Gets data from all labs from makeinitaly.foundation.

def get_labs(format):
    """Gets data from all labs from makeinitaly.foundation."""

    labs = []

    # Get the first page of data
    wiki = MediaWiki(makeinitaly__foundation_api_url)
    wiki_response = wiki.call(
        {'action': 'query',
         'list': 'categorymembers',
         'cmtitle': 'Category:Italian_FabLabs',
         'cmlimit': '500'})
    if "query-continue" in wiki_response:
        nextpage = wiki_response[
            "query-continue"]["categorymembers"]["cmcontinue"]

    urls = []
    for i in wiki_response["query"]["categorymembers"]:
        urls.append(i["title"].replace(" ", "_"))

    # Load all the Labs in the first page
    for i in urls:
        current_lab = get_single_lab(i)
        labs.append(current_lab)

    # Load all the Labs from the other pages
    while "query-continue" in wiki_response:
        wiki = MediaWiki(makeinitaly__foundation_api_url)
        wiki_response = wiki.call({'action': 'query',
                                   'list': 'categorymembers',
                                   'cmtitle': 'Category:Hackerspace',
                                   'cmlimit': '500',
                                   "cmcontinue": nextpage})

        urls = []
        for i in wiki_response["query"]["categorymembers"]:
            urls.append(i["title"].replace(" ", "_"))

        # Load all the Labs
        for i in urls:
            current_lab = get_single_lab(i, data_format)
            labs.append(current_lab)

        if "query-continue" in wiki_response:
            nextpage = wiki_response[
                "query-continue"]["categorymembers"]["cmcontinue"]
        else:
            break

    # Transform the list into a dictionary
    labs_dict = {}
    for j, k in enumerate(labs):
        labs_dict[j] = k.__dict__

    # Return a dictiornary / json
    if format.lower() == "dict" or format.lower() == "json":
        output = labs_dict
    # Return a geojson
    elif format.lower() == "geojson" or format.lower() == "geo":
        labs_list = []
        for l in labs_dict:
            single = labs_dict[l].__dict__
            single_lab = Feature(
                type="Feature",
                geometry=Point((single["latitude"], single["longitude"])),
                properties=single)
            labs_list.append(single_lab)
        output = dumps(FeatureCollection(labs_list))
    # Return a Pandas DataFrame
    elif format.lower() == "pandas" or format.lower() == "dataframe":
        output = {}
        for j in labs_dict:
            output[j] = labs_dict[j].__dict__
        # Transform the dict into a Pandas DataFrame
        output = pd.DataFrame.from_dict(output)
        output = output.transpose()
    # Return an object
    elif format.lower() == "object" or format.lower() == "obj":
        output = labs
    # Default: return an object
    else:
        output = labs
    # Return a proper json
    if format.lower() == "json":
        output = json.dumps(labs_dict)
    return output