Geolocation and user language extraction analysis: isuue #37

Author: sanchittechnogeek

analyses/2019_04_sanchittechnogeek__geolocation/Readme.md

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+## Analysis: 
+
+My analysis revolves around checking what percentage of / which websites in this dataset are tracking users location and language preferences so as to provide them with a customized content based on the users preferences (eg. location, language)
+
+## Dataset used: Sample 10 percent
+ - [sample 10 percent](https://public-data.telemetry.mozilla.org/bigcrawl/sample_10percent.parquet.tar.bz2) - 3.7GB download / 7.4GB on disk
+
+ ## Inference:
+
+
+Out of the total of __11292867__ websites / locations in this dataset __72304__ (0.64%) websites were found to be checking for preferred language of the user, usually the language of the browser UI, and their subsequent location/scripts can be found in the `language_pref_df` dataframe.
+
+Out of the total of __11292867__ websites / locations in this dataset __2414__ (0.02%) websites were found to be checking for user's location using the geolocation api, and their subsequent location/scripts can be found in the `geolocation_df` dataframe.
+
+Running it on the full dataset can yield an `higher accuracy`.