diff --git a/notebooks/2024-08-08-david-demodiff.ipynb b/notebooks/2024-08-08-david-demodiff.ipynb index 03e406cf..eb1d734f 100644 --- a/notebooks/2024-08-08-david-demodiff.ipynb +++ b/notebooks/2024-08-08-david-demodiff.ipynb @@ -2,47 +2,49 @@ "cells": [ { "cell_type": "code", - "execution_count": 43, + "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1706\n" + "6283\n" ] }, { "data": { "text/plain": [ - "[{'id': 'cef81a345ccdd1f859bf67e1f23b3f0e4eee8f0d',\n", + "[{'id': 'd21827df64ee02d94ce20ba44eaffb87593e62ae',\n", " 'datasets': ['dd-ger-berlin'],\n", " 'referents': [],\n", " 'schema': 'Event',\n", - " 'properties': {'name': ['Genozid an den Jesiden (vom 28.07. bis 29.09.2024 - täglich)'],\n", - " 'startDate': ['2024-08-01T00:00:00'],\n", - " 'endDate': ['2024-08-01T00:00:00'],\n", - " 'location': ['Platz der Republik, 10557 Berlin',\n", - " 'Heinrich-von-Gagern-Str., 10557 Berlin']}},\n", - " {'id': 'c6b0491dfdf57302f7b834984676bfb1ade56e6e',\n", + " 'properties': {'name': ['CanG jetzt (vom 29.01. bis 29.02.2024 - täglich)'],\n", + " 'startDate': ['2024-02-10T00:00:00', '2024-02-10T15:00:00'],\n", + " 'endDate': ['2024-02-10T00:00:00', '2024-02-10T18:00:00'],\n", + " 'location': ['Berlin',\n", + " 'Friedrich-Ebert-Platz 1, 10117 Berlin',\n", + " 'Heinrich-von-Gagern-Str., 10557 Berlin'],\n", + " 'locationMentioned': ['Paul-Löbe-Allee/Wilhelmstr. - Wilhelmstr. - SPD Parteizentrale - Stresemannstr. - Potsdamer Platz - Ebertstr. - Platz des 18.März - Dorotheenstr. - Wilhelmstr. - Paul-Löbe-Allee']}},\n", + " {'id': 'dcedf5329070a68eef983c27f5d5cc2b08417edd',\n", " 'datasets': ['dd-ger-berlin'],\n", " 'referents': [],\n", " 'schema': 'Event',\n", - " 'properties': {'name': ['Mahnwache für eine sozial- und klimagerechte Verkehrsw- ende (vom 22.07. bis 13.09.2024 - täglich)'],\n", - " 'startDate': ['2024-08-01T00:00:00'],\n", - " 'endDate': ['2024-08-01T23:59:00'],\n", - " 'location': ['Platz der Republik, 10557 Berlin']}},\n", - " {'id': '7d1e9907a009d9b0efa5f375d4bee6390347aa90',\n", + " 'properties': {'name': ['CanG Jetzt (vom 29.01. bis 01.04.2024 - jeweils Mo., Di., Mi., Do., Fr., Sa., So.)'],\n", + " 'startDate': ['2024-02-10T00:00:00'],\n", + " 'endDate': ['2024-02-10T23:59:00'],\n", + " 'location': ['Wilhelmstr. 141, 10963 Berlin']}},\n", + " {'id': '6666971321fbea9647d08108d83fb791dcc3023a',\n", " 'datasets': ['dd-ger-berlin'],\n", " 'referents': [],\n", " 'schema': 'Event',\n", - " 'properties': {'name': ['Petition für die Evakuierung unserer zurückgebliebenen Kinder in Afghanistan (vom 28.07. bis 02.08.2024,Mo.,Di.,Mi.,Do- .,So.)'],\n", - " 'startDate': ['2024-08-01T00:00:00'],\n", - " 'endDate': ['2024-08-01T23:59:00'],\n", - " 'location': ['Werderscher Markt 1, 10117 Berlin']}}]" + " 'properties': {'name': ['DAUERMAHNWACHE VOR DEM BMJ IN BERLIN. HUNGERSTREIK GEGEN PARAGRAPH 129. FREİHEİT FÃR POLITISCHE GEFANGENE IN DEUTSCHLAND! WEG MİT DEM PARAGRAPHEN 129! (vom 21.01. bis 29.02.2024 - täglich)'],\n", + " 'startDate': ['2024-02-10T00:00:00'],\n", + " 'endDate': ['2024-02-10T23:59:00'],\n", + " 'location': ['Mohrenstr. 37, 10117 Berlin']}}]" ] }, - "execution_count": 43, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } @@ -54,7 +56,8 @@ "res = get(\n", " \"https://api.demodiff.de/entities\",\n", " params=dict(\n", - " size=5000, start_date=(date.today() - timedelta(days=7)).strftime(\"%Y-%m-%d\")\n", + " size=10_000,\n", + " start_date=(date.today() - timedelta(days=180)).strftime(\"%Y-%m-%d\"),\n", " ),\n", ").json()\n", "print(res[\"total\"])\n", @@ -66,24 +69,26 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'id': 'cef81a345ccdd1f859bf67e1f23b3f0e4eee8f0d',\n", + "{'id': 'd21827df64ee02d94ce20ba44eaffb87593e62ae',\n", " 'datasets': ['dd-ger-berlin'],\n", " 'referents': [],\n", " 'schema': 'Event',\n", - " 'properties': {'name': ['Genozid an den Jesiden (vom 28.07. bis 29.09.2024 - täglich)'],\n", - " 'startDate': ['2024-08-01T00:00:00'],\n", - " 'endDate': ['2024-08-01T00:00:00'],\n", - " 'location': ['Platz der Republik, 10557 Berlin',\n", - " 'Heinrich-von-Gagern-Str., 10557 Berlin']}}" + " 'properties': {'name': ['CanG jetzt (vom 29.01. bis 29.02.2024 - täglich)'],\n", + " 'startDate': ['2024-02-10T00:00:00', '2024-02-10T15:00:00'],\n", + " 'endDate': ['2024-02-10T00:00:00', '2024-02-10T18:00:00'],\n", + " 'location': ['Berlin',\n", + " 'Friedrich-Ebert-Platz 1, 10117 Berlin',\n", + " 'Heinrich-von-Gagern-Str., 10557 Berlin'],\n", + " 'locationMentioned': ['Paul-Löbe-Allee/Wilhelmstr. - Wilhelmstr. - SPD Parteizentrale - Stresemannstr. - Potsdamer Platz - Ebertstr. - Platz des 18.März - Dorotheenstr. - Wilhelmstr. - Paul-Löbe-Allee']}}" ] }, - "execution_count": 44, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -96,22 +101,12 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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" ] @@ -129,13 +124,11 @@ " .value_counts()\n", " .sort_index()\n", ")\n", + "ds = ds[ds.index < date.today() + timedelta(days=180)]\n", "ds = ds.reindex(pd.date_range(ds.index.min(), ds.index.max(), freq=\"D\")).fillna(0)\n", - "ds.index = ds.index.date\n", - "plt.bar(ds.index, ds.values)\n", - "plt.show()\n", - "ds = ds[ds.index < (date.today() + timedelta(days=90))]\n", - "plt.bar(ds.index, ds.values)\n", - "plt.setp(plt.gca().xaxis.get_majorticklabels(), \"rotation\", 45)\n", + "ds_weekly = ds.resample(\"W\").sum()\n", + "ds_weekly.plot()\n", + "plt.axvline(x=date.today(), color=\"r\")\n", "plt.show()\n" ] }