Create Dashboard with Folium Map, Streamlit and Python - Full Course

In this tutorial I will show you how to develop an interactive Folium map dashboard with Python and Streamlit. The dashboard visualizes data in an interactive folium map. The dashboard demonstrates Fraud and Identity Theft Report published by Federal Trade Commission.

𝗧𝗜𝗠𝗘𝗦𝗧𝗔𝗠𝗣𝗦:
00:00 | Dashboard Overview
01:40 | Create Dashboard Skeleton
06:23 | Display Fraud Reports
16:23 | Refactor Fraud Facts Code
18:15 | Display Total Loss
22:43 | Display Median Loss
27:17 | Display Fraud Facts Columns
29:29 | Display Folium Map
37:37 | Plot Overlay on The Map
44:28 | Add Tooltip on The Map
57:02 | Filter Data on Click Map
1:00:07 | Add Time Filters
1:04:28 | Add State Filter
1:11:16 | Add Report Type Filter
1:13:13 | Conclusion

[adedoyinsamuelajeyomi]

nice introduction to streamlit, this is cool

[stefanschouteden]

Thank you. I like the way you go, logically, through the process, step by step to get to a great end result. Brilliant! So far, one of the best streamlit videos, I have seen so far.

[monicques]

hi, thanks for this tutorial! silly question: what editor are you using? I started with spyder, still I am having some limitations, but yours looks great

[shreegopalan]

Nice explanation....thanks for uploading 👍

[aliabuljadayel]

Hi Zak! Great work.
I have a question for you.
After calling the display_fraud_facts( ) function at 17:42,

The original dataframe (df_fraud ) is not affected by the function and st.write(df_fraud ) return the original dataframe.

How can we make the function affect the original dataframe?

[junevesstein]

hi, do you know how to create a program that enables the user to click on markers on the map and change the markers color (or create new ones above the clicked ones)? I would like to do that and also store the clicked markers "data" assigned to each one but I have been having a hard time with folium and dynamic updates...

[DevArgenisDelgado]

Saludos, espero te encuentres bien. Cómo haría si quisiera leer los datos desde una google sheets y que se actualice en tiempo real a medida que van llenando datos en un formulario google forms?

[Sunshine.]

Hiiii Zakaria, thanks for this grt video, I am trying to update the folium map using search box, but was facing difficult, can u help on how to proceed?

[bingolio]

Multi selecting categories and generating results would be very useful

[erik-janmartens]

Hi Zakaria. Good explanation. Very helpful. Thanks a lot. Do you know if it is possible to highlight the selected state in the map? If yes, Can you tell me how you would do this?

[MsCachorro]

Hello Zak
Is there any way to save the GeoJSON file automatically after drawing the polygon after clicking on the export button?
Thanks

[justrecordedu]

Could you link where did you get the data set? Also, the medium loss doesn't update on the map.

[vincentman]

Hi, where to download updated data source of file? thanks

[petronelatm]

Hy... Thankyou...
I want to learn from you, how can ?
Because iam data analyt in sugar cane and i need to know how how to used and update the color block id in map.
Thankyou

[vannpersie]

Great jobs. Thanks for that.
I just want to know how can we speed up maps rendering when working with some large data

[ramadhaniandre]

hello Zak, how do I get the map file for the East Java Indonesia region

[karanraghuvanshi]

Hello, first of all thank you for this video.
I was trying with europe map and getting error with geojson file. Do you have any solution for this if yes please help

[byroneme]

AMAZING WORK.
CAN YOU PLEASE HELP ME I WANT TO PLACE AN ARCHITECTURAL PLAN AND BE ABLE TO SEE THE DATA IN A SIMILAR WAY TO THE MAP OF NORTH AMERICA.
THANKS FOR YOUR HELP

[robertclayton]

Like your work but the video resolution is poor.