Getting started with panthera and COVID-19

(require '[panthera.panthera :as pt])

(require '[libpython-clj.python :refer [call-attr]])

(def covid-url "https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_19-covid-Confirmed.csv")

(def covid

  (pt/read-csv covid-url))

(defn show

  [obj]

  (if (pt/series? obj)

  	{:nextjournal/viewer "html" 

     :nextjournal.viewer/value (call-attr (call-attr obj "to_frame") "to_html")}

    {:nextjournal/viewer "html" 

     :nextjournal.viewer/value (call-attr obj "to_html")}))

(print (pt/names covid))

(show (pt/head covid))

(-> (pt/melt covid {:id-vars ["Province/State" "Country/Region" "Lat" "Long"]

                    :var-name :date})

  pt/head

  show)