Thusal thusal

## geoparse.py
# GEOparse download GEO series as SOFT files, and supplementary fiels to use locally
# load as easy to manipulate objects
# prepare dataset for GEO upload

import GEOparse

gse = GEOparse.get_GEO(geo="GSE1563", destdir="./")
# check GEO database for accession ID and download to CWD

# if already downloaded... use to read file into GSE object

## Visualising manifold learning on large datasets using Datashader.ipynb

      
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                / Visualising manifold learning on large datasets using Datashader.ipynb
            
            
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## Dask and Datashader Visualisation.ipynb

      
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## HDF5 and Apache Arrow Visualisation vis Vaex.ipynb

      
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## query_shop_supermarker_mall_wholesale_mall.geojson

      
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## convenience.geojson

      
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## grpcio.md

      
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                / grpcio.md
            
            
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    to prevent the error message

symbol not found in flat namespace '_CFRelease'
within grpcio library

pip uninstall grpcio
export GRPC_PYTHON_LDFLAGS=" -framework CoreFoundation"
pip install grpcio --no-binary :all:

  
## .DS_Store

      
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## .DS_Store

      
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## points.json
{
    "items":
        [
            {"URN":100000,"LA":201.0,"SCHOOLTYPE":"State-funded primary","num_schoolchildren":271,"perc_girls":"46.9%","perc_boys":"53.1%","perc_ehc_pupils":"3.0%","perc_sen_pupils":"21.8%","perc_non_eng_native_speaking_pupils":"53.5%","num_free_school_meals":49.0,"schoolname":"The Aldgate School","town":"London","postcode":"EC3A 5DE","status":"Open","minor_type":"Maintained school","type":"Voluntary aided school","is_primary":1,"is_secondary":0,"gender":"Mixed","religion":"Church of England","admission_policy":"Not applicable","offstead":"Outstanding","offstead_inspection_date":"19-04-2013","latitude":51.5136623325,"longitude":-0.0774858864},{"URN":100008,"LA":202.0,"SCHOOLTYPE":"State-funded primary","num_schoolchildren":350,"perc_girls":"52.9%","perc_boys":"47.1%","perc_ehc_pupils":"3.4%","perc_sen_pupils":"17.4%","perc_non_eng_native_speaking_pupils":"87.4%","num_free_school_meals":193.0,"schoolname":"Argyle Primary School","town":"London","postcode":"WC1H 9EG","status":"Open","
	# GEOparse download GEO series as SOFT files, and supplementary fiels to use locally
	# load as easy to manipulate objects
	# prepare dataset for GEO upload

	import GEOparse

	gse = GEOparse.get_GEO(geo="GSE1563", destdir="./")
	# check GEO database for accession ID and download to CWD

	# if already downloaded... use to read file into GSE object
	{
	"items":
	[
	{"URN":100000,"LA":201.0,"SCHOOLTYPE":"State-funded primary","num_schoolchildren":271,"perc_girls":"46.9%","perc_boys":"53.1%","perc_ehc_pupils":"3.0%","perc_sen_pupils":"21.8%","perc_non_eng_native_speaking_pupils":"53.5%","num_free_school_meals":49.0,"schoolname":"The Aldgate School","town":"London","postcode":"EC3A 5DE","status":"Open","minor_type":"Maintained school","type":"Voluntary aided school","is_primary":1,"is_secondary":0,"gender":"Mixed","religion":"Church of England","admission_policy":"Not applicable","offstead":"Outstanding","offstead_inspection_date":"19-04-2013","latitude":51.5136623325,"longitude":-0.0774858864},{"URN":100008,"LA":202.0,"SCHOOLTYPE":"State-funded primary","num_schoolchildren":350,"perc_girls":"52.9%","perc_boys":"47.1%","perc_ehc_pupils":"3.4%","perc_sen_pupils":"17.4%","perc_non_eng_native_speaking_pupils":"87.4%","num_free_school_meals":193.0,"schoolname":"Argyle Primary School","town":"London","postcode":"WC1H 9EG","status":"Open","