer) 00:35:30 – GeoJSON layer 00:47:23 – GeoJSON layer and Outline features (customization) 00:52:13 – Javascript digression 00:55:33 – Adding Hover Behaviour 00:57:24 – Adding Tooltips 01:00:00 – Data filtering 01:04:12 – Zoom control 01:06:55 – Anti-meridian Problem 01:10:16 – Choropleth Map 01:13:18 – Dynamic styling via javascript 01:21:31 - Point Data/Scatter plot 01:23:23 – Basic map scatterplot 01:26:44 – Setup scatterplot with colorbar 01:30:12 – Cluster plot 01:36:45 – Change most components properties in callback 01:38:10 – Customization cluster layers 01:42:50 – Ends material Common Question and answers