diff --git a/analyses/2018_09_biskit1_mordax__canvas_fingerprinting.ipynb b/analyses/2018_09_biskit1_mordax__canvas_fingerprinting.ipynb index a3be3d9..8544749 100644 --- a/analyses/2018_09_biskit1_mordax__canvas_fingerprinting.ipynb +++ b/analyses/2018_09_biskit1_mordax__canvas_fingerprinting.ipynb @@ -1615,7 +1615,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.7.1" } }, "nbformat": 4, diff --git a/analyses/2018_12_ddobre_static_analysis/1-get_script_urls/explore_url_lists.ipynb b/analyses/2018_12_ddobre_static_analysis/1-get_script_urls/explore_url_lists.ipynb index 73f15d3..dd507a5 100644 --- a/analyses/2018_12_ddobre_static_analysis/1-get_script_urls/explore_url_lists.ipynb +++ b/analyses/2018_12_ddobre_static_analysis/1-get_script_urls/explore_url_lists.ipynb @@ -527,7 +527,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.7.1" } }, "nbformat": 4, diff --git a/analyses/2019_3_PetalsOnWind_recreating_ghostery_study.ipynb b/analyses/2019_3_PetalsOnWind_recreating_ghostery_study.ipynb new file mode 100644 index 0000000..32818eb --- /dev/null +++ b/analyses/2019_3_PetalsOnWind_recreating_ghostery_study.ipynb @@ -0,0 +1,11219 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "df=pd.read_parquet(\"/media/pankhuri/MData/safe_dataset.sample/sample/part-00000-34d9b361-ea79-42eb-82ee-9c9f9259c339-c000.snappy.parquet\", engine='pyarrow')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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30 rows × 9234 columns
\n", + "\n", + " | arguments_n_keys | \n", + "crawl_id | \n", + "value_len | \n", + "
---|---|---|---|
count | \n", + "9234.000000 | \n", + "9234.0 | \n", + "9234.000000 | \n", + "
mean | \n", + "0.259368 | \n", + "1.0 | \n", + "347.945636 | \n", + "
std | \n", + "0.730412 | \n", + "0.0 | \n", + "2529.274714 | \n", + "
min | \n", + "0.000000 | \n", + "1.0 | \n", + "0.000000 | \n", + "
25% | \n", + "0.000000 | \n", + "1.0 | \n", + "2.000000 | \n", + "
50% | \n", + "0.000000 | \n", + "1.0 | \n", + "68.000000 | \n", + "
75% | \n", + "0.000000 | \n", + "1.0 | \n", + "139.000000 | \n", + "
max | \n", + "6.000000 | \n", + "1.0 | \n", + "103878.000000 | \n", + "
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5 rows × 32 columns
\n", + "Get the latest offers, launches and newest services
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0 | \n", + "0 | \n", + "0 | \n", + "157.240.16.20 | \n", + "
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1 | \n", + "0 | \n", + "1_028048bbce3f7816a5f1277ac3ac2372d6607581a77a... | \n", + "1_028048bbce3f7816a5f1277ac3ac2372d6607581a77a... | \n", + "a/< | \n", + "True | \n", + "https://staticxx.facebook.com/connect/xd_arbit... | \n", + "get | \n", + "2895 | \n", + "57 | \n", + "\n", + " | https://staticxx.facebook.com/connect/xd_arbit... | \n", + "window.name | \n", + "2017-12-16 02:54:10.080 | \n", + "fb_xdm_frame_https | \n", + "fb_xdm_frame_https | \n", + "18 | \n", + "facebook.com | \n", + "facebook.com | \n", + "0 | \n", + "
2 | \n", + "0 | \n", + "1_028048bbce3f7816a5f1277ac3ac2372d6607581a77a... | \n", + "1_028048bbce3f7816a5f1277ac3ac2372d6607581a77a... | \n", + "A | \n", + "True | \n", + "https://staticxx.facebook.com/connect/xd_arbit... | \n", + "get | \n", + "2781 | \n", + "57 | \n", + "\n", + " | https://staticxx.facebook.com/connect/xd_arbit... | \n", + "window.document.cookie | \n", + "2017-12-16 02:54:10.086 | \n", + "\n", + " | \n", + " | 0 | \n", + "facebook.com | \n", + "facebook.com | \n", + "0 | \n", + "
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\n", + " | Unnamed: 0 | \n", + "ip_address | \n", + "
---|---|---|
country | \n", + "\n", + " | \n", + " |
0 | \n", + "1 | \n", + "1 | \n", + "
Australia | \n", + "708 | \n", + "708 | \n", + "
Brazil | \n", + "67 | \n", + "67 | \n", + "
Canada | \n", + "1 | \n", + "1 | \n", + "
China | \n", + "600 | \n", + "600 | \n", + "
Denmark | \n", + "1 | \n", + "1 | \n", + "
France | \n", + "2 | \n", + "2 | \n", + "
Germany | \n", + "5 | \n", + "5 | \n", + "
Hong Kong | \n", + "222 | \n", + "222 | \n", + "
India | \n", + "332 | \n", + "332 | \n", + "
Iran | \n", + "78 | \n", + "78 | \n", + "
Ireland | \n", + "10 | \n", + "10 | \n", + "
Japan | \n", + "60 | \n", + "60 | \n", + "
Latvia | \n", + "4 | \n", + "4 | \n", + "
Netherlands | \n", + "343 | \n", + "343 | \n", + "
Not found | \n", + "40 | \n", + "40 | \n", + "
Russia | \n", + "27 | \n", + "27 | \n", + "
Singapore | \n", + "608 | \n", + "608 | \n", + "
Slovakia | \n", + "33 | \n", + "33 | \n", + "
South Africa | \n", + "7 | \n", + "7 | \n", + "
Taiwan | \n", + "63 | \n", + "63 | \n", + "
Turkey | \n", + "37 | \n", + "37 | \n", + "
Ukraine | \n", + "5 | \n", + "5 | \n", + "
United States | \n", + "5980 | \n", + "5980 | \n", + "
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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location | \n", + "\n", + " | \n", + " | \n", + " | \n", + " |
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http://allcalidad.com/category/belico/ | \n", + "2 | \n", + "2 | \n", + "2 | \n", + "2 | \n", + "
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http://baike.pcauto.com.cn/147.html | \n", + "81 | \n", + "81 | \n", + "81 | \n", + "81 | \n", + "
http://blog.bongacams.com/ | \n", + "82 | \n", + "82 | \n", + "82 | \n", + "82 | \n", + "
http://blog.seesaa.jp/contents/category/volunteer/new0001.html | \n", + "1 | \n", + "1 | \n", + "1 | \n", + "1 | \n", + "
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http://imasdk.googleapis.com/js/core/bridge3.187.0_en.html#goog_175651266 | \n", + "33 | \n", + "33 | \n", + "33 | \n", + "33 | \n", + "
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "http://www.gap.com/browse/category.do?cid=1096... | \n", + "
\n", + " | arguments_n_keys | \n", + "call_id | \n", + "file_name | \n", + "func_name | \n", + "in_iframe | \n", + "operation | \n", + "script_col | \n", + "script_line | \n", + "script_loc_eval | \n", + "script_url | \n", + "symbol | \n", + "time_stamp | \n", + "value | \n", + "value_1000 | \n", + "value_len | \n", + "location_domain | \n", + "script_domain | \n", + "country | \n", + "location | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "736 | \n", + "http://www.gap.com/browse/category.do?cid=1096... | \n", + "