opendata | Thailand 's fundamental data set

I try to draw line COVID cases for each date. I do not have output, the lecturer gave just questions. I solved the question but my problem is the output. It looks weird. Here is the question: "For the ten countries with the highest absolute number of total deaths, draw the following line graphs to visualize whether epidemic has started to slow down and how the growth rate of new cases/deaths differs across those countries. a) Number of new cases at each date (absolute number vs per 100.000 population)"

Here is my codes:

I have COVID data. It gives the number of cases and deaths of European countries on certain dates. I need to select 10 countries and show the cases after the 1000th confirmed case by drawing a line. Countries are listed under a column titled countries, number of cases under a column titled case, number of deaths under a column titled deaths, and dates under a column titled date. The problem is that I don't know how to get the 1000th confirmed case numbers of countries and the number of cases thereafter. Here is the question: "c) The cumulative number of cases of 10 countries by days since 1000th confirmed case"

Here is my trying code:

Following this tutorial: https://www.usgs.gov/media/files/landsat-cloud-direct-access-requester-pays-tutorial

So, I am using plotly mapbox plotly.express.choropleth_mapbox to display colored tiles.

Ultimately what I want to do, is to overlay a scatter plot, whether a circle, symbols, etc. Some 'Point' coordinates on top of the colored tiles.

I am not aware of a way to combine scatter_mapbox as a trace to choropleth, so I tried to update mapbox and use the circle layer, below.

Note that I've done this with an outline from another .geojson file to draw an outline on the map (yay this part works), but the overlay of circles did not work. (Also tried symbol and did not work either.)

Was trying to troubleshoot if it was my geojson file or not, since I created the file on my computer. Tried creating both in python and with QGIS.

My goal: add markers/coordinates on top of a tiled geographic map.

Here is the code below which should allow you to see the same as me.

So I'm very beginner with AWS, and I recently installed the cli program so I can run:

I am new to Apache Spark, so forgive me if this is a noob question. I am trying to define a particular schema before reading in the dataset in order to speed up processing. There are a few data types that I am not sure how to define (ArrayType and StructType).

Here is a screenshot of the schema I am working with:

Here is what I have so far:

I have 3 shapefiles that I want to layer/ superimpose on top of each other, so all the plots can be viewed on a single map. I have bus stops, bus routes, and a zone map in each of the shapefiles. When attempting to plot the route on the zone, the plot is easily achieved using the code below.

i have a text file like this and i am converting the text file into a dictionary. making one of the values the key and the rest the values within the key.

I am plotting data for ex-ussr on geopandas and it really does not look nice.

I tried this code published early on 1, 2, but adds no help hence I don't need just map, I need to put data on it. And because I'm merging the 'world' (actually consisting only of ex-ussr countries) and coronavirus data "on 'Country'", then I need that dataframe with original country and adjusted polygone.

Key peaces of my code: