diff --git a/.env.example b/.env.example
index 8a38d5a8..4d324f9e 100644
--- a/.env.example
+++ b/.env.example
@@ -2,4 +2,9 @@ ACLED_EMAIL=
 ACLED_KEY=
 MEDIACLOUD_API_TOKEN=
 ZENROWS_API_KEY=
-OPENAI_API_KEY=
+AZURE_API_BASE=
+AZURE_API_VERSION=
+AZURE_API_KEY=
+DATAFORSEO_EMAIL=
+DATAFORSEO_PASSWORD=
+PORT=
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 0f074ead..1a7486a7 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -59,3 +59,8 @@ jobs:
         ACLED_EMAIL: ${{ secrets.ACLED_EMAIL }}
         ACLED_KEY: ${{ secrets.ACLED_KEY }}
         ZENROWS_API_KEY: ${{ secrets.ZENROWS_API_KEY }}
+        AZURE_API_BASE: ${{ secrets.AZURE_API_BASE }}
+        AZURE_API_VERSION: ${{ secrets.AZURE_API_VERSION }}
+        AZURE_API_KEY: ${{ secrets.AZURE_API_KEY }}
+        DATAFORSEO_EMAIL: ${{ secrets.DATAFORSEO_EMAIL }}
+        DATAFORSEO_PASSWORD: ${{ secrets.DATAFORSEO_PASSWORD }}
diff --git a/.vscode/launch.json b/.vscode/launch.json
new file mode 100644
index 00000000..4db8a592
--- /dev/null
+++ b/.vscode/launch.json
@@ -0,0 +1,20 @@
+{
+    // Use IntelliSense to learn about possible attributes.
+    // Hover to view descriptions of existing attributes.
+    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "Python Debugger: FastAPI",
+            "type": "debugpy",
+            "request": "launch",
+            "module": "uvicorn",
+            "args": [
+                "media_impact_monitor.api:app",
+                "--host=0.0.0.0",
+                "--port=8000",
+            ],
+            "jinja": true
+        }
+    ]
+}
\ No newline at end of file
diff --git a/backend-python/README.md b/backend-python/README.md
index 7ee32cc1..947d95e1 100644
--- a/backend-python/README.md
+++ b/backend-python/README.md
@@ -10,11 +10,26 @@
 - `poetry run uvicorn media_impact_monitor.api:app --host 0.0.0.0 --port 8000` to serve the API
 - `poetry run py-spy record -o profile.svg -- python xyz.py` to do profiling
 
-## Setting up a server to serve the Docker container
+## Deployment
 
-- Set up a Ubuntu 22.04 server.
-- Create a `.env` file based on `.env.example` and put it on the server.
-- Run `setup_server.sh` on the server.
+Continuous deployment is currently set up with railway.app.
+
+Important: Configure a `PORT` environment variable there, otherwise the app will not be accessible and will be `Shutting down` for no apparent reason.
+
+## 3rd party services
+
+These are configured via a `.env` file, see [`.env.example`](../.env.example).
+
+### Azure OpenAI
+
+We have defined the following endpoints on Azure OpenAI:
+
+- `gpt-35-turbo`: `gpt-3.5-turbo-1106` (16k tokens context)
+- `gpt-4`: `gpt-4-turbo-2024-04-09` (128k tokens context)
+
+Azure OpenAI uses content filters, also for the input texts, that cannot be switched off, but their thresholds can be set to high.
+
+Similar models are also available via OpenAI directly.
 
 ## Conventions
 
diff --git a/backend-python/media_impact_monitor/api.py b/backend-python/media_impact_monitor/api.py
index a2b39522..716f8318 100644
--- a/backend-python/media_impact_monitor/api.py
+++ b/backend-python/media_impact_monitor/api.py
@@ -107,7 +107,7 @@ def _get_fulltexts(q: FulltextSearch) -> Response[FulltextSearch, list[Event]]:
 
 
 @app.post("/impact")
-def _get_impact(q: ImpactSearch) -> Response[ImpactSearch, Impact]:
+def _get_impact(q: ImpactSearch):  # -> Response[ImpactSearch, Impact]:
     """Compute the impact of an event on a media trend."""
     impact = get_impact(q)
     return Response(query=q, data=impact)
diff --git a/backend-python/media_impact_monitor/data_loaders/news_online/mediacloud_.py b/backend-python/media_impact_monitor/data_loaders/news_online/mediacloud_.py
index b851d228..2a1502cf 100644
--- a/backend-python/media_impact_monitor/data_loaders/news_online/mediacloud_.py
+++ b/backend-python/media_impact_monitor/data_loaders/news_online/mediacloud_.py
@@ -1,16 +1,13 @@
-import os
 from datetime import date
 from typing import Literal
 
 import mediacloud.api
 import pandas as pd
-from dotenv import load_dotenv
+from mcmetadata import extract
 
-from media_impact_monitor.util.cache import cache
+from media_impact_monitor.util.cache import cache, get_proxied
 from media_impact_monitor.util.env import MEDIACLOUD_API_TOKEN
-
-load_dotenv()
-
+from media_impact_monitor.util.parallel import parallel_tqdm
 
 search = mediacloud.api.SearchApi(MEDIACLOUD_API_TOKEN)
 directory = mediacloud.api.DirectoryApi(MEDIACLOUD_API_TOKEN)
@@ -18,28 +15,19 @@
 
 Platform = Literal["onlinenews-mediacloud", "onlinenews-waybackmachine"]
 
+end_date = date.today()
+
 
 @cache
 def get_mediacloud_counts(
     query: str,
-    start_date: date = date(2023, 1, 1),
-    end_date: date = date.today(),
+    start_date: date = date(2022, 1, 1),
+    end_date: date = end_date,
     countries: list | None = None,
     platform: Platform = "onlinenews-mediacloud",
 ) -> pd.Series:
-    assert start_date.year >= 2023, "MediaCloud currently only goes back to 2023"
-    collection_ids: list[int] = []
-    if countries:
-        collection_ids = []
-        for country in countries:
-            # get national newspapers (regional newspapers are also available)
-            results = directory.collection_list(name=f"{country} - national")["results"]
-            # ignore research collections
-            results = [r for r in results if "(Research Only)" not in r["name"]]
-            assert (
-                len(results) == 1
-            ), f"Expected 1 result, got {len(results)} for {country}"
-            collection_ids.append(results[0]["id"])
+    assert start_date.year >= 2022, "MediaCloud currently only goes back to 2022"
+    collection_ids = resolve_countries(countries)
     data = search.story_count_over_time(
         query=query,
         start_date=start_date,
@@ -52,3 +40,56 @@ def get_mediacloud_counts(
     df["date"] = pd.to_datetime(df["date"]).dt.date
     df = df.set_index("date")
     return df["count"]
+
+
+def get_mediacloud_fulltexts(
+    query: str,
+    start_date: date = date(2022, 1, 1),
+    end_date: date = end_date,
+    countries: list | None = None,
+    platform: Platform = "onlinenews-mediacloud",
+) -> pd.DataFrame:
+    assert start_date.year >= 2022, "MediaCloud currently only goes back to 2022"
+    collection_ids = resolve_countries(countries)
+    data = search.story_list(
+        query=query,
+        start_date=start_date,
+        end_date=end_date,
+        collection_ids=collection_ids,
+        platform=platform,
+    )
+    pagination_token = data[1]
+    if pagination_token:
+        raise NotImplementedError("Pagination not implemented")
+    df = pd.DataFrame(data[0])
+    df["publish_date"] = pd.to_datetime(df["publish_date"])
+    df["text"] = parallel_tqdm(
+        retrieve_text, df["url"], n_jobs=4, desc="Retrieving fulltexts"
+    )
+    df = df.dropna(subset=["text"])
+    return df
+
+
+def retrieve_text(url: str) -> str | None:
+    try:
+        html = get_proxied(url, timeout=15).text
+    except ValueError as e:
+        if "RESP002" in str(e):  # zenrows error code for http 404
+            return None
+        raise e
+    data = extract(url=url, html_text=html)
+    # this also contains additional metadata (title, language, extraction method, ...) that could be used
+    return data["text_content"]
+
+
+def resolve_countries(countries: list | None) -> list | None:
+    collection_ids: list[int] = []
+    collection_ids = []
+    for country in countries or []:
+        # get national newspapers (regional newspapers are also available)
+        results = directory.collection_list(name=f"{country} - national")["results"]
+        # ignore research collections
+        results = [r for r in results if "(Research Only)" not in r["name"]]
+        assert len(results) == 1, f"Expected 1 result, got {len(results)} for {country}"
+        collection_ids.append(results[0]["id"])
+    return collection_ids
diff --git a/backend-python/media_impact_monitor/data_loaders/news_print/genios.py b/backend-python/media_impact_monitor/data_loaders/news_print/genios.py
index 967dd259..4bb07188 100644
--- a/backend-python/media_impact_monitor/data_loaders/news_print/genios.py
+++ b/backend-python/media_impact_monitor/data_loaders/news_print/genios.py
@@ -4,12 +4,14 @@
 
 from media_impact_monitor.util.cache import cache, get
 
+end_date = date.today()
+
 
 @cache
 def get_genios_counts(
     query: str,
     start_date: date = date(2010, 1, 1),
-    end_date: date = date.today(),
+    end_date: date = end_date,
 ) -> pd.Series:
     response = get(
         "https://www.genios.de/api/searchResult/Alle/Presse",
@@ -32,5 +34,5 @@ def get_genios_counts(
     df["date"] = pd.to_datetime(df["date"]).dt.date
     df = df.set_index("date")
     # there is a bug that sets the count at day -1 to 0
-    df = df[df.index >= pd.Timestamp(start_date)]
+    df = df[df.index >= start_date]
     return df["count"]
diff --git a/backend-python/media_impact_monitor/data_loaders/news_print/genios_test.py b/backend-python/media_impact_monitor/data_loaders/news_print/genios_test.py
index 03c0fd6a..e064bf18 100644
--- a/backend-python/media_impact_monitor/data_loaders/news_print/genios_test.py
+++ b/backend-python/media_impact_monitor/data_loaders/news_print/genios_test.py
@@ -1,15 +1,19 @@
+from datetime import date
+
 import pandas as pd
 import pytest
+
 from media_impact_monitor.data_loaders.news_print.genios import get_genios_counts
 
 
-@pytest.mark.skip(reason="The Genios API is currently down.")
+# @pytest.mark.skip(reason="The Genios API is currently down.")
 def test_get_counts_genios():
     df = get_genios_counts(
         "Fridays for Future",
-        pd.Timestamp("2023-06-01"),
-        pd.Timestamp("2023-12-01"),
+        date(2023, 6, 1),
+        date(2023, 12, 1),
     )
+    df.index = pd.to_datetime(df.index)
     assert not df.empty, "The dataframe returned is unexpectedly empty."
     assert (
         df.index >= "2023-06-01"
@@ -17,19 +21,19 @@ def test_get_counts_genios():
     assert (
         df.index <= "2023-12-01"
     ).all(), "The returned dataframe contains dates after the end date."
-    assert (df["count"] >= 0).all(), "The returned dataframe contains negative counts."
-    print(df["count"].diff().abs())
+    assert (df >= 0).all(), "The returned dataframe contains negative counts."
+    print(df.diff().abs())
     assert (
-        df["count"].diff().abs().fillna(0) <= 1000
+        df.diff().abs().fillna(0) <= 1000
     ).all(), "The returned dataframe contains a count change of more than 1000."
     # assume more counts in September (due to global climate strike) than in August
     assert (
-        df.resample("ME").sum()["count"]["2023-09"].item()
-        > df.resample("ME").sum()["count"]["2023-08"].item()
+        df.resample("ME").sum()["2023-09"].item()
+        > df.resample("ME").sum()["2023-08"].item()
     ), "The count in September is not higher than in August."
     assert (
-        df.resample("ME").sum()["count"] < 10_000
+        df.resample("ME").sum() < 10_000
     ).all(), "The count per month is higher than 10,000 for some months."
     assert (
-        df.resample("ME").sum()["count"] > 10
+        df.resample("ME").sum() > 10
     ).all(), "The count per month is lower than 30 for some months."
diff --git a/backend-python/media_impact_monitor/data_loaders/web/google_trends.py b/backend-python/media_impact_monitor/data_loaders/web/google_trends.py
index 8e55e748..fde8a0e1 100644
--- a/backend-python/media_impact_monitor/data_loaders/web/google_trends.py
+++ b/backend-python/media_impact_monitor/data_loaders/web/google_trends.py
@@ -13,6 +13,7 @@
 import pandas as pd
 
 from media_impact_monitor.util.cache import cache, post
+from media_impact_monitor.util.env import DATAFORSEO_EMAIL, DATAFORSEO_PASSWORD
 
 end_date = date.today()
 
@@ -30,7 +31,7 @@ def get_google_trends_counts(query: str, end_date: date = end_date) -> pd.Series
             "language_code": "de",
         }
     ]
-    credentials = "davidpomerenke@mailbox.org:99e67272d04117b1"
+    credentials = f"{DATAFORSEO_EMAIL}:{DATAFORSEO_PASSWORD}"
     credentials_encoded = base64.b64encode(credentials.encode()).decode()
     headers = {
         "Authorization": f"Basic {credentials_encoded}",
@@ -40,9 +41,8 @@ def get_google_trends_counts(query: str, end_date: date = end_date) -> pd.Series
     data = response.json()["tasks"][0]["result"][0]["items"][0]["data"]
     df = pd.DataFrame(data)
     df["value"] = df["values"].str[0]
-    # df = df[~df["missing_data"]]
+    # df = df[~df["missing_data"]] # this ignores data from the current day/week/month, which is not yet complete
     df = df.rename(columns={"date_from": "date", "value": "count"})
     df["date"] = pd.to_datetime(df["date"]).dt.date
     df = df.set_index("date")["count"]
-    print(df)
     return df
diff --git a/backend-python/media_impact_monitor/events.py b/backend-python/media_impact_monitor/events.py
index 8108efc6..17876b90 100644
--- a/backend-python/media_impact_monitor/events.py
+++ b/backend-python/media_impact_monitor/events.py
@@ -11,8 +11,10 @@
     climate_orgs_aliases,
 )
 from media_impact_monitor.types_ import EventSearch
+from media_impact_monitor.util.cache import cache
 
 
+@cache
 def get_events(q: EventSearch) -> pd.DataFrame:
     assert q.source == "acled", "Only ACLED is supported."
     df = get_acled_events(countries=["Germany"])
diff --git a/backend-python/media_impact_monitor/impact.py b/backend-python/media_impact_monitor/impact.py
index 8c5e63d8..49e43cd1 100644
--- a/backend-python/media_impact_monitor/impact.py
+++ b/backend-python/media_impact_monitor/impact.py
@@ -2,35 +2,66 @@
 
 from media_impact_monitor.events import get_events_by_id
 from media_impact_monitor.impact_estimators.interrupted_time_series import (
-    estimate_impacts,
     estimate_mean_impact,
 )
 from media_impact_monitor.trend import get_trend
-from media_impact_monitor.types_ import Impact, ImpactSearch, TrendSearch
+from media_impact_monitor.types_ import Impact, ImpactSearch, Method, TrendSearch
 from media_impact_monitor.util.cache import cache
 
 
-@cache
+# @cache
 def get_impact(q: ImpactSearch) -> Impact:
     events = get_events_by_id(q.cause)
-    trend = get_trend(TrendSearch(**dict(q.effect)))
-    hidden_days_before_protest = 4
+    trends = get_trend(TrendSearch(**dict(q.effect)))
+    applicabilities = []
+    limitations = []
+    dfs = dict()
+    for topic in trends.columns:
+        trend = trends[topic]
+        trend.name = "count"
+        appl, warning, impact = get_impact_for_single_trend(
+            events=events,
+            trend=trend,
+            method=q.method,
+            aggregation=q.effect.aggregation,
+        )
+        dfs[topic] = impact.reset_index().to_dict(orient="records")
+        applicabilities.append(appl)
+        limitations.append(warning)
+    assert len(set(applicabilities)) == 1, "All topics should have same applicability."
+    assert len(set(limitations)) == 1, "All topics should have same limitations."
+    impact = dict(
+        method_applicability=applicabilities[0],
+        method_applicability_reason=limitations[0],
+        time_series=dfs,
+    )
+    return impact
+
+
+def get_impact_for_single_trend(
+    events: pd.DataFrame,
+    trend: pd.DataFrame,
+    method: Method,
+    aggregation="daily",
+) -> tuple[str, str, pd.DataFrame]:
+    hidden_days_before_protest = 7
     horizon = 28
-    match q.method:
+    match method:
         case "interrupted_time_series":
-            mean_impact = estimate_mean_impact(
+            mean_impact, warnings = estimate_mean_impact(
                 events=events,
                 article_counts=trend,
                 horizon=horizon,
                 hidden_days_before_protest=hidden_days_before_protest,
+                aggregation=aggregation,
             )
         case "synthetic_control":
             raise NotImplementedError("Synthetic control is not yet implemented.")
         case _:
-            raise ValueError(f"Unsupported method: {q.method}")
-    return Impact(
-        method_applicability="maybe",
-        method_applicability_reason="We're not checking this yet 🤡",
-        time_series=mean_impact.to_dict(orient="index"),
-    )
+            raise ValueError(f"Unsupported method: {method}")
+    warning = "We are not yet systematically checking the applicability of the impact estimation method.\n\n"
+    if warnings:
+        warning += "However, we have determined the following limitations:\n\n"
+        warning += "\n".join([f"- {w}" for w in warnings])
+    return "maybe", warning, mean_impact
     # TODO: divide impact by number of events on that day (by the same org)
diff --git a/backend-python/media_impact_monitor/impact_estimators/interrupted_time_series.py b/backend-python/media_impact_monitor/impact_estimators/interrupted_time_series.py
index bc823b83..1ad72b18 100644
--- a/backend-python/media_impact_monitor/impact_estimators/interrupted_time_series.py
+++ b/backend-python/media_impact_monitor/impact_estimators/interrupted_time_series.py
@@ -1,5 +1,6 @@
 import warnings
 from datetime import date, timedelta
+from typing import Literal
 
 import pandas as pd
 
@@ -12,23 +13,34 @@
 from statsforecast import StatsForecast
 from statsforecast.models import ARIMA
 
+Aggregation = Literal["daily", "weekly"]
 
-def predict_with_arima(train: pd.DataFrame, horizon: int):
+freq = {  # map aggregation to frequency
+    "daily": "D",
+    "weekly": "W",
+}
+
+
+def predict_with_arima(train: pd.DataFrame, horizon: int, aggregation: Aggregation):
     train = (  # convert to format for statsforecast
         train.copy()
         .reset_index()
         .rename(columns={"date": "ds", "count": "y"})
         .assign(unique_id=0)
     )
-    fcst = StatsForecast(
-        models=[
-            ARIMA(
+    match aggregation:
+        case "daily":
+            model = ARIMA(
                 order=(1, 1, 1),
                 season_length=7,
                 seasonal_order=(1, 1, 1),
-            ),
-        ],
-        freq="D",
+            )
+        case "weekly":
+            model = ARIMA(order=(1, 1, 1))
+            horizon = horizon // 7
+    fcst = StatsForecast(
+        models=[model],
+        freq=freq[aggregation],
         n_jobs=4,
     )
     fcst.fit(train)
@@ -48,6 +60,7 @@ def estimate_impact(
     ds: pd.Series,
     horizon: int,
     hidden_days_before_protest: int,
+    aggregation: Aggregation,
 ) -> tuple[pd.DataFrame, pd.DataFrame, pd.DataFrame]:
     """
     Calculate the impact of a protest event on the media coverage.
@@ -81,7 +94,7 @@ def estimate_impact(
     ]
 
     # predict and calculate impact
-    counterfactual = predict_with_arima(train, _horizon)["count"]
+    counterfactual = predict_with_arima(train, _horizon, aggregation)["count"]
     impact = actual - counterfactual
     return actual, counterfactual, impact
 
@@ -91,34 +104,59 @@ def estimate_impacts(
     article_counts: pd.Series,
     horizon: int,
     hidden_days_before_protest: int,
-) -> tuple[pd.DataFrame, pd.DataFrame, pd.DataFrame]:
+    aggregation: Aggregation,
+) -> tuple[pd.DataFrame, pd.DataFrame, pd.DataFrame, list[str]]:
+    min_training_days = 90
+    _events = events[
+        events["date"] >= article_counts.index[0] + timedelta(days=min_training_days)
+    ]
+
     def _estimate_impact(event_):
         i, event = event_
         return estimate_impact(
-            event["date"], article_counts, horizon, hidden_days_before_protest
+            event["date"],
+            article_counts,
+            horizon,
+            hidden_days_before_protest,
+            aggregation,
         )
 
     estimates = parallel_tqdm(
-        _estimate_impact, events.iterrows(), total=events.shape[0], n_jobs=1
+        _estimate_impact, _events.iterrows(), total=_events.shape[0], n_jobs=1
     )
     actuals, counterfactuals, impacts = zip(*estimates)
-    return actuals, counterfactuals, impacts
+    if len(events) != len(_events):
+        warnings = [
+            f"Only {len(_events)} out of {len(events)} events were used for estimating the impact, because for the other {len(events) - len(_events)} events there is less than {min_training_days} days of data available, since the media time series starts on {article_counts.index[0].isoformat()}."
+        ]
+    else:
+        warnings = []
+    return actuals, counterfactuals, impacts, warnings
 
 
+@cache
 def estimate_mean_impact(
     events: pd.DataFrame,
     article_counts: pd.DataFrame,
     horizon: int,
     hidden_days_before_protest: int,
+    aggregation: Aggregation,
     cumulative: bool = True,
-) -> pd.DataFrame:
+) -> tuple[pd.DataFrame, list[str]]:
     # output: dataframe with columns mean, ci_upper, ci_lower
     # and index from -hidden_days_before_protest to horizon
-    actuals, counterfactuals, impacts = estimate_impacts(
-        events, article_counts, horizon, hidden_days_before_protest
+    actuals, counterfactuals, impacts, warnings = estimate_impacts(
+        events, article_counts, horizon, hidden_days_before_protest, aggregation
     )
     impacts_df = pd.concat([df.reset_index(drop=True) for df in impacts], axis=1)
-    impacts_df.index = impacts_df.index - hidden_days_before_protest
+    match aggregation:
+        case "daily":
+            impacts_df.index = range(-hidden_days_before_protest, horizon)
+        case "weekly":
+            assert hidden_days_before_protest % 7 == 0
+
+            impacts_df.index = range(-hidden_days_before_protest, horizon, 7)
+    impacts_df.index.name = "date"
     if cumulative:
         impacts_df = impacts_df.cumsum()
     average = impacts_df.mean(axis=1, skipna=True)
@@ -128,4 +166,6 @@ def estimate_mean_impact(
     ci_upper = impacts_df.apply(
         lambda x: confidence_interval_ttest(x.dropna(), 0.95)[1], axis=1
     )
-    return pd.DataFrame({"mean": average, "ci_lower": ci_lower, "ci_upper": ci_upper})
+    return pd.DataFrame(
+        {"mean": average, "ci_lower": ci_lower, "ci_upper": ci_upper}
+    ), warnings
diff --git a/backend-python/media_impact_monitor/impact_estimators/interrupted_time_series_test.py b/backend-python/media_impact_monitor/impact_estimators/interrupted_time_series_test.py
index c4897bf4..691b3f6f 100644
--- a/backend-python/media_impact_monitor/impact_estimators/interrupted_time_series_test.py
+++ b/backend-python/media_impact_monitor/impact_estimators/interrupted_time_series_test.py
@@ -1,9 +1,6 @@
 from datetime import date, timedelta
 
-import matplotlib.pyplot as plt
-import numpy as np
 import pandas as pd
-from tqdm.auto import tqdm
 
 from media_impact_monitor.data_loaders.news_online.mediacloud_ import (
     get_mediacloud_counts,
@@ -22,7 +19,11 @@ def test_estimate_impact():
         '"Letzte Generation"', date(2023, 1, 1), date(2024, 3, 31)
     )
     actual, counterfactual, impact = estimate_impact(
-        date(2023, 7, 1), article_counts, horizon=14, hidden_days_before_protest=2
+        date(2023, 7, 1),
+        article_counts,
+        horizon=14,
+        hidden_days_before_protest=2,
+        aggregation="daily",
     )
     assert isinstance(actual, pd.Series)
     assert isinstance(counterfactual, pd.Series)
@@ -49,8 +50,12 @@ def test_estimate_impacts():
     article_counts = get_mediacloud_counts(
         '"Letzte Generation"', date(2023, 1, 1), date(2024, 3, 31)
     )
-    actuals, counterfactuals, impacts = estimate_impacts(
-        events, article_counts, horizon=7, hidden_days_before_protest=4
+    actuals, counterfactuals, impacts, warnings = estimate_impacts(
+        events,
+        article_counts,
+        horizon=7,
+        hidden_days_before_protest=4,
+        aggregation="daily",
     )
     assert len(actuals) == len(events)
     assert len(counterfactuals) == len(events)
@@ -72,8 +77,12 @@ def test_mean_impact_estimates():
     article_counts = get_mediacloud_counts(
         '"Letzte Generation"', date(2023, 1, 1), date(2024, 3, 31)
     )
-    impacts_df = estimate_mean_impact(
-        events, article_counts, horizon=7, hidden_days_before_protest=4
+    impacts_df, warnings = estimate_mean_impact(
+        events,
+        article_counts,
+        horizon=7,
+        hidden_days_before_protest=4,
+        aggregation="daily",
     )
     assert isinstance(impacts_df, pd.DataFrame)
     assert impacts_df.index.is_monotonic_increasing
diff --git a/backend-python/media_impact_monitor/sentiment.py b/backend-python/media_impact_monitor/sentiment.py
new file mode 100644
index 00000000..b835cedd
--- /dev/null
+++ b/backend-python/media_impact_monitor/sentiment.py
@@ -0,0 +1,51 @@
+import json
+
+from litellm import BadRequestError
+
+from media_impact_monitor.util.llm import completion
+
+system_prompt = "You're a sentiment analysis tool. For a given user input, always return the sentiment of the input. Return -1 for negative, 0 for neutral, and 1 for positive. Before you make your decision, reason about the decision."
+
+tools = [
+    {
+        "type": "function",
+        "function": {
+            "name": "score_sentiment",
+            "description": "",
+            "parameters": {
+                "type": "object",
+                "properties": {
+                    "reasoning": {
+                        "type": "string",
+                        "description": "The reasoning for the sentiment",
+                    },
+                    "sentiment": {
+                        "type": "number",
+                        "description": "The sentiment: -1 for negative, 0 for neutral, 1 for positive",
+                    },
+                },
+                "required": ["reasoning", "sentiment"],
+            },
+        },
+    }
+]
+
+
+def sentiment(text: str) -> float:
+    messages = [
+        {"role": "system", "content": system_prompt},
+        {"role": "user", "content": text},
+    ]
+    try:
+        response = completion(
+            messages=messages,
+            tools=tools,
+            tool_choice={"type": "function", "function": {"name": "score_sentiment"}},
+            temperature=0.0,
+        )
+    except BadRequestError as e:
+        print(e)
+        print(text)
+        print(response)
+        return
+    return json.loads(response.choices[0].message.tool_calls[0].function.arguments)
diff --git a/backend-python/media_impact_monitor/trend.py b/backend-python/media_impact_monitor/trend.py
index 0bcf8c17..bb70f085 100644
--- a/backend-python/media_impact_monitor/trend.py
+++ b/backend-python/media_impact_monitor/trend.py
@@ -1,111 +1,15 @@
 import pandas as pd
-import yaml
 
-from media_impact_monitor.data_loaders.news_online.mediacloud_ import (
-    get_mediacloud_counts,
-)
-from media_impact_monitor.data_loaders.news_print.genios import get_genios_counts
-from media_impact_monitor.data_loaders.web.google_trends import get_google_trends_counts
+from media_impact_monitor.trends.keyword_trend import get_keyword_trend
+from media_impact_monitor.trends.sentiment_trend import get_sentiment_trend
 from media_impact_monitor.types_ import TrendSearch
-from media_impact_monitor.util.cache import cache
-from media_impact_monitor.util.date import verify_dates
-from media_impact_monitor.util.paths import src
 
 
 def get_trend(q: TrendSearch) -> pd.DataFrame:
-    assert q.trend_type == "keywords", "Only keywords are supported."
-    assert q.topic == "climate_change", "Only climate_change is supported."
-    dss = {}
-    for topic, query in topic_queries(q.media_source).items():
-        match q.media_source:
-            case "news_online":
-                ds = get_mediacloud_counts(query=query)
-            case "news_print":
-                ds = get_genios_counts(query=query)
-            case "web_google":
-                ds = get_google_trends_counts(query=query)
-            case _:
-                raise ValueError(f"Unsupported media source: {q.media_source}")
-        ds.index = pd.to_datetime(ds.index)
-        ds = ds.resample("W").sum()
-        ds.index = ds.index.date
-        ds.index.name = "date"
-        dss[topic] = ds
-    df = pd.DataFrame(dss)
-    return df
-
-
-def topic_queries(media_source: str) -> dict[str, str]:
-    with open(src / "media_impact_monitor/trend_keywords.yaml") as f:
-        keywords = yaml.load(f, Loader=yaml.FullLoader)
-    all_incl_activism = build_query(
-        media_source=media_source,
-        positive=keywords["science"] + keywords["policy"] + keywords["urgency"],
-    )
-    all_excl_activism = build_query(
-        media_source=media_source,
-        positive=keywords["science"] + keywords["policy"] + keywords["urgency"],
-        negative=keywords["activism"],
-    )
-    # all_only_activism = f"({all_incl_activism}) AND ({keywords['activism']})"
-    keywords = {
-        "science": build_query(media_source=media_source, positive=keywords["science"]),
-        "policy": build_query(media_source=media_source, positive=keywords["policy"]),
-        "urgency": build_query(media_source=media_source, positive=keywords["urgency"]),
-        # "all_incl_activism": all_incl_activism,
-        # "all_excl_activism": all_excl_activism,
-    }
-    return keywords
-
-
-def build_query(
-    media_source: str,
-    positive: list[str] | None = None,
-    negative: list[str] | None = None,
-) -> str:
-    """
-    Build a boolean query, which works differently for different data sources.
-    This does not support general boolean queries, but only like:
-    - A or B or ... or G
-    - not (A or B or ... or G)
-    - (A or B or ... or G) and not (Q or V or ... or Z)
-    """
-    assert media_source in ["news_online", "news_print", "web_google"]
-    assert positive or negative
-    match media_source:
-        case "news_online":
-            if positive:
-                q_positive = [f'"{a}"' if len(a.split()) > 1 else a for a in positive]
-                q_positive = " OR ".join(q_positive)
-            if negative:
-                q_negative = [f'"{a}"' if len(a.split()) > 1 else a for a in negative]
-                q_negative = " OR ".join(q_negative)
-            if positive and negative:
-                query = f"({q_positive}) AND NOT ({q_negative})"
-            elif positive:
-                query = q_positive
-            elif negative:
-                query = f"NOT ({q_negative})"
-        case "news_print":
-            raise NotImplementedError
-        case "web_google":
-            # see https://newsinitiative.withgoogle.com/resources/trainings/advanced-google-trends/
-            # and https://support.google.com/trends/answer/4359582?hl=en
-            q_positive = (
-                [f'+"{a}"' if len(a.split()) > 1 else f"+{a}" for a in positive]
-                if positive
-                else []
-            )
-            q_negative = (
-                [f'-"{a}"' if len(a.split()) > 1 else f"-{a}" for a in negative]
-                if negative
-                else []
-            )
-            if positive and negative:
-                query = " ".join(q_positive[:4] + q_negative[:4])
-            elif positive:
-                query = " ".join(q_positive[:4])
-            elif negative:
-                query = " ".join(q_negative[:4])
-            query = query.replace("*", "")
-    return query
+    match q.trend_type:
+        case "keywords":
+            return get_keyword_trend(q)
+        case "sentiment":
+            return get_sentiment_trend(q)
+        case _:
+            raise ValueError(f"Unsupported trend type: {q.trend_type}")
diff --git a/backend-python/media_impact_monitor/trends/keyword_trend.py b/backend-python/media_impact_monitor/trends/keyword_trend.py
new file mode 100644
index 00000000..ebc61a23
--- /dev/null
+++ b/backend-python/media_impact_monitor/trends/keyword_trend.py
@@ -0,0 +1,112 @@
+import pandas as pd
+import yaml
+
+from media_impact_monitor.data_loaders.news_online.mediacloud_ import (
+    get_mediacloud_counts,
+)
+from media_impact_monitor.data_loaders.news_print.genios import get_genios_counts
+from media_impact_monitor.data_loaders.web.google_trends import get_google_trends_counts
+from media_impact_monitor.types_ import TrendSearch
+from media_impact_monitor.util.cache import cache
+from media_impact_monitor.util.paths import src
+
+
+def get_keyword_trend(q: TrendSearch):
+    assert q.trend_type == "keywords"
+    assert q.topic == "climate_change", "Only climate_change is supported."
+    dss = {}
+    for topic, query in topic_queries(q.media_source).items():
+        match q.media_source:
+            case "news_online":
+                ds = get_mediacloud_counts(query=query, countries=["Germany"])
+            case "news_print":
+                ds = get_genios_counts(query=query)
+            case "web_google":
+                ds = get_google_trends_counts(query=query)
+            case _:
+                raise ValueError(f"Unsupported media source: {q.media_source}")
+        ds.index = pd.to_datetime(ds.index)
+        if q.aggregation == "weekly":
+            ds = ds.resample("W").sum()
+        elif q.aggregation == "monthly":
+            ds = ds.resample("M").sum()
+        ds.index = ds.index.date
+        ds.index.name = "date"
+        dss[topic] = ds
+    df = pd.DataFrame(dss)
+    return df
+
+
+def topic_queries(media_source: str) -> dict[str, str]:
+    with open(src / "media_impact_monitor/trend_keywords.yaml") as f:
+        keywords = yaml.load(f, Loader=yaml.FullLoader)
+    all_incl_activism = build_query(
+        media_source=media_source,
+        positive=keywords["science"] + keywords["policy"] + keywords["urgency"],
+    )
+    all_excl_activism = build_query(
+        media_source=media_source,
+        positive=keywords["science"] + keywords["policy"] + keywords["urgency"],
+        negative=keywords["activism"],
+    )
+    # all_only_activism = f"({all_incl_activism}) AND ({keywords['activism']})"
+    keywords = {
+        "science": build_query(media_source=media_source, positive=keywords["science"]),
+        "policy": build_query(media_source=media_source, positive=keywords["policy"]),
+        "urgency": build_query(media_source=media_source, positive=keywords["urgency"]),
+        # "all_incl_activism": all_incl_activism,
+        # "all_excl_activism": all_excl_activism,
+    }
+    return keywords
+
+
+def build_query(
+    media_source: str,
+    positive: list[str] | None = None,
+    negative: list[str] | None = None,
+) -> str:
+    """
+    Build a boolean query, which works differently for different data sources.
+    This does not support general boolean queries, but only like:
+    - A or B or ... or G
+    - not (A or B or ... or G)
+    - (A or B or ... or G) and not (Q or V or ... or Z)
+    """
+    assert media_source in ["news_online", "news_print", "web_google"]
+    assert positive or negative
+    match media_source:
+        case "news_online" | "news_print":
+            # for print news see: https://www.gbi-genios.de/de/hilfe/genios/verknuepfung-von-suchworten
+            if positive:
+                q_positive = [f'"{a}"' if len(a.split()) > 1 else a for a in positive]
+                q_positive = " OR ".join(q_positive)
+            if negative:
+                q_negative = [f'"{a}"' if len(a.split()) > 1 else a for a in negative]
+                q_negative = " OR ".join(q_negative)
+            if positive and negative:
+                query = f"({q_positive}) AND NOT ({q_negative})"
+            elif positive:
+                query = q_positive
+            elif negative:
+                query = f"NOT ({q_negative})"
+        case "web_google":
+            # see https://newsinitiative.withgoogle.com/resources/trainings/advanced-google-trends/
+            # and https://support.google.com/trends/answer/4359582?hl=en
+            q_positive = (
+                [f'+"{a}"' if len(a.split()) > 1 else f"+{a}" for a in positive]
+                if positive
+                else []
+            )
+            q_negative = (
+                [f'-"{a}"' if len(a.split()) > 1 else f"-{a}" for a in negative]
+                if negative
+                else []
+            )
+            if positive and negative:
+                query = " ".join(q_positive[:4] + q_negative[:4])
+            elif positive:
+                query = " ".join(q_positive[:4])
+            elif negative:
+                query = " ".join(q_negative[:4])
+            query = query.replace("*", "")
+    return query
diff --git a/backend-python/media_impact_monitor/trends/sentiment_trend.py b/backend-python/media_impact_monitor/trends/sentiment_trend.py
new file mode 100644
index 00000000..1fa31541
--- /dev/null
+++ b/backend-python/media_impact_monitor/trends/sentiment_trend.py
@@ -0,0 +1,39 @@
+from datetime import date
+
+import pandas as pd
+
+from media_impact_monitor.data_loaders.news_online.mediacloud_ import (
+    get_mediacloud_fulltexts,
+)
+from media_impact_monitor.sentiment import sentiment
+from media_impact_monitor.types_ import TrendSearch
+from media_impact_monitor.util.cache import cache
+from media_impact_monitor.util.parallel import parallel_tqdm
+
+
+@cache
+def get_sentiment_trend(q: TrendSearch) -> pd.DataFrame:
+    assert q.trend_type == "sentiment"
+    assert (
+        q.media_source == "news_online"
+    ), "Currently only news_online has fulltexts available, which are necessary for sentiment analysis."
+    start_date = date(2024, 4, 1)
+    query = '"letzte generation"'
+    fulltexts = get_mediacloud_fulltexts(
+        query=query, start_date=start_date, countries=["Germany"]
+    )
+    responses = parallel_tqdm(sentiment, fulltexts["text"], desc="Sentiment analysis")
+    fulltexts["sentiment"] = [r["sentiment"] for r in responses]
+    fulltexts["sentiment_reasoning"] = [r["reasoning"] for r in responses]
+    # aggregate positive, neutral, negative sentiments by day
+    fulltexts["sentiment"] = fulltexts["sentiment"].astype(int)
+    fulltexts = (
+        fulltexts.groupby("publish_date")["sentiment"]
+        .value_counts()
+        .unstack()
+        .fillna(0)
+    )
+    fulltexts.columns = ["negative", "neutral", "positive"]
+    fulltexts.index = pd.to_datetime(fulltexts.index).date
+    fulltexts.index.name = "date"
+    return fulltexts
diff --git a/backend-python/media_impact_monitor/types_.py b/backend-python/media_impact_monitor/types_.py
index d742124a..75f4157d 100644
--- a/backend-python/media_impact_monitor/types_.py
+++ b/backend-python/media_impact_monitor/types_.py
@@ -68,7 +68,8 @@ class Event:
 
 #### Trend types ####
 
-TrendType = Literal["keywords", "topics", "sentiments"]
+TrendType = Literal["keywords", "topic", "sentiment"]
+Aggregation = Literal["daily", "weekly", "monthly"]
 
 
 class TrendSearch(BaseModel):
@@ -81,6 +82,9 @@ class TrendSearch(BaseModel):
     topic: Topic | None = Field(
         description="When retrieving keyword frequencies, this automatically sets relevant sets of keywords. Currently only _climate_change_ is supported."
     )
+    aggregation: Aggregation = Field(
+        default="daily", description="The time aggregation of the trend."
+    )
 
 
 #### Fulltext types ####
diff --git a/backend-python/media_impact_monitor/util/cache.py b/backend-python/media_impact_monitor/util/cache.py
index 6ebe1151..974c1bc2 100644
--- a/backend-python/media_impact_monitor/util/cache.py
+++ b/backend-python/media_impact_monitor/util/cache.py
@@ -52,13 +52,13 @@ def post(url, sleep=None, **kwargs):
 
 
 concurrency = 10
-retries = 5
+retries = 2
 
 
 @cache
 def get_proxied(url, *args, **kwargs):
-    client = ZenRowsClient(ZENROWS_API_KEY, retries=2, concurrency=concurrency)
+    client = ZenRowsClient(ZENROWS_API_KEY, retries=retries, concurrency=concurrency)
     response = client.get(url, *args, **kwargs)
     if '{"code":' in response.text:
-        raise ValueError(response.text)
+        raise ValueError(f"{url}: {response.text}")
     return response
diff --git a/backend-python/media_impact_monitor/util/env.py b/backend-python/media_impact_monitor/util/env.py
index 2768a71f..1f0683f4 100644
--- a/backend-python/media_impact_monitor/util/env.py
+++ b/backend-python/media_impact_monitor/util/env.py
@@ -8,8 +8,18 @@
 ACLED_KEY = environ["ACLED_KEY"]
 MEDIACLOUD_API_TOKEN = environ["MEDIACLOUD_API_TOKEN"]
 ZENROWS_API_KEY = environ["ZENROWS_API_KEY"]
+AZURE_API_BASE = environ["AZURE_API_BASE"]
+AZURE_API_VERSION = environ["AZURE_API_VERSION"]
+AZURE_API_KEY = environ["AZURE_API_KEY"]
+DATAFORSEO_EMAIL = environ["DATAFORSEO_EMAIL"]
+DATAFORSEO_PASSWORD = environ["DATAFORSEO_PASSWORD"]
 
 assert ACLED_EMAIL
 assert ACLED_KEY
 assert MEDIACLOUD_API_TOKEN
 assert ZENROWS_API_KEY
+assert AZURE_API_BASE
+assert AZURE_API_VERSION
+assert AZURE_API_KEY
+assert DATAFORSEO_EMAIL
+assert DATAFORSEO_PASSWORD
diff --git a/backend-python/media_impact_monitor/util/llm.py b/backend-python/media_impact_monitor/util/llm.py
new file mode 100644
index 00000000..202b79b3
--- /dev/null
+++ b/backend-python/media_impact_monitor/util/llm.py
@@ -0,0 +1,18 @@
+from functools import partial
+
+import litellm
+
+from media_impact_monitor.util.cache import cache
+from media_impact_monitor.util.env import (
+    AZURE_API_BASE,
+    AZURE_API_KEY,
+    AZURE_API_VERSION,
+)
+
+completion = partial(
+    cache(litellm.completion),
+    model="azure/gpt-35-turbo",  # model = azure/<your-azure-deployment-name>
+    api_base=AZURE_API_BASE,
+    api_version=AZURE_API_VERSION,
+    api_key=AZURE_API_KEY,
+)
diff --git a/backend-python/poetry.lock b/backend-python/poetry.lock
index 397b3b5f..d0a87b55 100644
--- a/backend-python/poetry.lock
+++ b/backend-python/poetry.lock
@@ -14,6 +14,116 @@ files = [
 [package.dependencies]
 triad = ">=0.6.1"
 
+[[package]]
+name = "aiohttp"
+version = "3.9.5"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aiohttp-3.9.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fcde4c397f673fdec23e6b05ebf8d4751314fa7c24f93334bf1f1364c1c69ac7"},
+    {file = "aiohttp-3.9.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5d6b3f1fabe465e819aed2c421a6743d8debbde79b6a8600739300630a01bf2c"},
+    {file = "aiohttp-3.9.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6ae79c1bc12c34082d92bf9422764f799aee4746fd7a392db46b7fd357d4a17a"},
+    {file = "aiohttp-3.9.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4d3ebb9e1316ec74277d19c5f482f98cc65a73ccd5430540d6d11682cd857430"},
+    {file = "aiohttp-3.9.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:84dabd95154f43a2ea80deffec9cb44d2e301e38a0c9d331cc4aa0166fe28ae3"},
+    {file = "aiohttp-3.9.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c8a02fbeca6f63cb1f0475c799679057fc9268b77075ab7cf3f1c600e81dd46b"},
+    {file = "aiohttp-3.9.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c26959ca7b75ff768e2776d8055bf9582a6267e24556bb7f7bd29e677932be72"},
+    {file = "aiohttp-3.9.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:714d4e5231fed4ba2762ed489b4aec07b2b9953cf4ee31e9871caac895a839c0"},
+    {file = "aiohttp-3.9.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e7a6a8354f1b62e15d48e04350f13e726fa08b62c3d7b8401c0a1314f02e3558"},
+    {file = "aiohttp-3.9.5-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:c413016880e03e69d166efb5a1a95d40f83d5a3a648d16486592c49ffb76d0db"},
+    {file = "aiohttp-3.9.5-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:ff84aeb864e0fac81f676be9f4685f0527b660f1efdc40dcede3c251ef1e867f"},
+    {file = "aiohttp-3.9.5-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:ad7f2919d7dac062f24d6f5fe95d401597fbb015a25771f85e692d043c9d7832"},
+    {file = "aiohttp-3.9.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:702e2c7c187c1a498a4e2b03155d52658fdd6fda882d3d7fbb891a5cf108bb10"},
+    {file = "aiohttp-3.9.5-cp310-cp310-win32.whl", hash = "sha256:67c3119f5ddc7261d47163ed86d760ddf0e625cd6246b4ed852e82159617b5fb"},
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+attrs = ">=17.3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+yarl = ">=1.0,<2.0"
+
+[package.extras]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
+
+[[package]]
+name = "aiosignal"
+version = "1.3.1"
+description = "aiosignal: a list of registered asynchronous callbacks"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
+
 [[package]]
 name = "altair"
 version = "5.3.0"
@@ -229,6 +339,17 @@ files = [
 [package.dependencies]
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 
+[[package]]
+name = "async-timeout"
+version = "4.0.3"
+description = "Timeout context manager for asyncio programs"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
 [[package]]
 name = "attrs"
 version = "23.2.0"
@@ -323,6 +444,17 @@ files = [
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 ]
 
+[[package]]
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+version = "1.0.7"
+description = "Python port of Boilerpipe, for HTML boilerplate removal and text extraction"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
 [[package]]
 name = "cachetools"
 version = "5.3.3"
@@ -445,6 +577,17 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
+name = "chardet"
+version = "5.2.0"
+description = "Universal encoding detector for Python 3"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.3.2"
@@ -690,6 +833,33 @@ files = [
 [package.dependencies]
 numpy = ">=1.20.0"
 
+[[package]]
+name = "courlan"
+version = "1.1.0"
+description = "Clean, filter and sample URLs to optimize data collection – includes spam, content type and language filters."
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
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+tld = {version = ">=0.13", markers = "python_version >= \"3.7\""}
+urllib3 = {version = ">=1.26,<3", markers = "python_version >= \"3.7\""}
+
+[[package]]
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+version = "1.2.0"
+description = "cssselect parses CSS3 Selectors and translates them to XPath 1.0"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
 [[package]]
 name = "cycler"
 version = "0.12.1"
@@ -809,6 +979,28 @@ files = [
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 ]
 
+[[package]]
+name = "dateparser"
+version = "1.2.0"
+description = "Date parsing library designed to parse dates from HTML pages"
+optional = false
+python-versions = ">=3.7"
+files = [
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+
+[package.dependencies]
+python-dateutil = "*"
+pytz = "*"
+regex = "<2019.02.19 || >2019.02.19,<2021.8.27 || >2021.8.27"
+tzlocal = "*"
+
+[package.extras]
+calendars = ["convertdate", "hijri-converter"]
+fasttext = ["fasttext"]
+langdetect = ["langdetect"]
+
 [[package]]
 name = "debugpy"
 version = "1.8.1"
@@ -1025,6 +1217,126 @@ files = [
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 ]
 
+[[package]]
+name = "faust-cchardet"
+version = "2.1.19"
+description = "cChardet is high speed universal character encoding detector."
+optional = false
+python-versions = "*"
+files = [
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+
 [[package]]
 name = "fs"
 version = "2.4.16"
@@ -1220,6 +1618,47 @@ ray = ["duckdb (>=0.5.0)", "pandas (<2.2)", "pyarrow (>=7.0.0)", "ray[data] (>=2
 spark = ["pyspark (>=3.1.1)"]
 sql = ["fugue-sql-antlr (>=0.2.0)", "jinja2", "qpd (>=0.4.4)", "sqlglot"]
 
+[[package]]
+name = "furl"
+version = "2.1.3"
+description = "URL manipulation made simple."
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+orderedmultidict = ">=1.0.1"
+six = ">=1.8.0"
+
+[[package]]
+name = "goose3"
+version = "3.1.19"
+description = "Html Content / Article Extractor, web scrapping for Python3"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+beautifulsoup4 = "*"
+cssselect = "*"
+langdetect = "*"
+lxml = "*"
+Pillow = "*"
+pyahocorasick = "*"
+python-dateutil = "*"
+requests = "*"
+
+[package.extras]
+all = ["jieba", "nltk"]
+arabic = ["nltk"]
+chinese = ["jieba"]
+
 [[package]]
 name = "graphviz"
 version = "0.20.3"
@@ -1309,6 +1748,28 @@ files = [
     {file = "html2text-2020.1.16.tar.gz", hash = "sha256:e296318e16b059ddb97f7a8a1d6a5c1d7af4544049a01e261731d2d5cc277bbb"},
 ]
 
+[[package]]
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+version = "1.8.1"
+description = "Fast and robust extraction of original and updated publication dates from URLs and web pages."
+optional = false
+python-versions = ">=3.6"
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+
+[package.dependencies]
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+dateparser = ">=1.1.2"
+lxml = {version = ">=4.9.4,<6", markers = "platform_system != \"Darwin\" or python_version > \"3.8\""}
+python-dateutil = ">=2.8.2"
+urllib3 = {version = ">=1.26,<3", markers = "python_version >= \"3.7\""}
+
+[package.extras]
+all = ["backports-datetime-fromisoformat", "faust-cchardet (>=2.1.19)", "urllib3[brotli]"]
+speed = ["backports-datetime-fromisoformat", "faust-cchardet (>=2.1.19)", "urllib3[brotli]"]
+
 [[package]]
 name = "httpcore"
 version = "1.0.5"
@@ -1402,6 +1863,40 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "huggingface-hub"
+version = "0.23.0"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+optional = false
+python-versions = ">=3.8.0"
+files = [
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+pyyaml = ">=5.1"
+requests = "*"
+tqdm = ">=4.42.1"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
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+hf-transfer = ["hf-transfer (>=0.1.4)"]
+inference = ["aiohttp", "minijinja (>=1.0)"]
+quality = ["mypy (==1.5.1)", "ruff (>=0.3.0)"]
+tensorflow = ["graphviz", "pydot", "tensorflow"]
+tensorflow-testing = ["keras (<3.0)", "tensorflow"]
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+torch = ["safetensors", "torch"]
+typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
+
 [[package]]
 name = "idna"
 version = "3.7"
@@ -1579,6 +2074,16 @@ docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alab
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 testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
+[[package]]
+name = "jieba3k"
+version = "0.35.1"
+description = "Chinese Words Segementation Utilities"
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
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 version = "3.1.4"
@@ -1932,6 +2437,20 @@ files = [
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+[[package]]
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+description = "Heuristic based boilerplate removal tool"
+optional = false
+python-versions = "*"
+files = [
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+
 [[package]]
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 version = "1.4.5"
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 ]
 
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+description = "Language detection library ported from Google's language-detection."
+optional = false
+python-versions = "*"
+files = [
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+optional = false
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+tokenizers = "*"
+
+[package.extras]
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+
 [[package]]
 name = "llvmlite"
 version = "0.42.0"
@@ -2089,6 +2648,181 @@ files = [
 multipledispatch = "*"
 toolz = "*"
 
+[[package]]
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 [[package]]
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 dev = ["flake8", "isort", "mypy", "pre-commit", "python-dotenv", "types-requests", "types-urllib3"]
 test = ["pytest"]
 
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 version = "1.0.0"
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+description = "Simplified python article discovery & extraction."
+optional = false
+python-versions = "*"
+files = [
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+PyYAML = ">=3.11"
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+tinysegmenter = "0.3"
+tldextract = ">=2.0.1"
+
+[[package]]
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+optional = false
+python-versions = ">=3.7"
+files = [
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+
+[package.extras]
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+corenlp = ["requests"]
+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
 [[package]]
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 version = "7.1.3"
@@ -2527,6 +3443,20 @@ files = [
 [package.dependencies]
 et-xmlfile = "*"
 
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+description = "Ordered Multivalue Dictionary"
+optional = false
+python-versions = "*"
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+python-versions = ">=3.8"
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+[package.extras]
+testing = ["pytest", "setuptools", "twine", "wheel"]
+
 [[package]]
 name = "pyarrow"
 version = "16.0.0"
@@ -3541,6 +4523,25 @@ packaging = "*"
 [package.extras]
 test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
+[[package]]
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+version = "0.8.1"
+description = "fast html to text parser (article readability tool) with python 3 support"
+optional = false
+python-versions = "*"
+files = [
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+lxml = "*"
+
+[package.extras]
+test = ["timeout-decorator"]
+
 [[package]]
 name = "referencing"
 version = "0.35.1"
@@ -3556,6 +4557,94 @@ files = [
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 rpds-py = ">=0.7.0"
 
+[[package]]
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+description = "Alternative regular expression module, to replace re."
+optional = false
+python-versions = ">=3.8"
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 version = "2.31.0"
@@ -3577,6 +4666,20 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-file"
+version = "2.0.0"
+description = "File transport adapter for Requests"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+requests = ">=1.0.0"
+
 [[package]]
 name = "retrying"
 version = "1.3.4"
@@ -3861,6 +4964,16 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments
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+[[package]]
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+description = "Py3k port of sgmllib."
+optional = false
+python-versions = "*"
+files = [
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+
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 version = "1.16.0"
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 docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"]
 
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+version = "0.3.1"
+description = "Sort-friendly URI Reordering Transform (SURT) python package."
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+python-versions = "*"
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+tldextract = ">=2.0"
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 [[package]]
 name = "tenacity"
 version = "8.3.0"
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 ]
 
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 [[package]]
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 version = "1.3.0"
@@ -4122,6 +5301,165 @@ webencodings = ">=0.4"
 doc = ["sphinx", "sphinx_rtd_theme"]
 test = ["pytest", "ruff"]
 
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+
+[package.dependencies]
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+
+[package.extras]
+dev = ["tokenizers[testing]"]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -4184,6 +5522,30 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
+[[package]]
+name = "trafilatura"
+version = "1.8.0"
+description = "Python package and command-line tool designed to gather text on the Web, includes all necessary discovery and text processing components to perform web crawling, downloads, scraping, and extraction of main texts, metadata and comments."
+optional = false
+python-versions = ">=3.6"
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+
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+htmldate = ">=1.8.0"
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+
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+gui = ["Gooey (>=1.0.1)"]
+
 [[package]]
 name = "traitlets"
 version = "5.14.3"
@@ -4268,6 +5630,23 @@ files = [
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 ]
 
+[[package]]
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+version = "5.2"
+description = "tzinfo object for the local timezone"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
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+
+[package.extras]
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+
 [[package]]
 name = "uri-template"
 version = "1.3.0"
@@ -4282,6 +5661,20 @@ files = [
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+[[package]]
+name = "url-normalize"
+version = "1.4.3"
+description = "URL normalization for Python"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
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+
+[package.dependencies]
+six = "*"
+
 [[package]]
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 version = "2.2.1"
@@ -4686,6 +6079,109 @@ einops = ["einops"]
 numba = ["numba (>=0.55)"]
 test = ["hypothesis", "packaging", "pytest", "pytest-cov"]
 
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+    {file = "yarl-1.9.4-cp38-cp38-win32.whl", hash = "sha256:686a0c2f85f83463272ddffd4deb5e591c98aac1897d65e92319f729c320eece"},
+    {file = "yarl-1.9.4-cp38-cp38-win_amd64.whl", hash = "sha256:a00862fb23195b6b8322f7d781b0dc1d82cb3bcac346d1e38689370cc1cc398b"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:604f31d97fa493083ea21bd9b92c419012531c4e17ea6da0f65cacdcf5d0bd27"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:8a854227cf581330ffa2c4824d96e52ee621dd571078a252c25e3a3b3d94a1b1"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ba6f52cbc7809cd8d74604cce9c14868306ae4aa0282016b641c661f981a6e91"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6327976c7c2f4ee6816eff196e25385ccc02cb81427952414a64811037bbc8b"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8397a3817d7dcdd14bb266283cd1d6fc7264a48c186b986f32e86d86d35fbac5"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e0381b4ce23ff92f8170080c97678040fc5b08da85e9e292292aba67fdac6c34"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:23d32a2594cb5d565d358a92e151315d1b2268bc10f4610d098f96b147370136"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ddb2a5c08a4eaaba605340fdee8fc08e406c56617566d9643ad8bf6852778fc7"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:26a1dc6285e03f3cc9e839a2da83bcbf31dcb0d004c72d0730e755b33466c30e"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:18580f672e44ce1238b82f7fb87d727c4a131f3a9d33a5e0e82b793362bf18b4"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:29e0f83f37610f173eb7e7b5562dd71467993495e568e708d99e9d1944f561ec"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:1f23e4fe1e8794f74b6027d7cf19dc25f8b63af1483d91d595d4a07eca1fb26c"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:db8e58b9d79200c76956cefd14d5c90af54416ff5353c5bfd7cbe58818e26ef0"},
+    {file = "yarl-1.9.4-cp39-cp39-win32.whl", hash = "sha256:c7224cab95645c7ab53791022ae77a4509472613e839dab722a72abe5a684575"},
+    {file = "yarl-1.9.4-cp39-cp39-win_amd64.whl", hash = "sha256:824d6c50492add5da9374875ce72db7a0733b29c2394890aef23d533106e2b15"},
+    {file = "yarl-1.9.4-py3-none-any.whl", hash = "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad"},
+    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
 [[package]]
 name = "zenrows"
 version = "1.3.2"
@@ -4718,4 +6214,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "d47fd4a29446442dd49732ce33eeef96fcb42f9dc552407b16662c6f6fdc34a2"
+content-hash = "eb0901a5989ac5dd2b798b62cf774fcd440029d494827fd9bfe444001179ccf5"
diff --git a/backend-python/pyproject.toml b/backend-python/pyproject.toml
index ab584b74..a5c896a6 100644
--- a/backend-python/pyproject.toml
+++ b/backend-python/pyproject.toml
@@ -38,6 +38,8 @@ dash-vega-components = "^0.10.0"
 dash-treeview-antd = "^0.0.1"
 dash-bootstrap-components = "^1.6.0"
 number-parser = "^0.3.2"
+litellm = "^1.37.16"
+mediacloud-metadata = "^1.0.2"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^8.0.2"
diff --git a/frontend-alpha/src/.observablehq/deploy.json b/frontend-alpha/src/.observablehq/deploy.json
new file mode 100644
index 00000000..3a1ea6a0
--- /dev/null
+++ b/frontend-alpha/src/.observablehq/deploy.json
@@ -0,0 +1,5 @@
+{
+  "projectId": "99db05473b8c4436",
+  "projectSlug": "media-impact-monitor",
+  "workspaceLogin": "davidpomerenke"
+}
diff --git a/frontend-alpha/src/components/util.js b/frontend-alpha/src/components/util.js
new file mode 100644
index 00000000..434f89f7
--- /dev/null
+++ b/frontend-alpha/src/components/util.js
@@ -0,0 +1,25 @@
+import * as vega from 'npm:vega'
+import ve from 'npm:vega-embed@6'
+
+const url = 'https://api.dev.mediaimpactmonitor.app'
+// const url = 'http://localhost:8000'
+
+export const embed = async (spec, options) => {
+    // see https://observablehq.com/@mbostock/hello-vega-embed
+    const div = document.createElement('div')
+    div.value = (await ve(div, spec, options)).view
+    return div
+}
+embed.changeset = vega.changeset
+
+export const queryApi = (endpoint, query) =>
+    fetch(`${url}/${endpoint}`, {
+        method: 'POST',
+        headers: {
+            'Content-Type': 'application/json'
+        },
+        body: JSON.stringify(query)
+    })
+        .then(res => res.json())
+        .then(data => data['data'])
+        .catch(err => console.warn(err))
diff --git a/frontend-alpha/src/impacts.md b/frontend-alpha/src/impacts.md
new file mode 100644
index 00000000..74a89f6f
--- /dev/null
+++ b/frontend-alpha/src/impacts.md
@@ -0,0 +1,93 @@
+# Impact
+
+## Daily
+
+```js
+import { embed, queryApi } from './components/util.js'
+
+let events = await queryApi('events', {
+  source: 'acled',
+  topic: 'climate_change'
+})
+events = events
+  .filter(a => a.organizers.includes('Last Generation (Germany)'))
+  .slice(-100)
+
+const event_ids = events.map(a => a.event_id)
+let impact = await queryApi('impact', {
+  cause: event_ids,
+  effect: {
+    trend_type: 'keywords',
+    media_source: 'news_online',
+    topic: 'climate_change'
+  },
+  method: 'interrupted_time_series'
+})
+display(html`${impact.method_applicability_reason}`)
+```
+
+```js
+const spec_ = (topic, data_) => ({
+  data: { values: data_ },
+  layer: [
+    {
+      mark: 'errorband',
+      encoding: {
+        x: {
+          field: 'date',
+          type: 'quantitative',
+          title: 'Days after protest',
+          axis: { values: { expr: '[-7,0,7,14,21]' } }
+        },
+        y: { field: 'ci_lower', type: 'quantitative', title: '' },
+        y2: { field: 'ci_upper', type: 'quantitative' }
+      }
+    },
+    {
+      mark: { type: 'line', color: 'red' },
+      encoding: {
+        x: { field: 'date', type: 'quantitative' },
+        y: {
+          field: 'mean',
+          type: 'quantitative',
+          title: 'Number of additional articles'
+        }
+      }
+    }
+  ],
+  title: `Impact on ${topic}`
+})
+for (const topic in impact.time_series) {
+  let data = impact.time_series[topic]
+  data = Object.keys(data)
+    .map(k => ({ day: parseInt(k), ...data[k] }))
+    .sort((a, b) => a.day - b.day)
+  display(await embed(spec_(topic, data)))
+}
+```
+
+## Weekly
+
+```js
+let impact_weekly = await queryApi('impact', {
+  cause: event_ids,
+  effect: {
+    trend_type: 'keywords',
+    media_source: 'news_online',
+    topic: 'climate_change',
+    aggregation: 'weekly'
+  },
+  method: 'interrupted_time_series'
+})
+display(html`${impact.method_applicability_reason}`)
+```
+
+```js
+for (const topic in impact_weekly.time_series) {
+  let data = impact_weekly.time_series[topic]
+  data = Object.keys(data)
+    .map(k => ({ day: parseInt(k), ...data[k] }))
+    .sort((a, b) => a.day - b.day)
+  display(await embed(spec_(topic, data)))
+}
+```
diff --git a/frontend-alpha/src/index.md b/frontend-alpha/src/index.md
index c8b4c6d1..bc666c58 100644
--- a/frontend-alpha/src/index.md
+++ b/frontend-alpha/src/index.md
@@ -1,34 +1,8 @@
 # Media Impact Monitor
 
 ```js
-import * as vega from 'npm:vega'
-import ve from 'npm:vega-embed@6'
+import { embed, queryApi } from './components/util.js'
 
-const url = 'https://api.dev.mediaimpactmonitor.app'
-// const url = 'http://localhost:8000'
-
-const embed = async (spec, options) => {
-  // see https://observablehq.com/@mbostock/hello-vega-embed
-  const div = document.createElement('div')
-  div.value = (await ve(div, spec, options)).view
-  return div
-}
-embed.changeset = vega.changeset
-
-const queryApi = (endpoint, query) =>
-  fetch(`${url}/${endpoint}`, {
-    method: 'POST',
-    headers: {
-      'Content-Type': 'application/json'
-    },
-    body: JSON.stringify(query)
-  })
-    .then(res => res.json())
-    .then(data => data['data'])
-    .catch(err => console.warn(err))
-```
-
-```js
 let events = await queryApi('events', {
   source: 'acled',
   topic: 'climate_change'
@@ -43,25 +17,64 @@ events = events.map(a => ({
 ```
 
 ```js
-const media_sources = ['news_online', 'web_google']
-// const media_source = view(
-//   Inputs.select(media_sources, {
-//     value: 'news_online',
-//     label: 'Media data source'
-//   })
-// )
+const media_sources = {
+  news_online: 'coverage of climate in german online news',
+  news_print: 'coverage of climate in german print news',
+  web_google: 'google search volume in germany'
+}
+const media_source = view(
+  Inputs.select(Object.keys(media_sources), {
+    value: 'news_online',
+    label: 'Media data source'
+  })
+)
 ```
 
 ```js
-let trends = media_sources.map(source =>
-  queryApi('trend', {
-    trend_type: 'keywords',
-    media_source: source,
+const trend_plot = (trend, title) => ({
+  data: { values: trend },
+  width: 600,
+  height: 100,
+  title: title,
+  mark: { type: 'line', interpolate: 'step-after' },
+  encoding: {
+    x: {
+      field: 'date',
+      type: 'temporal',
+      axis: { title: null },
+      scale: { domain: { selection: 'brush' } }
+    },
+    y: {
+      field: 'n_articles',
+      type: 'quantitative',
+      axis: { title: 'Number of articles' }
+    },
+    color: {
+      field: 'topic',
+      type: 'nominal'
+    }
+  }
+})
+
+const keyword_trend = await queryApi('trend', {
+  trend_type: 'keywords',
+  media_source: media_source,
+  topic: 'climate_change'
+})
+const trend_plots = [trend_plot(keyword_trend, media_sources[media_source])]
+if (media_source === 'news_online') {
+  const sentiment_trend = await queryApi('trend', {
+    trend_type: 'sentiment',
+    media_source: media_source,
     topic: 'climate_change'
   })
-)
-trends = await Promise.all(trends)
-const trend = trends[0]
+  trend_plots.push(
+    trend_plot(
+      sentiment_trend,
+      media_sources[media_source].replace(/coverage of/, 'sentiment of')
+    )
+  )
+}
 // display(Inputs.table(trend))
 ```
 
@@ -83,7 +96,7 @@ const spec = {
           select: { type: 'interval', encodings: ['x'] },
           value: {
             x: [
-              { year: 2023, month: 'jan', date: 1 },
+              { year: 2022, month: 'jan', date: 1 },
               { year: year, month: month, date: lastDay }
             ]
           }
@@ -150,108 +163,9 @@ const spec = {
         ]
       }
     },
-    {
-      data: { values: trends[0] },
-      width: 600,
-      height: 100,
-      title: 'coverage of climate in german online news',
-      mark: { type: 'line', interpolate: 'step-after' },
-      encoding: {
-        x: {
-          field: 'date',
-          type: 'temporal',
-          axis: { title: null },
-          scale: { domain: { selection: 'brush' } }
-        },
-        y: {
-          field: 'n_articles',
-          type: 'quantitative',
-          axis: { title: 'Number of articles' }
-        },
-        color: {
-          field: 'topic',
-          type: 'nominal'
-        }
-      }
-    },
-    {
-      data: { values: trends[1] },
-      width: 600,
-      height: 100,
-      title: 'google search volume in germany',
-      mark: { type: 'line', interpolate: 'step-after' },
-      encoding: {
-        x: {
-          field: 'date',
-          type: 'temporal',
-          axis: { title: null },
-          scale: { domain: { selection: 'brush' } }
-        },
-        y: {
-          field: 'n_articles',
-          type: 'quantitative',
-          axis: { title: 'Number of articles' }
-        },
-        color: {
-          field: 'topic',
-          type: 'nominal'
-        }
-      }
-    }
+    ...trend_plots
   ],
   resolve: { scale: { color: 'independent', size: 'independent' } }
 }
 display(await embed(spec))
 ```
-
-<!-- ```js
-const event_ids = events.map(a => a.event_id)
-let impact = queryApi('impact', {
-  cause: event_ids,
-  effect: {
-    trend_type: 'keywords',
-    media_source: 'news_online',
-    query: '"Letzte Generation"'
-  },
-  method: 'interrupted_time_series'
-})
-impact = (await impact).time_series
-impact = Object.keys(impact)
-  .map(k => ({ day: parseInt(k), ...impact[k] }))
-  .sort((a, b) => a.day - b.day)
-// display(Inputs.table(impact))
-```
-
-```js
-const spec = {
-  data: { values: impact },
-  layer: [
-    {
-      mark: 'errorband',
-      encoding: {
-        x: {
-          field: 'day',
-          type: 'quantitative',
-          title: 'Days after protest'
-        },
-        y: { field: 'ci_lower', type: 'quantitative', title: '' },
-        y2: { field: 'ci_upper', type: 'quantitative' }
-      }
-    },
-    {
-      mark: { type: 'line', color: 'red' },
-      encoding: {
-        x: { field: 'day', type: 'quantitative' },
-        y: {
-          field: 'mean',
-          type: 'quantitative',
-          title: 'Number of additional articles'
-        }
-      }
-    }
-  ],
-  title: 'Impact'
-}
-
-display(await embed(spec))
-``` -->
diff --git a/notebooks/2024-04-12-david-impact-api.ipynb b/notebooks/2024-04-12-david-impact-api.ipynb
index 4ad0abb4..45e0dca2 100644
--- a/notebooks/2024-04-12-david-impact-api.ipynb
+++ b/notebooks/2024-04-12-david-impact-api.ipynb
@@ -1,457 +1,513 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import requests"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Settings:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "topic = \"climate_change\"\n",
-    "organizers = [\"Last Generation (Germany)\"]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'event_id': '9064cc0660a50363ec2d44a8fe51b376',\n",
-       " 'event_type': 'protest',\n",
-       " 'source': 'acled',\n",
-       " 'date': '2023-12-15',\n",
-       " 'organizers': ['Last Generation (Germany)'],\n",
-       " 'description': 'On 15 December 2023, about 15 Last Generation activists blocked streets at various places across Koln (Nordrhein-Westfalen), demanding immediate climate change. Law enforcers quickly removed them and resumed traffic.'}"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
+   "cells": [
+      {
+         "cell_type": "code",
+         "execution_count": 14,
+         "metadata": {},
+         "outputs": [],
+         "source": [
+            "import requests"
+         ]
+      },
+      {
+         "cell_type": "markdown",
+         "metadata": {},
+         "source": [
+            "Settings:"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": 15,
+         "metadata": {},
+         "outputs": [],
+         "source": [
+            "topic = \"climate_change\"\n",
+            "organizers = [\"Last Generation (Germany)\"]"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": 16,
+         "metadata": {},
+         "outputs": [
+            {
+               "data": {
+                  "text/plain": [
+                     "{'event_id': '4524f849805e1de77fa8624267f83129',\n",
+                     " 'event_type': 'protest',\n",
+                     " 'source': 'acled',\n",
+                     " 'date': '2023-12-09',\n",
+                     " 'organizers': ['Fridays for Future'],\n",
+                     " 'description': 'On 9 December 2023, 25 members of FFF demonstrated at Schillerplatz in Saarbrucken (Saarland) against the influence of the fossil fuel industry at the COP28 in Dubai. They called for an effective phase-out plan for oil, coal, and gas, as well as the implementation of a global goal for the expansion of renewable energies.'}"
+                  ]
+               },
+               "execution_count": 16,
+               "metadata": {},
+               "output_type": "execute_result"
+            }
+         ],
+         "source": [
+            "res = requests.post(\n",
+            "    # \"https://api.dev.mediaimpactmonitor.app/events\",\n",
+            "    \"http://localhost:8000/events\",\n",
+            "    json={\n",
+            "        \"event_type\": \"protest\",\n",
+            "        \"source\": \"acled\",\n",
+            "        \"start_date\": \"2023-07-01\",\n",
+            "        \"end_date\": \"2023-12-31\",\n",
+            "        \"organizers\": [\"Fridays for Future\"],\n",
+            "    },\n",
+            ")\n",
+            "events = res.json()[\"data\"]\n",
+            "event_ids = [event[\"event_id\"] for event in events]\n",
+            "events[0]"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": 17,
+         "metadata": {},
+         "outputs": [
+            {
+               "data": {
+                  "text/html": [
+                     "\n",
+                     "<style>\n",
+                     "  #altair-viz-db25096762514dd58c0de12f96cd557e.vega-embed {\n",
+                     "    width: 100%;\n",
+                     "    display: flex;\n",
+                     "  }\n",
+                     "\n",
+                     "  #altair-viz-db25096762514dd58c0de12f96cd557e.vega-embed details,\n",
+                     "  #altair-viz-db25096762514dd58c0de12f96cd557e.vega-embed details summary {\n",
+                     "    position: relative;\n",
+                     "  }\n",
+                     "</style>\n",
+                     "<div id=\"altair-viz-db25096762514dd58c0de12f96cd557e\"></div>\n",
+                     "<script type=\"text/javascript\">\n",
+                     "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
+                     "  (function(spec, embedOpt){\n",
+                     "    let outputDiv = document.currentScript.previousElementSibling;\n",
+                     "    if (outputDiv.id !== \"altair-viz-db25096762514dd58c0de12f96cd557e\") {\n",
+                     "      outputDiv = document.getElementById(\"altair-viz-db25096762514dd58c0de12f96cd557e\");\n",
+                     "    }\n",
+                     "    const paths = {\n",
+                     "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+                     "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+                     "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.17.0?noext\",\n",
+                     "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
+                     "    };\n",
+                     "\n",
+                     "    function maybeLoadScript(lib, version) {\n",
+                     "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
+                     "      return (VEGA_DEBUG[key] == version) ?\n",
+                     "        Promise.resolve(paths[lib]) :\n",
+                     "        new Promise(function(resolve, reject) {\n",
+                     "          var s = document.createElement('script');\n",
+                     "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
+                     "          s.async = true;\n",
+                     "          s.onload = () => {\n",
+                     "            VEGA_DEBUG[key] = version;\n",
+                     "            return resolve(paths[lib]);\n",
+                     "          };\n",
+                     "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
+                     "          s.src = paths[lib];\n",
+                     "        });\n",
+                     "    }\n",
+                     "\n",
+                     "    function showError(err) {\n",
+                     "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
+                     "      throw err;\n",
+                     "    }\n",
+                     "\n",
+                     "    function displayChart(vegaEmbed) {\n",
+                     "      vegaEmbed(outputDiv, spec, embedOpt)\n",
+                     "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
+                     "    }\n",
+                     "\n",
+                     "    if(typeof define === \"function\" && define.amd) {\n",
+                     "      requirejs.config({paths});\n",
+                     "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
+                     "    } else {\n",
+                     "      maybeLoadScript(\"vega\", \"5\")\n",
+                     "        .then(() => maybeLoadScript(\"vega-lite\", \"5.17.0\"))\n",
+                     "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
+                     "        .catch(showError)\n",
+                     "        .then(() => displayChart(vegaEmbed));\n",
+                     "    }\n",
+                     "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"name\": \"data-bdc3d8618687551af535907aafe5e8ba\"}, \"mark\": {\"type\": \"circle\"}, \"encoding\": {\"color\": {\"field\": \"organizer\", \"type\": \"nominal\"}, \"size\": {\"field\": \"participants\", \"type\": \"quantitative\"}, \"x\": {\"field\": \"date\", \"type\": \"temporal\"}, \"y\": {\"field\": \"y\", \"type\": \"quantitative\"}}, \"height\": 300, \"width\": 600, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.17.0.json\", \"datasets\": {\"data-bdc3d8618687551af535907aafe5e8ba\": [{\"event_id\": \"9064cc0660a50363ec2d44a8fe51b376\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-12-15\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 15 December 2023, about 15 Last Generation activists blocked streets at various places across Koln (Nordrhein-Westfalen), demanding immediate climate change. Law enforcers quickly removed them and resumed traffic.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.9383138437689248, \"participants\": 887}, {\"event_id\": \"c9b5513ddab1c4641df4ce81fcff7afc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-12-13\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 13 December 2023, Last Generation activists gathered for a protest and sprayed a public Christmas tree in Leipzig (Sachsen), voicing their environmental and climate concerns. Individuals or pairs affiliated with the movement organized similar actions in other cities across the country.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.13636133332427575, \"participants\": 992}, {\"event_id\": \"e3591243ddb6caae6158d418bb041529\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-12-08\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 8 December 2023, members of Last Generation blocked traffic by gluing themselves to a road at the intersection between Kaldenkirchener Street and Schurenweg in Monchengladbach (Nordrhein-Westfalen) to call for climate justice and an end to fossil fuel energy. Police officers intervened to remove the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5876205410486934, \"participants\": 188}, {\"event_id\": \"f39f7a8bcfc92319d39c19619141d668\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-12-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 December 2023, Last Generation activists protested at Schonhauser Allee, standing in front of the Schonhauser Arcaden, in Berlin - Pankow (Berlin), demanding more climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6331995698876836, \"participants\": 129}, {\"event_id\": \"8afb6cd8a0722621817cf21a8b766fd4\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-12-01\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 1 December 2023, 6 Last Generation activists, including some working in craft-related professions, protested in Berlin - Friedrichshain-Kreuzberg (Berlin) by gluing themselves onto and blocking Blucherstrasse close to the Chamber of Crafts to raise awareness about the consequences of the climate crisis on trade, industry and agriculture. The police intervened to detach and remove the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.8240577453009225, \"participants\": 763}, {\"event_id\": \"f2ed6a7a9128e6526cc19212554155c1\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 November 2023, 8 Last Generation activists protested in Bremen (Bremen) to raise awareness for the climate crisis and demand a greater say in regard to climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.36045587508775073, \"participants\": 925}, {\"event_id\": \"fea9d9de53a47bbb81a581e4b14e54a5\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 November 2023, about 800 Last Generation activists gathered and blocked a street in Berlin - Charlottenburg-Wilmersdorf, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.2725166519324115, \"participants\": 610}, {\"event_id\": \"6bad7d47f77d21d000f0de308e7c1efb\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 November 2023, about 31 Last Generation activists gathered and blocked a street in Berlin - Treptow-Kopenick, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.3553728332735002, \"participants\": 121}, {\"event_id\": \"0cddf57b1c027913397f27ae326b46b8\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 November 2023, around 80 Last Generation activists protested in Heidelberg (Baden-Wurttemberg) with a sit-in in the city's pedestrian area over climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.7844911937377927, \"participants\": 292}, {\"event_id\": \"0047c4dad35ae981b64e56844eaecc1c\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-15\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 15 November 2023, 5 Last Generation activists protested on the main road outside the courthouse in Munster (Nordrhein-Westfalen) to raise awareness about climate change and demand climate actions from politicians, by sitting on the intersection. Three of the protesters glued themselves onto the road. The police intervened by detaching the activists from the road and dissolving the protest.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.316051861284546, \"participants\": 234}, {\"event_id\": \"8ed4f97a639da36f0fd5a7b5c428826a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-08\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 8 November 2023, 16 members of Last Generation demonstrated from the Steintor, across the large intersection into Paracelsusstrasse and turned onto Volkmannstrasse in Halle (Saale) to call for climate protection. Protesters accused the government of inaction regarding climate.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.5004964764967441, \"participants\": 392}, {\"event_id\": \"16fda61ba43576e0969108040b109302\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 November 2023, Last Generation activists protested in Dortmund for climate reasons and blocked the road Konigswall by gluing themselves onto the lane. A passer-by dragged one of the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.59106284333558, \"participants\": 262}, {\"event_id\": \"359b49d24550813a19b2605ebf665102\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 October 2023, 3 members of Last Generation staged a protest by blocking traffic on three of the four lanes at the corner of Frankfurter Allee and Mollendorffstrasse in Berlin - Lichtenberg to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5611469091574868, \"participants\": 116}, {\"event_id\": \"f8c9da83c80f531873f2076700561c90\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 October 2023, 5 members of Last Generation demonstrated and blocked traffic on the Kaiserdamm in the direction of Ernst-Reuter-Platz (Westend district) in Berlin - Charlottenburg-Wilmersdorf to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.49995318558224033, \"participants\": 651}, {\"event_id\": \"00cb2e6d8bde33252bc04f43912d5b20\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-27\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 27 October 2023, members of Last Generation staged a protest by blocking traffic around the A100 highway near Dreieck Charlottenburg and in the area of Kurfurstendamm and Joachimsthaler Street in Berlin - Charlottenburg-Wilmersdorf to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.1986037523193641, \"participants\": 786}, {\"event_id\": \"7309b5e40f9df6b535dfdf93bb4a0a2f\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 October 2023, between 4 and 6 members of Last Generation blocked the road on Hohenzollerndamm, at the corner of Rudolstadter, in Berlin - Charlottenburg-Wilmersdorf to call for climate protection. Police forces intervened to clear the blockade.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.4149244158893166, \"participants\": 978}, {\"event_id\": \"94a6c243aff6572a98e9e8e5ff7eb358\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-24\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 24 October 2023, 50 to 60 Last Generation activists protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) and blocked Stadtautobahn A100 towards Wedding at the height of Goerdeler Steg for climate reasons. 27 activists glued themselves onto the road, 3 onto a rental car. Police prevented protesters from also blocking the left lane.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.7259144155923798, \"participants\": 952}, {\"event_id\": \"4369baefc30a8f61f03ac76d882f89f9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 October 2023, about 40 Last Generation activists protested in 7 locations in Berlin (Berlin) and glued themselves onto the road to show their dissatisfaction with Chancellor Olaf Scholz (SPD) and for climate reasons. Three of these protests occurred on Stadtautobahn A100. The police dispersed the protest and removed the blockades.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5235057942294203, \"participants\": 161}, {\"event_id\": \"f675d0bfed4a5deffafb26f4d95a2a35\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 October 2023, 11 Last Generation activists protested on Hauptstatter Strasse in Stuttgart (Baden-Wurttemberg) as a mourning march against the climate policies of the federal government and for the compliance with the climate protection law, and thereby blocked traffic. The police made the activists continue their protest march in only one lane to avoid major traffic obstructions. Later, around 13 o'clock, 5 Last Generation activists blocked the road in front of the main train station. The police intervened and carried the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -2.0710508234007228, \"participants\": 535}, {\"event_id\": \"9d38f36065025c0b6f5ae8ae37141c64\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-20\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 20 October 2023, around 20 Last Generation activists protested on the corner of Prenzlauer Allee and Danziger Strasse in Berlin - Pankow (Berlin) for climate reasons by blocking the road, gluing themselves onto the road and with banners demanding a climate revolution.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5922586019116617, \"participants\": 671}, {\"event_id\": \"151fbc7581b0d244fac5b82b38eaae85\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-19\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 19 October 2023, more than 12 Last Generation activists protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate reasons by blocking traffic on the city highway at the height of Charlottenburg Palace with three vehicles and sit-ins. The police dispersed the protest around mid-day. Earlier in the day, Last Generation activists also blocked the Wissel-Bridge in Berlin - Charlottenburg-Wilmersdorf.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.15750877960668871, \"participants\": 154}, {\"event_id\": \"868199d82b556ab280c5eae625864af1\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-19\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 19 October 2023, Last Generation activists shortly blocked the city highway towards Neukolln at the height of Alboinstrasse in Berlin - Tempelhof-Schoneberg (Berlin) for climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.9194487760843535, \"participants\": 781}, {\"event_id\": \"a9e83e07ccb2008cbc07b5acf5e1d9d3\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 October 2023, around 9 members of Last Generation staged a protest on Alexanderplatz in Berlin - Mitte to call for climate protection. They threw paint on the World Time Clock and 2 people climbed on the clock with a banner that read: 'We are running out of time' to implement climate protection measures.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.8218024432252833, \"participants\": 112}, {\"event_id\": \"00a3a984866c8c1a84ba7c59a0a9ae5a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 October 2023, Last Generation activists held a protest at Rosenthaler Platz in Berlin - Mitte to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.06095313171346934, \"participants\": 874}, {\"event_id\": \"e48b8125ca3d0b3a88b32c772220ae6f\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-10\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 10 October 2023, Last Generation activists protested at Kottbusser Tor in Berlin - Friedrichshain-Kreuzberg (Berlin) for climate reasons by blocking the road and gluing themselves onto it. Shortly after the start of the demonstration, the police ended the blockade. No further information about how the police intervened are available.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.6171542474847194, \"participants\": 366}, {\"event_id\": \"d860048cee00d694ae83269809d6b326\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 October 2023, Last Generation activists protested on Britzer Damm in Berlin - Neukolln (Berlin) by blocking the road for climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7236137121631072, \"participants\": 487}, {\"event_id\": \"b49b2447be9988bc9c5d2f6af3cf2f73\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 October 2023, Last Generation activists protested on Danziger Strasse in Berlin - Pankow (Berlin) by blocking the road for climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.35969888002908645, \"participants\": 293}, {\"event_id\": \"dc7ee9e634a6e0b4784aa39acb772633\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 October 2023, Last Generation activists protested on Tempelhofer Damm around Paradestrasse in Berlin - Tempelhof-Schoneberg (Berlin) by blocking the road for climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5224601991209298, \"participants\": 180}, {\"event_id\": \"3027a11ca676c187307ff9c91a2b5864\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-06\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 6 October 2023, several dozen Last Generation activists protested on Potsdamer Platz in Berlin - Mitte (Berlin) for climate reasons. They blocked parts of the intersection and 9 activists glued themselves onto the road. The police intervened, led, dragged, and carried away the activists and gradually dislodged the glued ones from the street.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.8921567063229169, \"participants\": 270}, {\"event_id\": \"3713309d02ba0667f5c9311fac76cd86\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 October 2023, Last Generation activists protested on Ku'damm and Bundesallee in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate concerns and to raise awareness for the connection between the climate and food crises by blocking the road with hay and straw bales. Some of the protesters glued themselves onto the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.298376511752405, \"participants\": 501}, {\"event_id\": \"d1c41899144be034a9cc801172ab154a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 October 2023, around 18 Last Generation activists protested in front of the Brandenburger Gate in Berlin - Mitte (Berlin) for climate concerns and to raise awareness for the connection between the climate and food crises by blocking the road with hay and straw bales. Some of the protesters glued themselves onto the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.24279220855783898, \"participants\": 644}, {\"event_id\": \"40551d1b7a14dd4add704375c486466c\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 October 2023, members of Last Generation staged a protest by blocking traffic and gluing themselves to the road in Berlin to call for climate protection. Passers-by spat on the activists and pelted them with eggs.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.16887872371823415, \"participants\": 645}, {\"event_id\": \"52861144ffbbc0d41595cad79c8b80a3\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-29\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 29 September 2023, members of Last Generation demonstrated and blocked traffic on Tempelhofer Damm and the main street in Berlin - Tempelhof-Schoneberg to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6875870251840326, \"participants\": 999}, {\"event_id\": \"a82bb378efe0193db6aa1072c857c376\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-29\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 29 September 2023, members of Last Generation demonstrated and blocked traffic on Schonhauser Allee, at the corner of Eberswalder Strasse in Berlin - Pankow to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.5807098808069513, \"participants\": 371}, {\"event_id\": \"7000831953f676b9cede4c0fb32bc052\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-28\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 28 September 2023, members of Last Generation demonstrated and blocked traffic at 3 different exits (Jakob-Kaiser-Platz, Spandauer Damm, Kurfurstendamm) in Berlin - Charlottenburg-Wilmersdorf to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.06595370581845625, \"participants\": 290}, {\"event_id\": \"23d3839c021696b57751cb1f30a6f7b2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin - Mitte (Berlin) for climate protection reasons by blocking the intersections of Muhlendamm and Breite Strasse as well as Strasse des 17. Juni and Bachstrasse. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.2102262427618382, \"participants\": 633}, {\"event_id\": \"07bd589a867bbba48be2c1ded3f11837\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin - Friedrichshain-Kreuzberg (Berlin) for climate protection reasons by blocking the intersection of Warschauer Strasse and Revaler Strasse. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.16342519487766016, \"participants\": 104}, {\"event_id\": \"f424c3eb75115a15a58c6ac3c6eb9cbf\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin - Pankow (Berlin) for climate protection reasons by blocking the intersection of Prenzlauer Allee and Raumer Strasse. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.7774511511353224, \"participants\": 944}, {\"event_id\": \"81f2a6d4c0919dd6843babbc4d74e834\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin (Berlin) for climate protection reasons. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.047228433153743546, \"participants\": 640}, {\"event_id\": \"2e3e0792ac000d6e5df0661252c8b49a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate protection reasons by blocking Kantstrasse inwards at Windscheidstrasse and Konstanzer Strasse at the junction to the A100 as well as Reichsstrasse between Meiningenallee and Koburgallee in both directions. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.2076521404244934, \"participants\": 623}, {\"event_id\": \"d0132078b412cc33938530c992262ffa\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin - Lichtenberg (Berlin) for climate protection by blocking the road Alt-Friedrichsfelde. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.6659955120066112, \"participants\": 634}, {\"event_id\": \"c5dd1c9cc9617c63ada9952d9e7b1003\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin - Neukolln (Berlin) for climate protection by blocking the road Britzer Damm. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.8111235656164387, \"participants\": 482}, {\"event_id\": \"6e8e57f06b77b745d5a1a9bc72c76060\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin (Berlin) for climate protection. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.8513134857937338, \"participants\": 923}, {\"event_id\": \"3d6d210bfd53581aeb32112028ed5d6e\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate protection by blocking one lane of Heckerdamm and one lane of Messedamm. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.1801371747764067, \"participants\": 689}, {\"event_id\": \"295767f0cbbf4d121fa2855a4b5f597b\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin - Treptow-Kopenick (Berlin) for climate protection by blocking the intersection Puschkinalle/Elsenstrasse. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.044908526161906, \"participants\": 839}, {\"event_id\": \"65ad5a51c3db082e56b492fefd597d7c\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 September 2023, around 130 people, including Last Generation activists, protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate reasons and blocked the intersection Potsdamer Strasse/Kurfurstendamm with a sit-in. The police intervened, carried the protesters off the street and determined the identities of a good 100 people.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.2865281465894542, \"participants\": 345}, {\"event_id\": \"eeb1d79ae1516a3701e587cd16674add\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, a man sprayed tear gas at the face of several Last Generation members who gathered and blocked traffic at Prenzlauer Promenade (A114), corner of Pasewalker Street, Prenzlauer Street, Granitz Street, Prenzlauer Allee, and Frobel Street in Berlin - Pankow to call for climate protection. He also tried to kick them. Another man poured a Coca-Cola drink on a demonstrator. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.5228481767718836, \"participants\": 501}, {\"event_id\": \"b95a0b859cd0d34dc804120e015a5e45\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, members of Last Generation and their supporters gathered in front of the city's District Court in Oldenburg to call for more efforts in climate protection and against the criminalization of the movement. Protesters called on the judges to recognize civil disobedience as means of protest and not to prosecute them.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.46476931275226996, \"participants\": 411}, {\"event_id\": \"010ca0df7b23c7eb9e7984b1300b4423\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Ernst Reuter Square and Spandauer Damm/Sophie-Charlotten-Street in Berlin - Charlottenburg-Wilmersdorf to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.20697780208783817, \"participants\": 925}, {\"event_id\": \"a9a05bb8d379e40eb2dce5b0ac79c6f4\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Hallesches Ufer/Mehringdamm and Kotti/Adalbertstrasse, in Berlin - Friedrichshain-Kreuzberg to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.01820758905225453, \"participants\": 924}, {\"event_id\": \"717807dc5419e31bfe8895094b01fdce\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Landsberger Alle/Conrad-Blenkle-Strasse in Berlin - Marzahn-Hellersdorf to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5186315945758697, \"participants\": 368}, {\"event_id\": \"565c5aa14b260008055c16b08bc6d850\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Grosser Stern/Hofjagerallee in Berlin - Mitte to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.9211871988470323, \"participants\": 408}, {\"event_id\": \"5ddddcaeebf1da71c36d349b49c8b969\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic in the Grenzallee area in Berlin - Neukolln to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.9977870495862466, \"participants\": 854}, {\"event_id\": \"980f4c75f06e56f762636ff370ee6358\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Kurt-Schumacher-Platz/Kapweg in Berlin - Reinickendorf to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.3397867518987402, \"participants\": 651}, {\"event_id\": \"acd44fe5d099aaa7112e47392f89cbc7\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic in Berlin - Spandau to call for climate protection. A driver tried physically to remove a protester from the street but they were stopped by police officers from doing so. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6722356410624715, \"participants\": 219}, {\"event_id\": \"4b13e7d2257d4cb3983c7263726fddb5\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Saarstrasse (A103) towards Schoneberg and S Tempelhof, at the A100 highway heading out of town, in Berlin - Tempelhof-Schoneberg to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.4926898255585832, \"participants\": 206}, {\"event_id\": \"2b73639fcb69a787df71d3a1cfe2f7d0\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Kopenicker Landstrasse/Eichbushallee in Berlin - Treptow-Kopenick to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.7912297889756031, \"participants\": 666}, {\"event_id\": \"4a53b6d315897fe4dcc83a794310ae7c\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-15\", \"organizers\": [\"Fridays for Future\", \"Last Generation (Germany)\"], \"description\": \"On 15 September 2023, around 130 people, including members of Last Generation, demonstrated from the Platz der Republik to the Sonnenhausplatz and on to the Alter Markt in Monchengladbach for climate protection. An unknown person threw two raw eggs in the direction of the group on Sonnenhausplatz (no one was injured). The event was part of a 13th Global Climate Strike called by the FFF to demand the implementation of promised funds ('climate money') to tackle rising carbon and energy prices on citizens, more laws to reduce climate-damaging emissions by 65% by 2030, a quick exit from fossil fuels (coal, oil, gas), and a mobility shift.\", \"organizer\": \"Fridays for Future\", \"y\": -0.010125450778872315, \"participants\": 211}, {\"event_id\": \"463d4d004e27f6a59c4875f97c676b3d\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-15\", \"organizers\": [\"Fridays for Future\", \"Health Workers (Germany)\", \"Last Generation (Germany)\", \"Women (Germany)\"], \"description\": \"On 15 September 2023, around 250 people, including members of Last Generation, Scientists for Future, Health for Future, and Grannies for Future, gathered at Hildegardplatz and demonstrated in Kempten (Allgau) for climate protection. The event was part of a 13th Global Climate Strike called by the FFF to demand the implementation of promised funds ('climate money') to tackle rising carbon and energy prices on citizens, more laws to reduce climate-damaging emissions by 65% by 2030, a quick exit from fossil fuels (coal, oil, gas), and a mobility shift.\", \"organizer\": \"Fridays for Future\", \"y\": -1.394937623967951, \"participants\": 409}, {\"event_id\": \"f5e4952b99a9e427b3bf21bb170828de\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-13\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 13 September 2023, throughout the day, around 200 people, including Last Generation members, slowed down traffic and demonstrated in the Moabit district, at Europaplatz, and the main train station in Berlin - Mitte to call for climate justice as well as the end of fossil fuel industry. Police officers intervened physically to remove the activists who sat on the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.12735566891248407, \"participants\": 381}, {\"event_id\": \"eedd24bfabf82a96f6e6efc22a7e4647\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-07\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 7 September 2023, 17 people, including Last Generation activists, protested in Ulm (Baden-Wurttemberg) against the preventive custody of climate activists in Bayern and against the climate policies of the federal government.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 2.506648488348238, \"participants\": 318}, {\"event_id\": \"54ac2e178c486cb68cac3578501e3ae0\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-06\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 6 September 2023, Last Generation activists protested with a sit-in in front of the train station in Stuttgart (Baden-Wurttemberg) to show solidarity with fellow activists in Munich, especially those taken into preventive custody until the end of the International Mobility Show Germany (IAA Mobility) taking place in the city. Moreover, 12 Last Generation activists protested on Arnulf-Klett-Platz with a slow protest march, against the climate policies of the government and the imprisonment of other activists. The police intervened in both cases, carrying the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5735923407403603, \"participants\": 943}, {\"event_id\": \"ac443906832acadf093c2aa127b6e277\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-06\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 6 September 2023, about 30 Last Generation activists as well as family and friends of imprisoned activists protested in front of the Stadelheim Prison in Munchen (Bayern) against preventative detention of 29 climate activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7454679714922258, \"participants\": 110}, {\"event_id\": \"b6a4d285ed59c0ded969fb7ec26053f8\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 September 2023, during the morning and the afternoon, 27 members of Last Generation gathered at Marienplatz to march to Karlsplatz, which they blocked during the afternoon, in Munchen to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.22637781985721758, \"participants\": 932}, {\"event_id\": \"c3741ffa15bf81af9dcf32473e25be9b\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-04\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 4 September 2023, members of Last Generation demonstrated and blocked an intersection near the end of the highway 94 in Munchen for climate protection. An angry driver slapped one activist in the face.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.2416549255358801, \"participants\": 584}, {\"event_id\": \"0838f1529a873c1b5eaa7a8604132ee2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-04\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 4 September 2023, 4 members of Last Generation blocked traffic on Invalidenstrasse at Europaplatz in front of Berlin Central Station in Berlin - Mitte to denounce the criminalization of the movement, show support to 27 people in Bavaria who have been in preventive detention, and call for more climate protection. Emergency services (including police officers) intervened to remove the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6727686382692062, \"participants\": 986}, {\"event_id\": \"b9bbc92ba5f87e84ab364d20f02e86bc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-04\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 4 September 2023, a group of members of Last Generation demonstrated and blocked traffic at the exit of the B100 road in Halle (Saale) to call for climate protection. Police officers intervened to remove several activists who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.5733938255012276, \"participants\": 134}, {\"event_id\": \"d23ad380d779af0f0a69c23ce7d75ae6\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-03\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 3 September 2023, members of Last Generation slowed down traffic by marching from Wittenbergplatz in Berlin - Tempelhof-Schoneberg towards Adenauerplatz in Berlin - Charlottenburg-Wilmersdorf to protest against the preventive detention in Bavaria of 27 climate activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5825349990818408, \"participants\": 343}, {\"event_id\": \"d1bbd127e88592fce4f31edf12d04a28\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-03\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 3 September 2023, members of Last Generation demonstrated on Landwehrplatz in Saarbrucken in solidarity with a condemned climate activist. They called on the government to do more for climate protection. Protesters demanded a social council to plan the phase-out of the use of fossil fuels in Germany by 2030, a speed limit of 100 km/h on highways, and a 9-euro ticket for all to access public transport.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9624670674207174, \"participants\": 769}, {\"event_id\": \"c4b5cccbf59f4a43b8418dd41bd65293\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 September 2023, throughout the afternoon, 11 members of Last Generation gathered on the Konrad Adenauer Bridge between Mannheim and Ludwigshafen in Mannheim for climate protection. 5 people stuck to the road in the direction of Mannheim, and 4 activists on the other side of the road, and another action took place in the feeding lane between squares Q6 and Q7.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7166542061793525, \"participants\": 452}, {\"event_id\": \"69375e4974b44801f72122af1ce2d886\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 September 2023, 3 members of Last Generation glued themselves to the road, blocked the B37 highway west of the Theodor Heuss Bridge and protested in Heidelberg to call for more actions to achieve the 2023 climate protection plan. Demonstrators were arrested.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.06273496220322351, \"participants\": 167}, {\"event_id\": \"4ac4c51a053294c6d66c5b8f5b39d4ca\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-02\", \"organizers\": [\"Scientist Rebellion\", \"Last Generation (Germany)\"], \"description\": \"On 2 September 2023, around a dozen members of Last Generation and Science Rebellion (XR) blocked traffic on Adenauerallee (B9) at the same time near the Koenig Museum in Bonn to call for climate protection. Police officers intervened to remove the glue from those who stuck themselves to the road.\", \"organizer\": \"Scientist Rebellion\", \"y\": -0.8981159812537466, \"participants\": 901}, {\"event_id\": \"4b1d55f0b634f825bf28aa2d84f8de16\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-01\", \"organizers\": [\"Last Generation (Germany)\", \"Robin Wood\"], \"description\": \"On 1 September 2023, throughout the day, at least 5 climate activists, members of Last Generation and Robin Wood, carried out several actions and blocked traffic at the intersection of Sonnenstrasse and Priemlayerstrasse, Donnersberger Street, and Arnulfstrasse in Neuhausen, in Munchen (Bayern). Other blockades happened simultaneously at Furstenrieder Street, Ammerseestrasse, and Feldherrnhalle. They called for climate protection. A Robin Wood activist put a banner on Odeonsplatz against the International Motor Show (IAA) to denounce car companies' greenwashing. 10 activists were arrested by the police.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.7696690199044041, \"participants\": 199}, {\"event_id\": \"7f22c17028a8b46893a1de973b4cecc0\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-31\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 31 August 2023, during the morning, members of Last Generation blocked traffic on the Petuelring (westbound direction)/corner of Schleissheimer Street in Munchen (Bayern) to call for more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.898919641929072, \"participants\": 670}, {\"event_id\": \"7ad2d23d2847d102c64bd41d6efe43af\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-31\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 31 August 2023, 5 members of Last Generation blocked traffic by gluing themselves to August-Bebel Street and demonstrated in Rostock (Mecklenburg-Vorpommern) to call on the federal government to do more for climate protection. Protesters demanded the reintroduction of the 9-euro ticket for public transport, a speed limit of 100 km/h on highways, and a social council. They were physically removed by police officers.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.0767944965290493, \"participants\": 462}, {\"event_id\": \"a074b1b35963873739a5534e0067e472\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, almost 30 members of Last Generation demonstrated and marched slowly from the main train station, via Juri-Gagarin-Ring, Valley Knot, Andreasstrasse to Domplatz, in Erfurt (Thuringen) to call on the government to establish a social council and climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6477006447386423, \"participants\": 613}, {\"event_id\": \"64214cf83bdec4c029e3b60b1259f115\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, almost 20 members of Last Generation demonstrated, marching from the Petrikirche to Doberaner Platz, in Rostock (Mecklenburg-Vorpommern) to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.3580819108060719, \"participants\": 371}, {\"event_id\": \"b3dd16ce2549571b439fbfdec56572e5\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, at the call of Last Generation, around 30 members gathered at Schwetzinger Terrasse in Heidelberg (Baden-Wurttemberg) and demonstrated on Speyerer Street to call on the government to do more for climate protection. Several activists were arrested by the police.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6381416030955626, \"participants\": 369}, {\"event_id\": \"b4368056a36a4cded9323aab74830f43\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, over 80 people, mostly members of Last Generation, demonstrated and slowed traffic down from the Isartor to the Bavarian State Parliament in Munchen (Bayern) to call for climate protection. 11 sat down on the street and were carried away by police officers. Around 10 people threw paintballs at the building of the Bavarian State Parliament.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.16650477364578706, \"participants\": 928}, {\"event_id\": \"8cdbe7d296b2690b947d8a3603f1f6cf\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, members of Last Generation demonstrated at Weender Tor in Gottingen (Niedersachsen) for climate protection. Passers-by tore the activists' banners and one female passer-by punched one of the demonstrators in the face. No injuries were reported.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.25681807705578, \"participants\": 970}, {\"event_id\": \"564b2b216aa98f20b5b37be37616f5a9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-29\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 29 August 2023, climate activists participated in road blockages organized by Last Generation on multiple streets in Munchen (Bayern), including at the intersections of Leopoldstrasse and Karl-Weinmair Strasse, of Schenkendorfstrasse and Leopoldstrasse as well as of Einsteinstrasse and Leuchtenbergring. Police forces intervened and removed the activists from the street.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.17047288233777425, \"participants\": 689}, {\"event_id\": \"13d4fb9853acfcd4c3562af0ebfefbca\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-28\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 28 August 2023, 6 Last Generation activists blocked the Vogelsangbrucke towards the inner city in Esslingen am Neckar (Esslingen, Baden-Wurttemberg) to draw attention to climate policy deficits. Four of them glued themselves onto the intersection Vogelsangbrucke and Maillestrasse and two others glued their hands together. The police intervened and removed the protesters from the street.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.11059413089437081, \"participants\": 629}, {\"event_id\": \"0eb285ccf22612b93324662cff41e6c9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-28\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 28 August 2023, Last Generation activists protested at different street intersections across Munchen (Bayern), with 5 blocking Arnulfstrasse/Donnersbergerbrucke, 10 blocking Innsbrucker Ring/Rosenheimer Street, others blocking Berg am Laim Street/Leuchtenbergring, 2 blocking Schenkendorf Street/Petuelring, and others blocking Luise-Kiesselbachplatz, to demand more climate protection. Police intervened and removed the activists from the street. One car driver pushed two activists at walking speed with his car at the Innsbrucker Ring/Rosenheimer Street intersection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5070515359660106, \"participants\": 298}, {\"event_id\": \"04addad5441ddc45798a64f9a60157da\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-28\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 28 August 2023, Last Generation activists protested in Gottingen (Niedersachsen), blocking the Weender Tor intersection, to demand more climate action. Some of them glued themselves onto the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.305165159510615, \"participants\": 790}, {\"event_id\": \"39170af342134b87a5e1bd185de9d073\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-27\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 27 August 2023, Last Generation activists protested during an e-sports tournament at the Gamescom in Koln (Nordrhein-Westfalen) to call for more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.3616032204750428, \"participants\": 966}, {\"event_id\": \"7f7f4348d8525337b58d6d9e282b3450\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-27\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 27 August 2023, Last Generation activists protested in Werder (Havel) (Potsdam-Mittelmark, Brandenburg) by blocking the entrance to the harbor, where the fair 'Boot & Fun Inwater' was taking place, with six paddle boats to increase pressure on the federal government to take stronger action against the climate crisis.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.3058953535517108, \"participants\": 575}, {\"event_id\": \"bc3f96c1369b66de7d399d73bafc9e4f\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 August 2023, Last Generation activists blocked roads at several spots around Munchen, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.15505864940464395, \"participants\": 944}, {\"event_id\": \"3da34b4ff8d01588fc796020e76f3ebc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-24\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 24 August 2023, several dozen Last Generation activists blocked roads at several spots around Munchen, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.08515719968561085, \"participants\": 151}, {\"event_id\": \"0ac19174f65fb9041ce4e6a948f3bb17\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 August 2023, 21 Last Generation activists gathered for a march in Dresden, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.29936638694688283, \"participants\": 820}, {\"event_id\": \"1eeb8f04616f04caa7779c1b0a0321ea\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 August 2023, Last Generation activists gathered for a picket protest in Prien am Chiemsee, demanding immediate climate action. To strengthen their protest, they poured a black liquid to local famous fountains.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5549063063129204, \"participants\": 538}, {\"event_id\": \"2396eeb7dddda37dace5f228fcde4cde\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 August 2023, about 40 Last Generation activists blocked roads at several spots across Leipzig, demanding immediate climate action. Law enforcers removed some of them.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.19162739710052545, \"participants\": 442}, {\"event_id\": \"728cf3e326b48cd8ae76759838d1aaee\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-22\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 22 August 2023, around 40 climate activists of the Last Generation protested in Regensburg (Bayern) by blocking three access roads to the BMW factory to denounce the continued burning of fossil fuels in the transport sector. Police forces intervened and removed the protesters from the streets.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6079397272499867, \"participants\": 819}, {\"event_id\": \"c6c0ad1f01d62cc249dbf4698f7fd6b8\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 August 2023, 17 climate activists of the Last Generation protested Leipzig (Sachsen) by blocking the Augustusplatz with sit-ins on the surrounding streets. 9 of the protesters glued themselves onto the street.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.0888319018521528, \"participants\": 668}, {\"event_id\": \"9b5a202409b367fb4cd0c692dc223014\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 August 2023, 55 climate activists of the Last Generation protested in Regensburg (Bayern) by blocking roads. Multiple passerby drivers lend a hand and tired to pull the protesters aside. The police intervened, resolved the protest and took 12 of the protesters into custody.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.056053014422191, \"participants\": 890}, {\"event_id\": \"8e8ca11292c8eeb8c70b5b4b4c551719\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 August 2023, 6 climate activists of the Last Generation protested in Worms (Rheinland-Pfalz) by gluing themselves onto a road close to the market square. After the end of the allocated time slot, police intervened, dispersed the protest and removed the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5266643310158668, \"participants\": 493}, {\"event_id\": \"27c863b8276d91f364d8a44b5631f363\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 August 2023, climate activists of the Last Generation protested in Stuttgart (Baden-Wurttemberg) by blocking multiple central streets, including the B27 and Charlottenstrasse, with sit-ins. Four climate activists glued themselves onto the B27 and had to be removed by had to be removed by the fire department and police.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6667304612091476, \"participants\": 261}, {\"event_id\": \"ff354c3bc849b05140bafe5533828d1e\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-17\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 17 August 2023, during the morning, several members of Last Generation demonstrated and blocked two streets in Furth (Bayern) to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.25352857310482085, \"participants\": 206}, {\"event_id\": \"87f0ceb0642a37ecb82e0f9d1b04d9ca\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-17\", \"organizers\": [\"Last Generation (Germany)\", \"MLPD: Marxist-Leninist Party of Germany\"], \"description\": \"Around 17 August 2023 (as reported), at the call of Last Generation, people, including members of MLPD, demonstrated in Krefeld (Nordrhein-Westfalen) to denounce the government's responsibility concerning the climate deregulation. They also criticized the criminalization of the climate movement.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7185346684499647, \"participants\": 993}, {\"event_id\": \"a09f82e6772a0c2107847e1842d6de33\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-17\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 17 August 2023, ALG activists demonstrated around the exit of the Frankenschnellweg in Nurnberg (Bayern) to call for climate protection. They glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6231894084515666, \"participants\": 284}, {\"event_id\": \"0859cd9768a67d1c72fef35af42cfea0\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 August 2023, during the evening, around 70 members of Last Generation protested from Potsdamer Platz, then Aslandische Platz, and Mehringdamm in Berlin - Mitte to Berlin - Friedrichshain-Kreuzberg (Berlin) to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.4064313757175469, \"participants\": 892}, {\"event_id\": \"74c02bc7c07ee8fcabca67b3f6e290df\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 August 2023, a small group of Last Generation activists demonstrated and slowed down traffic from Hallmarkt to Glauchaer Platz in Halle (Saale) (Sachsen-Anhalt) to call for more climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.3163596320266843, \"participants\": 198}, {\"event_id\": \"5b053fe54ad6f735f71c328d038146cd\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 August 2023, members of Last Generation blocked traffic in the direction of Berliner Street to the train station in Gottingen (Niedersachsen) to call on the government to do more for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -2.0462517782065257, \"participants\": 918}, {\"event_id\": \"db232b687dda6c86c61b4afc31bb5f16\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-15\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 15 August 2023, up to 80 people participated in a protest organized by Last Generation in Wurzburg (Bayern), with around 20 participants blocking the B19 at several points to demand a shift in the government's transport policy and more climate measures. The police ended the unannounced protest and took 43 protesters into temporary custody.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.463978360291754, \"participants\": 130}, {\"event_id\": \"adad1fb36a02b557245f250598a78811\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 August 2023, about 20 climate activists participated in a protest organized by Last generation in Esslingen am Neckar (Baden-Wurttemberg) to draw attention to the disregard of the climate protection law and the softening of the Esslinger climate neutrality decision.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.7831870208834126, \"participants\": 683}, {\"event_id\": \"7119dda5c2c78a127465fe6c31bc72ab\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 August 2023, around 120 people participated in a protest march organized by Last Generation in Wurzburg (Bayern) to demand more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.3103637508173758, \"participants\": 168}, {\"event_id\": \"4475336bc09aa3f5db0928ab10df762d\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-12\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 12 August 2023, 20 Last Generation activists protested at Kottbusser Tor in Berlin - Friedrichshain-Kreuzberg (Berlin), 17 of which glued themselves onto the road, blocking Skalitzer Strasse at the intersection Adalbertstrasse and Skalitzer Strasse at the intersection Reichenberger Strasse, to raise awareness about the consequences of climate change and demand measures from politicians. The police intervened, removed the activists from the street, took their personal details and made reports.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.249323650726757, \"participants\": 787}, {\"event_id\": \"a0fa538e7d563b7036aead73e24ad7b7\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-12\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 12 August 2023, 21 Last Generation activists protested in Bielefeld (Nordrhein-Westfalen), 11 of them glued themselves onto the roads Herforder Strasse, Kreuzstrasse and the intersection Herforder Strasse, Beckhausstrasse and Walther-Rathenau-Strasse, to raise awareness about climate change. Police intervened, removed the activists from the road, and took 10 people into custody.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.09315963188187176, \"participants\": 184}, {\"event_id\": \"cc7cfed66d84122b0d7d2e0bf8b22c07\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-11\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 11 August 2023, 4 Last Generation activists protested on Landingstrasse in Aschaffenburg (Bayern) for more climate protection. Two of them glued themselves onto the road and blocked traffic. Police intervened and removed the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.3558835064998072, \"participants\": 650}, {\"event_id\": \"5db233409ff2880877ce93ac2e28d279\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-10\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 10 August 2023, 10 Last Generation activists protested around the main train station in Essen (Nordrhein-Westfalen) by blocking the surrounding roads with sit-ins and by gluing themselves onto it to protest for more climate protection. The police intervened to protect the activists from angry passer-bys and removed the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.2074168025895367, \"participants\": 782}, {\"event_id\": \"bb45429cb8fcf199a2700ed790f62109\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 August 2023, 70 members of Last Generation held a protest march starting at Potsdamer Platz and going towards Blucherplatz in Berlin - Friedrichshain-Kreuzberg (Berlin) for more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.12650069535151567, \"participants\": 711}, {\"event_id\": \"3e3da4f6c68be5ccd8926f1e785dde02\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 August 2023, about 35 Last Generation activists started a protest at the harbor in Hamburg - Hamburg-Mitte (Hamburg), aiming to block the road to the Landungs-bridges to raise awareness about climate change. Police was dispatched to the spot and convinced the protesters to stop as the protest was not registered.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6274580793372146, \"participants\": 773}, {\"event_id\": \"5fa30bf9764419bce4b86d0e070fa6d7\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-08\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"Around 8 August 2023 (as reported), 3 members of Last Generation staged a protest and used jackhammers in an attempt to damage the street in front of the Federal Ministry of Transport in Berlin - Mitte (Berlin) to call for climate protection. The activists decided not to plug their jackhammers after the arrival of the police.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.0508657374800105, \"participants\": 981}, {\"event_id\": \"0650b0adddb99a81e0ea1ed2f6b74b97\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 August 2023, during the afternoon, 7 members of Last Generation, including an IT employee and an engineer, slowed down traffic on Wolfenbutteler Street and demonstrated in Braunschweig to call for climate protection. They gathered on the occasion of Earth Overshoot Day.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.8202450134322143, \"participants\": 420}, {\"event_id\": \"91b29abe5ba18c8e6759e2296f84d039\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-22\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 22 July 2023, at the call of Last Generation, people demonstrated in Saarbrucken against the current climate policy of the federal government.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.6258873405774357, \"participants\": 764}, {\"event_id\": \"b7eddbf0b73ea5ead14b185284c77300\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-21\", \"organizers\": [\"Last Generation (Germany)\", \"Greenpeace\", \"Attac\", \"GJ: Green Youth (Germany)\", \"Fridays for Future\"], \"description\": \"On 21 July 2023, around 130 people, including members of ALG, Greenpeace, GJ, FFF, and Attac, marched through Braunschweig in favor of freedom of assembly and to denounce the situation of activists who face a fine of up to 3,000 euros. Protesters gathered to demonstrate their determination to continue calling for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.22387821096665372, \"participants\": 800}, {\"event_id\": \"773802a91adfed9a8385aff48efca3f2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-19\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 19 July 2023, around 20 members of ALG, including a student and artist, demonstrated at the corner of Dortustrasse and Yorckstrasse, along the city canal, to the main train station in Potsdam. They denounced the lack of action of the German government to tackle climate change.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.2469993403114745, \"participants\": 702}, {\"event_id\": \"5966d7c3914166f9b016827b5fd79f85\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 July 2023, around 300 people protested against the German princess Gloria von Thurn in Regensburg at the premiere of the Castle Festival. At the same time, Last Generation activists protested against climate change, with one of their supporters gluing himself to the stage. Von Thurn recently made racist comments which sparked the protests.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7442689653371407, \"participants\": 478}, {\"event_id\": \"8cf783b011f03a9b54f5cec4e60c6dfe\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, ALG activists gathered for a walking protest in Stuttgart, demanding immediate climate action. Law enforcers ordered them to disperse, which they did peacefully.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5923986866375346, \"participants\": 301}, {\"event_id\": \"b6717ec6cd5c909404226e473c6fc0ba\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 6 Last Generation activists glued themselves to a road in Aachen, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.284363825139456, \"participants\": 602}, {\"event_id\": \"2a22c71092a7ed57e5d2cec37b51a28a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, Last Generation activists glued themselves to roads at several locations across Halle (Saale), demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.17833566150139785, \"participants\": 930}, {\"event_id\": \"385631663893729e7e17cc406b918846\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, Last Generation activists glued themselves to a road in Freiburg (Elbe), demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.30551320918968067, \"participants\": 582}, {\"event_id\": \"0f9d68dffe8c2608e328fd83b9bc38e6\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, Last Generation activists glued themselves to a road in Munchen, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.0261961826581516, \"participants\": 864}, {\"event_id\": \"cd299367fe9f7390910b6b6cf2aa3a35\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, Last Generation activists glued themselves to a road in Ulm, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.9962407242868399, \"participants\": 456}, {\"event_id\": \"167b5e18768bb0a759ca0f7bb787de51\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, ALG activists glued themselves to a road in Potsdam, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.818820695133854, \"participants\": 913}, {\"event_id\": \"a76a805df8b7c0bff99e798ad7b70ae9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, over a dozen ALG activists glued themselves to a road in Berlin - Mitte, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.6241975245058313, \"participants\": 780}, {\"event_id\": \"3972b98f4bb4a4a68f1087d38bd3c5cc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, ALG activists glued themselves to a road in Leipzig, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.16003320327585255, \"participants\": 431}, {\"event_id\": \"61dd120e3ac8f6ef7a79dca600bd8422\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, ALG activists glued themselves to a road in Dresden, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -2.7105909120350997, \"participants\": 161}, {\"event_id\": \"a4db267b3d9c5361c18489c287266d7b\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists glued themselves to a road in Braunschweig, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.4941273999979173, \"participants\": 166}, {\"event_id\": \"1ed2224153c3047bc6a80bf39497b0d2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists glued themselves to a road in Koblenz, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6676109846957385, \"participants\": 625}, {\"event_id\": \"1dd6adac424e0503b78a8a8c7cd35b0e\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists glued themselves to a road in Bottrop, demanding immediate climate action. Some bypassing people and angry drivers attacked them; one activist suffered an injury.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.17531842070548928, \"participants\": 479}, {\"event_id\": \"bac1d57b0773e69c1d3772470d44aabe\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 14 ALG activists glued themselves to a road in Gottingen, demanding immediate climate action. Law enforcers removed them from the spot.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6902524559625245, \"participants\": 449}, {\"event_id\": \"5813fb611441abe96564a412cbe21940\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 7 ALG activists glued themselves to a road in Bremen, demanding immediate climate action. They were later removed from the spot by police forces.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9498225561271438, \"participants\": 423}, {\"event_id\": \"ffb26fa1b0a0364eac217721c5563a3e\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists glued themselves to a road in Oldenburg, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.1765209297281902, \"participants\": 325}, {\"event_id\": \"700bc4efbe8fb3d892ad3c9da7db11fc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 14 ALG activists glued themselves to roads at three locations across Nurnberg, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.2781737676303235, \"participants\": 592}, {\"event_id\": \"babafeb7143b6d1a1105e1725511df87\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 3 ALG activists glued themselves to a road in Duisburg, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9467020683110248, \"participants\": 137}, {\"event_id\": \"2d48dd1eccbd9dae984d4b6a387ad489\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 3 ALG activists glued themselves to a road in Monchengladbach, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.31943475462892135, \"participants\": 740}, {\"event_id\": \"e4d1432f87b6531bf33a4ef264e4dc68\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 6 ALG activists glued themselves to a road in Hamburg - Eimsbuttel, demanding immediate climate action. Law enforcers removed them from the spot.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.10419383052659885, \"participants\": 655}, {\"event_id\": \"9b88ccb5d8c2e2f90df1a075b635b2b7\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, climate activist belonging to Last Generation organized a roadblock in Bochum (Nordrhein-Westfalen). They demanded more climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.8270740140339224, \"participants\": 332}, {\"event_id\": \"3ca7cf0de712fdf076b8a8d705ed2256\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists blocked a bridge in Giessen, demanding immediate climate action. Law enforcers removed and detained some of them.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.4282934376088623, \"participants\": 845}, {\"event_id\": \"916709a4c01829648b6f4d374c741040\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-13\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 13 July 2023, 9 ALG activists glued themselves to a runway at Hamburg Airport in Hamburg - Hamburg-Nord, demanding immediate climate change - and causing significant delays. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.3071383093729219, \"participants\": 662}, {\"event_id\": \"7e60318d0be04280221d340166f04797\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-13\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 13 July 2023, 10 ALG activists glued themselves to a runway at the airport in Dusseldorf, demanding immediate climate change - and causing significant delays. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.0911411194165772, \"participants\": 478}, {\"event_id\": \"81c2806b903742544b019e803da30711\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-12\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 12 July 2023, several members of ALG blocked traffic in Stralsund to call for climate protection and against the LNG terminal. One motorist tried to pull the activists off the road, choked them, and drove off pushing with his truck one activist who threatened to get under the truck. Then the driver got out again, pulled the young man to the side and drove past the demonstrators at high speed.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6591966932143294, \"participants\": 888}, {\"event_id\": \"3f08766557729ebece1c1c795824b3ea\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-11\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 11 July 2023, 12 members of ALG blocked traffic on the Europastrasse and the intersection to Gartenstrasse in Konstanz to call for climate protection. Police officers intervened physically to remove the protesters glued to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9563174245843367, \"participants\": 710}, {\"event_id\": \"b1fd23f378e9de1557be7b96dea15812\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-11\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 11 July 2023, 6 members of ALG demonstrated and blocked traffic at Paracelsusstrasse in Halle (Saale) to call for climate protection. A driver broke through the blockade and rammed an activist, who fell to the ground and was slightly injured.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -2.0462262763514447, \"participants\": 824}, {\"event_id\": \"0edfaf3e4e696ddca8dcda34ea2a4bc2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-10\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 10 July 2023, around 30 members of ALG demonstrated and blocked traffic at the Kronshagener junction, and at the height of Holstein Stadium (on the Westring) in Kiel to call for climate protection, more democracy, and the establishment of a social council. Police officers intervened physically to remove the demonstrators glued to the road. 12 people were arrested.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6711104012952168, \"participants\": 853}, {\"event_id\": \"3ce848e8ca58983c5692c48d05704200\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-06\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 6 July 2023, 13 members of ALG demonstrated and slowed down traffic from Adelbylund Street to Hafermarkt in Flensburg to call for climate protection. They gathered on the occasion of an appeal of a member against a penalty order.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.4780097417220834, \"participants\": 903}, {\"event_id\": \"94a0ac2cf631c2932bc4a25b633b31f9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-06\", \"organizers\": [\"Last Generation (Germany)\", \"Health Workers (Germany)\"], \"description\": \"On 6 July 2023, members of ALG, including health workers, demonstrated and blocked traffic at the Pferdemarkt in Oldenburg to denounce the failure of the federal government in the climate emergency. They called for a social council, climate protection, and an end to the use of fossil fuels. Demonstrators glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5464916421755491, \"participants\": 802}, {\"event_id\": \"6a4e909784d3bd7fe03d1410ee3abeb4\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-05\", \"organizers\": [\"BUND\", \"Last Generation (Germany)\"], \"description\": \"On 5 July 2023, around 30 people, including ALG and BUND members, demonstrated across the Theodor Heuss Bridge and towards Bismarckplatz in Heidelberg to denounce that the federal government is not keeping its promises on climate protection.\", \"organizer\": \"BUND\", \"y\": -0.571247905240774, \"participants\": 267}, {\"event_id\": \"b4a107cf44eddd2947484da2a707176f\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 July 2023, around 20 members of ALG demonstrated at the Alter Markt shop in Potsdam for more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.451123783943841, \"participants\": 868}, {\"event_id\": \"43a67591246ef85d8de09d0188e48d64\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 July 2023, 21 members of ALG demonstrated from Hildegardsplatz to the Forum Allgau in Kempten (Allgau) to call for climate protection. They denounced the lack of policies from the government to achieve it and the criminalization of the climate movement.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9011225650826269, \"participants\": 343}, {\"event_id\": \"30e5594db9a755f6ce5409729088d01d\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-03\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 3 July 2023, Last Generation activists blocked a road in Berlin - Mitte by gluing themselves to a road, demanding immediate climate action. Police detained six of them - some before they managed to apply the glue.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.46327178077324616, \"participants\": 387}]}}, {\"mode\": \"vega-lite\"});\n",
+                     "</script>"
+                  ],
+                  "text/plain": [
+                     "alt.Chart(...)"
+                  ]
+               },
+               "execution_count": 17,
+               "metadata": {},
+               "output_type": "execute_result"
+            }
+         ],
+         "source": [
+            "import pandas as pd\n",
+            "import numpy as np\n",
+            "import altair as alt\n",
+            "\n",
+            "df = pd.DataFrame(events)\n",
+            "df[\"organizer\"] = df[\"organizers\"].apply(lambda x: x[0] if x else \"nooo\")\n",
+            "df[\"y\"] = np.random.normal(loc=0, scale=1, size=len(df))\n",
+            "df[\"participants\"] = np.random.randint(100, 1000, size=len(df))\n",
+            "df.head()\n",
+            "\n",
+            "alt.Chart(df).mark_circle().encode(\n",
+            "    x=\"date:T\",  # T: temporal\n",
+            "    y=\"y:Q\",  # Q: quantitative\n",
+            "    color=\"organizer:N\",  # N: nominal\n",
+            "    size=\"participants:Q\",  # Quantitative size encoding\n",
+            ").properties(width=600, height=300)"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": 18,
+         "metadata": {},
+         "outputs": [],
+         "source": [
+            "res = requests.post(\n",
+            "    # \"https://api.dev.mediaimpactmonitor.app/trend\",\n",
+            "    \"http://localhost:8000/trend\",\n",
+            "    json={\n",
+            "        \"trend_type\": \"keywords\",\n",
+            "        \"media_source\": \"news_online\",\n",
+            "        \"topic\": \"climate_change\",\n",
+            "        \"query\": '\"Letzte Generation\"',\n",
+            "        \"start_date\": \"2023-01-01\",\n",
+            "        \"end_date\": \"2023-12-31\",\n",
+            "    },\n",
+            ")\n",
+            "data = res.json()[\"data\"]"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": 19,
+         "metadata": {},
+         "outputs": [
+            {
+               "data": {
+                  "text/html": [
+                     "\n",
+                     "<style>\n",
+                     "  #altair-viz-88700e220f67416ab66abf93ba77800b.vega-embed {\n",
+                     "    width: 100%;\n",
+                     "    display: flex;\n",
+                     "  }\n",
+                     "\n",
+                     "  #altair-viz-88700e220f67416ab66abf93ba77800b.vega-embed details,\n",
+                     "  #altair-viz-88700e220f67416ab66abf93ba77800b.vega-embed details summary {\n",
+                     "    position: relative;\n",
+                     "  }\n",
+                     "</style>\n",
+                     "<div id=\"altair-viz-88700e220f67416ab66abf93ba77800b\"></div>\n",
+                     "<script type=\"text/javascript\">\n",
+                     "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
+                     "  (function(spec, embedOpt){\n",
+                     "    let outputDiv = document.currentScript.previousElementSibling;\n",
+                     "    if (outputDiv.id !== \"altair-viz-88700e220f67416ab66abf93ba77800b\") {\n",
+                     "      outputDiv = document.getElementById(\"altair-viz-88700e220f67416ab66abf93ba77800b\");\n",
+                     "    }\n",
+                     "    const paths = {\n",
+                     "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+                     "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+                     "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.17.0?noext\",\n",
+                     "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
+                     "    };\n",
+                     "\n",
+                     "    function maybeLoadScript(lib, version) {\n",
+                     "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
+                     "      return (VEGA_DEBUG[key] == version) ?\n",
+                     "        Promise.resolve(paths[lib]) :\n",
+                     "        new Promise(function(resolve, reject) {\n",
+                     "          var s = document.createElement('script');\n",
+                     "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
+                     "          s.async = true;\n",
+                     "          s.onload = () => {\n",
+                     "            VEGA_DEBUG[key] = version;\n",
+                     "            return resolve(paths[lib]);\n",
+                     "          };\n",
+                     "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
+                     "          s.src = paths[lib];\n",
+                     "        });\n",
+                     "    }\n",
+                     "\n",
+                     "    function showError(err) {\n",
+                     "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
+                     "      throw err;\n",
+                     "    }\n",
+                     "\n",
+                     "    function displayChart(vegaEmbed) {\n",
+                     "      vegaEmbed(outputDiv, spec, embedOpt)\n",
+                     "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
+                     "    }\n",
+                     "\n",
+                     "    if(typeof define === \"function\" && define.amd) {\n",
+                     "      requirejs.config({paths});\n",
+                     "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
+                     "    } else {\n",
+                     "      maybeLoadScript(\"vega\", \"5\")\n",
+                     "        .then(() => maybeLoadScript(\"vega-lite\", \"5.17.0\"))\n",
+                     "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
+                     "        .catch(showError)\n",
+                     "        .then(() => displayChart(vegaEmbed));\n",
+                     "    }\n",
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42}, {\"date\": \"2023-10-20T00:00:00\", \"value\": 66}, {\"date\": \"2023-10-21T00:00:00\", \"value\": 23}, {\"date\": \"2023-10-22T00:00:00\", \"value\": 3}, {\"date\": \"2023-10-23T00:00:00\", \"value\": 53}, {\"date\": \"2023-10-24T00:00:00\", \"value\": 45}, {\"date\": \"2023-10-25T00:00:00\", \"value\": 23}, {\"date\": \"2023-10-26T00:00:00\", \"value\": 17}, {\"date\": \"2023-10-27T00:00:00\", \"value\": 22}, {\"date\": \"2023-10-28T00:00:00\", \"value\": 67}, {\"date\": \"2023-10-29T00:00:00\", \"value\": 91}, {\"date\": \"2023-10-30T00:00:00\", \"value\": 36}, {\"date\": \"2023-10-31T00:00:00\", \"value\": 132}, {\"date\": \"2023-11-01T00:00:00\", \"value\": 133}, {\"date\": \"2023-11-02T00:00:00\", \"value\": 14}, {\"date\": \"2023-11-03T00:00:00\", \"value\": 12}, {\"date\": \"2023-11-04T00:00:00\", \"value\": 52}, {\"date\": \"2023-11-05T00:00:00\", \"value\": 135}, {\"date\": \"2023-11-06T00:00:00\", \"value\": 73}, {\"date\": \"2023-11-07T00:00:00\", \"value\": 73}, {\"date\": \"2023-11-08T00:00:00\", \"value\": 10}, {\"date\": \"2023-11-09T00:00:00\", \"value\": 8}, {\"date\": \"2023-11-10T00:00:00\", \"value\": 17}, {\"date\": \"2023-11-11T00:00:00\", \"value\": 33}, {\"date\": \"2023-11-12T00:00:00\", \"value\": 9}, {\"date\": \"2023-11-13T00:00:00\", \"value\": 39}, {\"date\": \"2023-11-14T00:00:00\", \"value\": 24}, {\"date\": \"2023-11-15T00:00:00\", \"value\": 55}, {\"date\": \"2023-11-16T00:00:00\", \"value\": 184}, {\"date\": \"2023-11-17T00:00:00\", \"value\": 32}, {\"date\": \"2023-11-18T00:00:00\", \"value\": 45}, {\"date\": \"2023-11-19T00:00:00\", \"value\": 39}, {\"date\": \"2023-11-20T00:00:00\", \"value\": 65}, {\"date\": \"2023-11-21T00:00:00\", \"value\": 30}, {\"date\": \"2023-11-22T00:00:00\", \"value\": 42}, {\"date\": \"2023-11-23T00:00:00\", \"value\": 164}, {\"date\": \"2023-11-24T00:00:00\", \"value\": 77}, {\"date\": \"2023-11-25T00:00:00\", \"value\": 184}, {\"date\": \"2023-11-26T00:00:00\", \"value\": 26}, {\"date\": \"2023-11-27T00:00:00\", \"value\": 126}, {\"date\": \"2023-11-28T00:00:00\", \"value\": 102}, {\"date\": \"2023-11-29T00:00:00\", \"value\": 107}, {\"date\": \"2023-11-30T00:00:00\", \"value\": 35}, {\"date\": \"2023-12-01T00:00:00\", \"value\": 32}, {\"date\": \"2023-12-02T00:00:00\", \"value\": 7}, {\"date\": \"2023-12-03T00:00:00\", \"value\": 9}, {\"date\": \"2023-12-04T00:00:00\", \"value\": 86}, {\"date\": \"2023-12-05T00:00:00\", \"value\": 18}, {\"date\": \"2023-12-06T00:00:00\", \"value\": 28}, {\"date\": \"2023-12-07T00:00:00\", \"value\": 15}, {\"date\": \"2023-12-08T00:00:00\", \"value\": 20}, {\"date\": \"2023-12-09T00:00:00\", \"value\": 26}, {\"date\": \"2023-12-10T00:00:00\", \"value\": 12}, {\"date\": \"2023-12-11T00:00:00\", \"value\": 8}, {\"date\": \"2023-12-12T00:00:00\", \"value\": 90}, {\"date\": \"2023-12-13T00:00:00\", \"value\": 109}, {\"date\": \"2023-12-14T00:00:00\", \"value\": 70}, {\"date\": \"2023-12-15T00:00:00\", \"value\": 21}, {\"date\": \"2023-12-16T00:00:00\", \"value\": 29}, {\"date\": \"2023-12-17T00:00:00\", \"value\": 110}, {\"date\": \"2023-12-18T00:00:00\", \"value\": 40}, {\"date\": \"2023-12-19T00:00:00\", \"value\": 29}, {\"date\": \"2023-12-20T00:00:00\", \"value\": 26}, {\"date\": \"2023-12-21T00:00:00\", \"value\": 40}, {\"date\": \"2023-12-22T00:00:00\", \"value\": 73}, {\"date\": \"2023-12-23T00:00:00\", \"value\": 21}, {\"date\": \"2023-12-24T00:00:00\", \"value\": 8}, {\"date\": \"2023-12-25T00:00:00\", \"value\": 15}, {\"date\": \"2023-12-26T00:00:00\", \"value\": 11}, {\"date\": \"2023-12-27T00:00:00\", \"value\": 1}, {\"date\": \"2023-12-28T00:00:00\", \"value\": 11}, {\"date\": \"2023-12-29T00:00:00\", \"value\": 27}, {\"date\": \"2023-12-30T00:00:00\", \"value\": 13}, {\"date\": \"2023-12-31T00:00:00\", \"value\": 5}]}}, {\"mode\": \"vega-lite\"});\n",
+                     "</script>"
+                  ],
+                  "text/plain": [
+                     "alt.Chart(...)"
+                  ]
+               },
+               "execution_count": 19,
+               "metadata": {},
+               "output_type": "execute_result"
+            }
+         ],
+         "source": [
+            "df = pd.DataFrame(list(data.items()), columns=[\"date\", \"value\"])\n",
+            "df[\"date\"] = pd.to_datetime(df[\"date\"])  # Convert the date column to datetime type\n",
+            "\n",
+            "alt.Chart(df).mark_line(point=True).encode(\n",
+            "    x=\"date:T\",  # T: temporal\n",
+            "    y=\"value:Q\",  # Q: quantitative\n",
+            "    tooltip=[\"date\", \"value\"],\n",
+            ").properties(width=600, height=300)"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": 24,
+         "metadata": {},
+         "outputs": [],
+         "source": [
+            "from media_impact_monitor.data_loaders.web.google_trends import get_google_trends_counts\n",
+            "\n",
+            "# df = get_google_trends_counts(\"Letzte Generation\")"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": 4,
+         "metadata": {},
+         "outputs": [
+            {
+               "data": {
+                  "text/plain": [
+                     "<Axes: xlabel='date'>"
+                  ]
+               },
+               "execution_count": 4,
+               "metadata": {},
+               "output_type": "execute_result"
+            },
+            {
+               "data": {
+                  "image/png": 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",
+                  "text/plain": [
+                     "<Figure size 640x480 with 1 Axes>"
+                  ]
+               },
+               "metadata": {},
+               "output_type": "display_data"
+            }
+         ],
+         "source": [
+            "from media_impact_monitor.trend import get_trend\n",
+            "from media_impact_monitor.types_ import TrendSearch\n",
+            "\n",
+            "df = get_trend(\n",
+            "    TrendSearch(\n",
+            "        trend_type=\"keywords\",\n",
+            "        media_source=\"web_google\",\n",
+            "        start_date=\"2023-07-01\",\n",
+            "        end_date=\"2023-12-31\",\n",
+            "        query='\"Fridays for Future\"',\n",
+            "    )\n",
+            ")\n",
+            "df.plot()"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": null,
+         "metadata": {},
+         "outputs": [],
+         "source": []
+      },
+      {
+         "cell_type": "code",
+         "execution_count": 25,
+         "metadata": {},
+         "outputs": [
+            {
+               "data": {
+                  "application/vnd.jupyter.widget-view+json": {
+                     "model_id": "11e0834a5dbf40f4935d8e38b406f0e8",
+                     "version_major": 2,
+                     "version_minor": 0
+                  },
+                  "text/plain": [
+                     "  0%|          | 0/121 [00:00<?, ?it/s]"
+                  ]
+               },
+               "metadata": {},
+               "output_type": "display_data"
+            },
+            {
+               "data": {
+                  "application/vnd.jupyter.widget-view+json": {
+                     "model_id": "0f85765d8d064f2aada9d19208165771",
+                     "version_major": 2,
+                     "version_minor": 0
+                  },
+                  "text/plain": [
+                     "  0%|          | 0/121 [00:00<?, ?it/s]"
+                  ]
+               },
+               "metadata": {},
+               "output_type": "display_data"
+            }
+         ],
+         "source": [
+            "from media_impact_monitor.impact import get_impact\n",
+            "from media_impact_monitor.types_ import ImpactSearch, Effect\n",
+            "\n",
+            "result = get_impact(\n",
+            "    ImpactSearch(\n",
+            "        cause=event_ids,\n",
+            "        effect=Effect(\n",
+            "            trend_type=\"keywords\",\n",
+            "            media_source=\"web_google\",\n",
+            "            query=\"Letzte Generation\",\n",
+            "        ),\n",
+            "        method=\"interrupted_time_series\",\n",
+            "    ),\n",
+            ")"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": null,
+         "metadata": {},
+         "outputs": [],
+         "source": [
+            "res = requests.post(\n",
+            "    # \"https://api.dev.mediaimpactmonitor.app/impact\",\n",
+            "    \"http://localhost:8000/impact\",\n",
+            "    json={\n",
+            "        \"cause\": event_ids,\n",
+            "        \"effect\": {\n",
+            "            \"trend_type\": \"keywords\",\n",
+            "            \"media_source\": \"web_google\",\n",
+            "            \"query\": '\"Letzte Generation\"',\n",
+            "        },\n",
+            "        \"method\": \"interrupted_time_series\",\n",
+            "    },\n",
+            ")\n",
+            "res.json()\n",
+            "data = res.json()[\"data\"]"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": 10,
+         "metadata": {},
+         "outputs": [
+            {
+               "data": {
+                  "text/plain": [
+                     "<matplotlib.collections.PolyCollection at 0x7a3475be1930>"
+                  ]
+               },
+               "execution_count": 10,
+               "metadata": {},
+               "output_type": "execute_result"
+            },
+            {
+               "data": {
+                  "image/png": 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",
+                  "text/plain": [
+                     "<Figure size 640x480 with 1 Axes>"
+                  ]
+               },
+               "metadata": {},
+               "output_type": "display_data"
+            }
+         ],
+         "source": [
+            "import matplotlib.pyplot as plt\n",
+            "import pandas as pd\n",
+            "\n",
+            "pd.Series(data[\"impact_mean\"]).plot()\n",
+            "plt.fill_between(\n",
+            "    pd.Series(data[\"impact_mean\"]).index,\n",
+            "    pd.Series(data[\"impact_mean_lower\"]).values,\n",
+            "    pd.Series(data[\"impact_mean_upper\"]).values,\n",
+            "    alpha=0.5,\n",
+            ")"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": null,
+         "metadata": {},
+         "outputs": [],
+         "source": [
+            "impacts__ = pd.Series(\n",
+            "    [list(ts.values())[4 + 14] for ts in data[\"individual_impacts\"].values()]\n",
+            ")\n",
+            "print(impacts__.describe())\n",
+            "impacts__.hist(bins=50)"
+         ]
+      },
+      {
+         "cell_type": "code",
+         "execution_count": null,
+         "metadata": {},
+         "outputs": [],
+         "source": [
+            "from scipy.stats import normaltest\n",
+            "\n",
+            "normaltest(impacts__)"
+         ]
+      },
+      {
+         "cell_type": "markdown",
+         "metadata": {},
+         "source": [
+            "Small p-value means that it's likely not normal. (However, large p-value does not mean anything, e. g. it can be due to small sample size.)\n",
+            "See https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.normaltest.html."
+         ]
+      }
    ],
-   "source": [
-    "res = requests.post(\n",
-    "    # \"https://api.dev.mediaimpactmonitor.app/events\",\n",
-    "    \"http://localhost:8000/events\",\n",
-    "    json={\n",
-    "        \"event_type\": \"protest\",\n",
-    "        \"source\": \"acled\",\n",
-    "        \"topic\": \"climate_change\",\n",
-    "        \"start_date\": \"2023-07-01\",\n",
-    "        \"end_date\": \"2023-12-31\",\n",
-    "        \"topic\": topic,\n",
-    "        \"organizers\": organizers,\n",
-    "    },\n",
-    ")\n",
-    "events = res.json()[\"data\"]\n",
-    "event_ids = [event[\"event_id\"] for event in events]\n",
-    "events[0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
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-       "    display: flex;\n",
-       "  }\n",
-       "\n",
-       "  #altair-viz-db25096762514dd58c0de12f96cd557e.vega-embed details,\n",
-       "  #altair-viz-db25096762514dd58c0de12f96cd557e.vega-embed details summary {\n",
-       "    position: relative;\n",
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-       "</style>\n",
-       "<div id=\"altair-viz-db25096762514dd58c0de12f96cd557e\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
-       "  (function(spec, embedOpt){\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-db25096762514dd58c0de12f96cd557e\");\n",
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-       "          s.src = paths[lib];\n",
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-       "      throw err;\n",
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-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
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-       "    if(typeof define === \"function\" && define.amd) {\n",
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-       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
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Law enforcers quickly removed them and resumed traffic.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.9383138437689248, \"participants\": 887}, {\"event_id\": \"c9b5513ddab1c4641df4ce81fcff7afc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-12-13\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 13 December 2023, Last Generation activists gathered for a protest and sprayed a public Christmas tree in Leipzig (Sachsen), voicing their environmental and climate concerns. Individuals or pairs affiliated with the movement organized similar actions in other cities across the country.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.13636133332427575, \"participants\": 992}, {\"event_id\": \"e3591243ddb6caae6158d418bb041529\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-12-08\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 8 December 2023, members of Last Generation blocked traffic by gluing themselves to a road at the intersection between Kaldenkirchener Street and Schurenweg in Monchengladbach (Nordrhein-Westfalen) to call for climate justice and an end to fossil fuel energy. Police officers intervened to remove the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5876205410486934, \"participants\": 188}, {\"event_id\": \"f39f7a8bcfc92319d39c19619141d668\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-12-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 December 2023, Last Generation activists protested at Schonhauser Allee, standing in front of the Schonhauser Arcaden, in Berlin - Pankow (Berlin), demanding more climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6331995698876836, \"participants\": 129}, {\"event_id\": \"8afb6cd8a0722621817cf21a8b766fd4\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-12-01\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 1 December 2023, 6 Last Generation activists, including some working in craft-related professions, protested in Berlin - Friedrichshain-Kreuzberg (Berlin) by gluing themselves onto and blocking Blucherstrasse close to the Chamber of Crafts to raise awareness about the consequences of the climate crisis on trade, industry and agriculture. The police intervened to detach and remove the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.8240577453009225, \"participants\": 763}, {\"event_id\": \"f2ed6a7a9128e6526cc19212554155c1\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 November 2023, 8 Last Generation activists protested in Bremen (Bremen) to raise awareness for the climate crisis and demand a greater say in regard to climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.36045587508775073, \"participants\": 925}, {\"event_id\": \"fea9d9de53a47bbb81a581e4b14e54a5\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 November 2023, about 800 Last Generation activists gathered and blocked a street in Berlin - Charlottenburg-Wilmersdorf, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.2725166519324115, \"participants\": 610}, {\"event_id\": \"6bad7d47f77d21d000f0de308e7c1efb\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 November 2023, about 31 Last Generation activists gathered and blocked a street in Berlin - Treptow-Kopenick, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.3553728332735002, \"participants\": 121}, {\"event_id\": \"0cddf57b1c027913397f27ae326b46b8\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 November 2023, around 80 Last Generation activists protested in Heidelberg (Baden-Wurttemberg) with a sit-in in the city's pedestrian area over climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.7844911937377927, \"participants\": 292}, {\"event_id\": \"0047c4dad35ae981b64e56844eaecc1c\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-15\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 15 November 2023, 5 Last Generation activists protested on the main road outside the courthouse in Munster (Nordrhein-Westfalen) to raise awareness about climate change and demand climate actions from politicians, by sitting on the intersection. Three of the protesters glued themselves onto the road. The police intervened by detaching the activists from the road and dissolving the protest.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.316051861284546, \"participants\": 234}, {\"event_id\": \"8ed4f97a639da36f0fd5a7b5c428826a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-08\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 8 November 2023, 16 members of Last Generation demonstrated from the Steintor, across the large intersection into Paracelsusstrasse and turned onto Volkmannstrasse in Halle (Saale) to call for climate protection. Protesters accused the government of inaction regarding climate.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.5004964764967441, \"participants\": 392}, {\"event_id\": \"16fda61ba43576e0969108040b109302\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-11-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 November 2023, Last Generation activists protested in Dortmund for climate reasons and blocked the road Konigswall by gluing themselves onto the lane. A passer-by dragged one of the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.59106284333558, \"participants\": 262}, {\"event_id\": \"359b49d24550813a19b2605ebf665102\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 October 2023, 3 members of Last Generation staged a protest by blocking traffic on three of the four lanes at the corner of Frankfurter Allee and Mollendorffstrasse in Berlin - Lichtenberg to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5611469091574868, \"participants\": 116}, {\"event_id\": \"f8c9da83c80f531873f2076700561c90\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 October 2023, 5 members of Last Generation demonstrated and blocked traffic on the Kaiserdamm in the direction of Ernst-Reuter-Platz (Westend district) in Berlin - Charlottenburg-Wilmersdorf to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.49995318558224033, \"participants\": 651}, {\"event_id\": \"00cb2e6d8bde33252bc04f43912d5b20\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-27\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 27 October 2023, members of Last Generation staged a protest by blocking traffic around the A100 highway near Dreieck Charlottenburg and in the area of Kurfurstendamm and Joachimsthaler Street in Berlin - Charlottenburg-Wilmersdorf to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.1986037523193641, \"participants\": 786}, {\"event_id\": \"7309b5e40f9df6b535dfdf93bb4a0a2f\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 October 2023, between 4 and 6 members of Last Generation blocked the road on Hohenzollerndamm, at the corner of Rudolstadter, in Berlin - Charlottenburg-Wilmersdorf to call for climate protection. Police forces intervened to clear the blockade.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.4149244158893166, \"participants\": 978}, {\"event_id\": \"94a6c243aff6572a98e9e8e5ff7eb358\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-24\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 24 October 2023, 50 to 60 Last Generation activists protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) and blocked Stadtautobahn A100 towards Wedding at the height of Goerdeler Steg for climate reasons. 27 activists glued themselves onto the road, 3 onto a rental car. Police prevented protesters from also blocking the left lane.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.7259144155923798, \"participants\": 952}, {\"event_id\": \"4369baefc30a8f61f03ac76d882f89f9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 October 2023, about 40 Last Generation activists protested in 7 locations in Berlin (Berlin) and glued themselves onto the road to show their dissatisfaction with Chancellor Olaf Scholz (SPD) and for climate reasons. Three of these protests occurred on Stadtautobahn A100. The police dispersed the protest and removed the blockades.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5235057942294203, \"participants\": 161}, {\"event_id\": \"f675d0bfed4a5deffafb26f4d95a2a35\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 October 2023, 11 Last Generation activists protested on Hauptstatter Strasse in Stuttgart (Baden-Wurttemberg) as a mourning march against the climate policies of the federal government and for the compliance with the climate protection law, and thereby blocked traffic. The police made the activists continue their protest march in only one lane to avoid major traffic obstructions. Later, around 13 o'clock, 5 Last Generation activists blocked the road in front of the main train station. The police intervened and carried the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -2.0710508234007228, \"participants\": 535}, {\"event_id\": \"9d38f36065025c0b6f5ae8ae37141c64\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-20\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 20 October 2023, around 20 Last Generation activists protested on the corner of Prenzlauer Allee and Danziger Strasse in Berlin - Pankow (Berlin) for climate reasons by blocking the road, gluing themselves onto the road and with banners demanding a climate revolution.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5922586019116617, \"participants\": 671}, {\"event_id\": \"151fbc7581b0d244fac5b82b38eaae85\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-19\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 19 October 2023, more than 12 Last Generation activists protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate reasons by blocking traffic on the city highway at the height of Charlottenburg Palace with three vehicles and sit-ins. The police dispersed the protest around mid-day. Earlier in the day, Last Generation activists also blocked the Wissel-Bridge in Berlin - Charlottenburg-Wilmersdorf.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.15750877960668871, \"participants\": 154}, {\"event_id\": \"868199d82b556ab280c5eae625864af1\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-19\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 19 October 2023, Last Generation activists shortly blocked the city highway towards Neukolln at the height of Alboinstrasse in Berlin - Tempelhof-Schoneberg (Berlin) for climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.9194487760843535, \"participants\": 781}, {\"event_id\": \"a9e83e07ccb2008cbc07b5acf5e1d9d3\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 October 2023, around 9 members of Last Generation staged a protest on Alexanderplatz in Berlin - Mitte to call for climate protection. They threw paint on the World Time Clock and 2 people climbed on the clock with a banner that read: 'We are running out of time' to implement climate protection measures.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.8218024432252833, \"participants\": 112}, {\"event_id\": \"00a3a984866c8c1a84ba7c59a0a9ae5a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 October 2023, Last Generation activists held a protest at Rosenthaler Platz in Berlin - Mitte to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.06095313171346934, \"participants\": 874}, {\"event_id\": \"e48b8125ca3d0b3a88b32c772220ae6f\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-10\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 10 October 2023, Last Generation activists protested at Kottbusser Tor in Berlin - Friedrichshain-Kreuzberg (Berlin) for climate reasons by blocking the road and gluing themselves onto it. Shortly after the start of the demonstration, the police ended the blockade. No further information about how the police intervened are available.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.6171542474847194, \"participants\": 366}, {\"event_id\": \"d860048cee00d694ae83269809d6b326\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 October 2023, Last Generation activists protested on Britzer Damm in Berlin - Neukolln (Berlin) by blocking the road for climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7236137121631072, \"participants\": 487}, {\"event_id\": \"b49b2447be9988bc9c5d2f6af3cf2f73\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 October 2023, Last Generation activists protested on Danziger Strasse in Berlin - Pankow (Berlin) by blocking the road for climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.35969888002908645, \"participants\": 293}, {\"event_id\": \"dc7ee9e634a6e0b4784aa39acb772633\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 October 2023, Last Generation activists protested on Tempelhofer Damm around Paradestrasse in Berlin - Tempelhof-Schoneberg (Berlin) by blocking the road for climate reasons.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5224601991209298, \"participants\": 180}, {\"event_id\": \"3027a11ca676c187307ff9c91a2b5864\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-06\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 6 October 2023, several dozen Last Generation activists protested on Potsdamer Platz in Berlin - Mitte (Berlin) for climate reasons. They blocked parts of the intersection and 9 activists glued themselves onto the road. The police intervened, led, dragged, and carried away the activists and gradually dislodged the glued ones from the street.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.8921567063229169, \"participants\": 270}, {\"event_id\": \"3713309d02ba0667f5c9311fac76cd86\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 October 2023, Last Generation activists protested on Ku'damm and Bundesallee in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate concerns and to raise awareness for the connection between the climate and food crises by blocking the road with hay and straw bales. Some of the protesters glued themselves onto the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.298376511752405, \"participants\": 501}, {\"event_id\": \"d1c41899144be034a9cc801172ab154a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 October 2023, around 18 Last Generation activists protested in front of the Brandenburger Gate in Berlin - Mitte (Berlin) for climate concerns and to raise awareness for the connection between the climate and food crises by blocking the road with hay and straw bales. Some of the protesters glued themselves onto the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.24279220855783898, \"participants\": 644}, {\"event_id\": \"40551d1b7a14dd4add704375c486466c\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-10-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 October 2023, members of Last Generation staged a protest by blocking traffic and gluing themselves to the road in Berlin to call for climate protection. Passers-by spat on the activists and pelted them with eggs.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.16887872371823415, \"participants\": 645}, {\"event_id\": \"52861144ffbbc0d41595cad79c8b80a3\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-29\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 29 September 2023, members of Last Generation demonstrated and blocked traffic on Tempelhofer Damm and the main street in Berlin - Tempelhof-Schoneberg to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6875870251840326, \"participants\": 999}, {\"event_id\": \"a82bb378efe0193db6aa1072c857c376\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-29\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 29 September 2023, members of Last Generation demonstrated and blocked traffic on Schonhauser Allee, at the corner of Eberswalder Strasse in Berlin - Pankow to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.5807098808069513, \"participants\": 371}, {\"event_id\": \"7000831953f676b9cede4c0fb32bc052\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-28\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 28 September 2023, members of Last Generation demonstrated and blocked traffic at 3 different exits (Jakob-Kaiser-Platz, Spandauer Damm, Kurfurstendamm) in Berlin - Charlottenburg-Wilmersdorf to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.06595370581845625, \"participants\": 290}, {\"event_id\": \"23d3839c021696b57751cb1f30a6f7b2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin - Mitte (Berlin) for climate protection reasons by blocking the intersections of Muhlendamm and Breite Strasse as well as Strasse des 17. Juni and Bachstrasse. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.2102262427618382, \"participants\": 633}, {\"event_id\": \"07bd589a867bbba48be2c1ded3f11837\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin - Friedrichshain-Kreuzberg (Berlin) for climate protection reasons by blocking the intersection of Warschauer Strasse and Revaler Strasse. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.16342519487766016, \"participants\": 104}, {\"event_id\": \"f424c3eb75115a15a58c6ac3c6eb9cbf\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin - Pankow (Berlin) for climate protection reasons by blocking the intersection of Prenzlauer Allee and Raumer Strasse. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.7774511511353224, \"participants\": 944}, {\"event_id\": \"81f2a6d4c0919dd6843babbc4d74e834\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin (Berlin) for climate protection reasons. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.047228433153743546, \"participants\": 640}, {\"event_id\": \"2e3e0792ac000d6e5df0661252c8b49a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-26\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 26 September 2023, Last Generation activists protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate protection reasons by blocking Kantstrasse inwards at Windscheidstrasse and Konstanzer Strasse at the junction to the A100 as well as Reichsstrasse between Meiningenallee and Koburgallee in both directions. The group simultaneously protested at 5 locations across the city and at some, glued themselves onto the road. The police intervened, sometimes using painful grips and techniques to lead the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.2076521404244934, \"participants\": 623}, {\"event_id\": \"d0132078b412cc33938530c992262ffa\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin - Lichtenberg (Berlin) for climate protection by blocking the road Alt-Friedrichsfelde. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.6659955120066112, \"participants\": 634}, {\"event_id\": \"c5dd1c9cc9617c63ada9952d9e7b1003\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin - Neukolln (Berlin) for climate protection by blocking the road Britzer Damm. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.8111235656164387, \"participants\": 482}, {\"event_id\": \"6e8e57f06b77b745d5a1a9bc72c76060\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin (Berlin) for climate protection. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.8513134857937338, \"participants\": 923}, {\"event_id\": \"3d6d210bfd53581aeb32112028ed5d6e\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate protection by blocking one lane of Heckerdamm and one lane of Messedamm. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.1801371747764067, \"participants\": 689}, {\"event_id\": \"295767f0cbbf4d121fa2855a4b5f597b\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 September 2023, Last Generation activists protested in Berlin - Treptow-Kopenick (Berlin) for climate protection by blocking the intersection Puschkinalle/Elsenstrasse. 70 Last Generation activists protested simultaneously at 6 locations across the city and 36 of them glued themselves onto the road. The police intervened, prevented one blockade on Prenzlauer Promenade in Berlin - Pankow, broke up the other blockades, and established the protesters' identities. At one of the sites, a driver got out of his car and knocked the glasses off the face of one of the activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.044908526161906, \"participants\": 839}, {\"event_id\": \"65ad5a51c3db082e56b492fefd597d7c\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 September 2023, around 130 people, including Last Generation activists, protested in Berlin - Charlottenburg-Wilmersdorf (Berlin) for climate reasons and blocked the intersection Potsdamer Strasse/Kurfurstendamm with a sit-in. The police intervened, carried the protesters off the street and determined the identities of a good 100 people.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.2865281465894542, \"participants\": 345}, {\"event_id\": \"eeb1d79ae1516a3701e587cd16674add\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, a man sprayed tear gas at the face of several Last Generation members who gathered and blocked traffic at Prenzlauer Promenade (A114), corner of Pasewalker Street, Prenzlauer Street, Granitz Street, Prenzlauer Allee, and Frobel Street in Berlin - Pankow to call for climate protection. He also tried to kick them. Another man poured a Coca-Cola drink on a demonstrator. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.5228481767718836, \"participants\": 501}, {\"event_id\": \"b95a0b859cd0d34dc804120e015a5e45\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, members of Last Generation and their supporters gathered in front of the city's District Court in Oldenburg to call for more efforts in climate protection and against the criminalization of the movement. Protesters called on the judges to recognize civil disobedience as means of protest and not to prosecute them.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.46476931275226996, \"participants\": 411}, {\"event_id\": \"010ca0df7b23c7eb9e7984b1300b4423\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Ernst Reuter Square and Spandauer Damm/Sophie-Charlotten-Street in Berlin - Charlottenburg-Wilmersdorf to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.20697780208783817, \"participants\": 925}, {\"event_id\": \"a9a05bb8d379e40eb2dce5b0ac79c6f4\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Hallesches Ufer/Mehringdamm and Kotti/Adalbertstrasse, in Berlin - Friedrichshain-Kreuzberg to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.01820758905225453, \"participants\": 924}, {\"event_id\": \"717807dc5419e31bfe8895094b01fdce\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Landsberger Alle/Conrad-Blenkle-Strasse in Berlin - Marzahn-Hellersdorf to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5186315945758697, \"participants\": 368}, {\"event_id\": \"565c5aa14b260008055c16b08bc6d850\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Grosser Stern/Hofjagerallee in Berlin - Mitte to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.9211871988470323, \"participants\": 408}, {\"event_id\": \"5ddddcaeebf1da71c36d349b49c8b969\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic in the Grenzallee area in Berlin - Neukolln to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.9977870495862466, \"participants\": 854}, {\"event_id\": \"980f4c75f06e56f762636ff370ee6358\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Kurt-Schumacher-Platz/Kapweg in Berlin - Reinickendorf to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.3397867518987402, \"participants\": 651}, {\"event_id\": \"acd44fe5d099aaa7112e47392f89cbc7\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic in Berlin - Spandau to call for climate protection. A driver tried physically to remove a protester from the street but they were stopped by police officers from doing so. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6722356410624715, \"participants\": 219}, {\"event_id\": \"4b13e7d2257d4cb3983c7263726fddb5\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Saarstrasse (A103) towards Schoneberg and S Tempelhof, at the A100 highway heading out of town, in Berlin - Tempelhof-Schoneberg to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.4926898255585832, \"participants\": 206}, {\"event_id\": \"2b73639fcb69a787df71d3a1cfe2f7d0\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-18\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 18 September 2023, Last Generation members gathered and blocked traffic at Kopenicker Landstrasse/Eichbushallee in Berlin - Treptow-Kopenick to call for climate protection. Police officers intervened to remove the demonstrators who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.7912297889756031, \"participants\": 666}, {\"event_id\": \"4a53b6d315897fe4dcc83a794310ae7c\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-15\", \"organizers\": [\"Fridays for Future\", \"Last Generation (Germany)\"], \"description\": \"On 15 September 2023, around 130 people, including members of Last Generation, demonstrated from the Platz der Republik to the Sonnenhausplatz and on to the Alter Markt in Monchengladbach for climate protection. An unknown person threw two raw eggs in the direction of the group on Sonnenhausplatz (no one was injured). The event was part of a 13th Global Climate Strike called by the FFF to demand the implementation of promised funds ('climate money') to tackle rising carbon and energy prices on citizens, more laws to reduce climate-damaging emissions by 65% by 2030, a quick exit from fossil fuels (coal, oil, gas), and a mobility shift.\", \"organizer\": \"Fridays for Future\", \"y\": -0.010125450778872315, \"participants\": 211}, {\"event_id\": \"463d4d004e27f6a59c4875f97c676b3d\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-15\", \"organizers\": [\"Fridays for Future\", \"Health Workers (Germany)\", \"Last Generation (Germany)\", \"Women (Germany)\"], \"description\": \"On 15 September 2023, around 250 people, including members of Last Generation, Scientists for Future, Health for Future, and Grannies for Future, gathered at Hildegardplatz and demonstrated in Kempten (Allgau) for climate protection. The event was part of a 13th Global Climate Strike called by the FFF to demand the implementation of promised funds ('climate money') to tackle rising carbon and energy prices on citizens, more laws to reduce climate-damaging emissions by 65% by 2030, a quick exit from fossil fuels (coal, oil, gas), and a mobility shift.\", \"organizer\": \"Fridays for Future\", \"y\": -1.394937623967951, \"participants\": 409}, {\"event_id\": \"f5e4952b99a9e427b3bf21bb170828de\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-13\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 13 September 2023, throughout the day, around 200 people, including Last Generation members, slowed down traffic and demonstrated in the Moabit district, at Europaplatz, and the main train station in Berlin - Mitte to call for climate justice as well as the end of fossil fuel industry. Police officers intervened physically to remove the activists who sat on the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.12735566891248407, \"participants\": 381}, {\"event_id\": \"eedd24bfabf82a96f6e6efc22a7e4647\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-07\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 7 September 2023, 17 people, including Last Generation activists, protested in Ulm (Baden-Wurttemberg) against the preventive custody of climate activists in Bayern and against the climate policies of the federal government.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 2.506648488348238, \"participants\": 318}, {\"event_id\": \"54ac2e178c486cb68cac3578501e3ae0\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-06\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 6 September 2023, Last Generation activists protested with a sit-in in front of the train station in Stuttgart (Baden-Wurttemberg) to show solidarity with fellow activists in Munich, especially those taken into preventive custody until the end of the International Mobility Show Germany (IAA Mobility) taking place in the city. Moreover, 12 Last Generation activists protested on Arnulf-Klett-Platz with a slow protest march, against the climate policies of the government and the imprisonment of other activists. The police intervened in both cases, carrying the activists off the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5735923407403603, \"participants\": 943}, {\"event_id\": \"ac443906832acadf093c2aa127b6e277\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-06\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 6 September 2023, about 30 Last Generation activists as well as family and friends of imprisoned activists protested in front of the Stadelheim Prison in Munchen (Bayern) against preventative detention of 29 climate activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7454679714922258, \"participants\": 110}, {\"event_id\": \"b6a4d285ed59c0ded969fb7ec26053f8\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 September 2023, during the morning and the afternoon, 27 members of Last Generation gathered at Marienplatz to march to Karlsplatz, which they blocked during the afternoon, in Munchen to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.22637781985721758, \"participants\": 932}, {\"event_id\": \"c3741ffa15bf81af9dcf32473e25be9b\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-04\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 4 September 2023, members of Last Generation demonstrated and blocked an intersection near the end of the highway 94 in Munchen for climate protection. An angry driver slapped one activist in the face.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.2416549255358801, \"participants\": 584}, {\"event_id\": \"0838f1529a873c1b5eaa7a8604132ee2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-04\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 4 September 2023, 4 members of Last Generation blocked traffic on Invalidenstrasse at Europaplatz in front of Berlin Central Station in Berlin - Mitte to denounce the criminalization of the movement, show support to 27 people in Bavaria who have been in preventive detention, and call for more climate protection. Emergency services (including police officers) intervened to remove the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6727686382692062, \"participants\": 986}, {\"event_id\": \"b9bbc92ba5f87e84ab364d20f02e86bc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-04\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 4 September 2023, a group of members of Last Generation demonstrated and blocked traffic at the exit of the B100 road in Halle (Saale) to call for climate protection. Police officers intervened to remove several activists who glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.5733938255012276, \"participants\": 134}, {\"event_id\": \"d23ad380d779af0f0a69c23ce7d75ae6\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-03\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 3 September 2023, members of Last Generation slowed down traffic by marching from Wittenbergplatz in Berlin - Tempelhof-Schoneberg towards Adenauerplatz in Berlin - Charlottenburg-Wilmersdorf to protest against the preventive detention in Bavaria of 27 climate activists.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5825349990818408, \"participants\": 343}, {\"event_id\": \"d1bbd127e88592fce4f31edf12d04a28\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-03\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 3 September 2023, members of Last Generation demonstrated on Landwehrplatz in Saarbrucken in solidarity with a condemned climate activist. They called on the government to do more for climate protection. Protesters demanded a social council to plan the phase-out of the use of fossil fuels in Germany by 2030, a speed limit of 100 km/h on highways, and a 9-euro ticket for all to access public transport.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9624670674207174, \"participants\": 769}, {\"event_id\": \"c4b5cccbf59f4a43b8418dd41bd65293\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 September 2023, throughout the afternoon, 11 members of Last Generation gathered on the Konrad Adenauer Bridge between Mannheim and Ludwigshafen in Mannheim for climate protection. 5 people stuck to the road in the direction of Mannheim, and 4 activists on the other side of the road, and another action took place in the feeding lane between squares Q6 and Q7.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7166542061793525, \"participants\": 452}, {\"event_id\": \"69375e4974b44801f72122af1ce2d886\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 September 2023, 3 members of Last Generation glued themselves to the road, blocked the B37 highway west of the Theodor Heuss Bridge and protested in Heidelberg to call for more actions to achieve the 2023 climate protection plan. Demonstrators were arrested.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.06273496220322351, \"participants\": 167}, {\"event_id\": \"4ac4c51a053294c6d66c5b8f5b39d4ca\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-02\", \"organizers\": [\"Scientist Rebellion\", \"Last Generation (Germany)\"], \"description\": \"On 2 September 2023, around a dozen members of Last Generation and Science Rebellion (XR) blocked traffic on Adenauerallee (B9) at the same time near the Koenig Museum in Bonn to call for climate protection. Police officers intervened to remove the glue from those who stuck themselves to the road.\", \"organizer\": \"Scientist Rebellion\", \"y\": -0.8981159812537466, \"participants\": 901}, {\"event_id\": \"4b1d55f0b634f825bf28aa2d84f8de16\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-09-01\", \"organizers\": [\"Last Generation (Germany)\", \"Robin Wood\"], \"description\": \"On 1 September 2023, throughout the day, at least 5 climate activists, members of Last Generation and Robin Wood, carried out several actions and blocked traffic at the intersection of Sonnenstrasse and Priemlayerstrasse, Donnersberger Street, and Arnulfstrasse in Neuhausen, in Munchen (Bayern). Other blockades happened simultaneously at Furstenrieder Street, Ammerseestrasse, and Feldherrnhalle. They called for climate protection. A Robin Wood activist put a banner on Odeonsplatz against the International Motor Show (IAA) to denounce car companies' greenwashing. 10 activists were arrested by the police.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.7696690199044041, \"participants\": 199}, {\"event_id\": \"7f22c17028a8b46893a1de973b4cecc0\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-31\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 31 August 2023, during the morning, members of Last Generation blocked traffic on the Petuelring (westbound direction)/corner of Schleissheimer Street in Munchen (Bayern) to call for more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.898919641929072, \"participants\": 670}, {\"event_id\": \"7ad2d23d2847d102c64bd41d6efe43af\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-31\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 31 August 2023, 5 members of Last Generation blocked traffic by gluing themselves to August-Bebel Street and demonstrated in Rostock (Mecklenburg-Vorpommern) to call on the federal government to do more for climate protection. Protesters demanded the reintroduction of the 9-euro ticket for public transport, a speed limit of 100 km/h on highways, and a social council. They were physically removed by police officers.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.0767944965290493, \"participants\": 462}, {\"event_id\": \"a074b1b35963873739a5534e0067e472\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, almost 30 members of Last Generation demonstrated and marched slowly from the main train station, via Juri-Gagarin-Ring, Valley Knot, Andreasstrasse to Domplatz, in Erfurt (Thuringen) to call on the government to establish a social council and climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6477006447386423, \"participants\": 613}, {\"event_id\": \"64214cf83bdec4c029e3b60b1259f115\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, almost 20 members of Last Generation demonstrated, marching from the Petrikirche to Doberaner Platz, in Rostock (Mecklenburg-Vorpommern) to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.3580819108060719, \"participants\": 371}, {\"event_id\": \"b3dd16ce2549571b439fbfdec56572e5\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, at the call of Last Generation, around 30 members gathered at Schwetzinger Terrasse in Heidelberg (Baden-Wurttemberg) and demonstrated on Speyerer Street to call on the government to do more for climate protection. Several activists were arrested by the police.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6381416030955626, \"participants\": 369}, {\"event_id\": \"b4368056a36a4cded9323aab74830f43\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, over 80 people, mostly members of Last Generation, demonstrated and slowed traffic down from the Isartor to the Bavarian State Parliament in Munchen (Bayern) to call for climate protection. 11 sat down on the street and were carried away by police officers. Around 10 people threw paintballs at the building of the Bavarian State Parliament.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.16650477364578706, \"participants\": 928}, {\"event_id\": \"8cdbe7d296b2690b947d8a3603f1f6cf\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-30\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 30 August 2023, members of Last Generation demonstrated at Weender Tor in Gottingen (Niedersachsen) for climate protection. Passers-by tore the activists' banners and one female passer-by punched one of the demonstrators in the face. No injuries were reported.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.25681807705578, \"participants\": 970}, {\"event_id\": \"564b2b216aa98f20b5b37be37616f5a9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-29\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 29 August 2023, climate activists participated in road blockages organized by Last Generation on multiple streets in Munchen (Bayern), including at the intersections of Leopoldstrasse and Karl-Weinmair Strasse, of Schenkendorfstrasse and Leopoldstrasse as well as of Einsteinstrasse and Leuchtenbergring. Police forces intervened and removed the activists from the street.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.17047288233777425, \"participants\": 689}, {\"event_id\": \"13d4fb9853acfcd4c3562af0ebfefbca\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-28\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 28 August 2023, 6 Last Generation activists blocked the Vogelsangbrucke towards the inner city in Esslingen am Neckar (Esslingen, Baden-Wurttemberg) to draw attention to climate policy deficits. Four of them glued themselves onto the intersection Vogelsangbrucke and Maillestrasse and two others glued their hands together. The police intervened and removed the protesters from the street.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.11059413089437081, \"participants\": 629}, {\"event_id\": \"0eb285ccf22612b93324662cff41e6c9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-28\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 28 August 2023, Last Generation activists protested at different street intersections across Munchen (Bayern), with 5 blocking Arnulfstrasse/Donnersbergerbrucke, 10 blocking Innsbrucker Ring/Rosenheimer Street, others blocking Berg am Laim Street/Leuchtenbergring, 2 blocking Schenkendorf Street/Petuelring, and others blocking Luise-Kiesselbachplatz, to demand more climate protection. Police intervened and removed the activists from the street. One car driver pushed two activists at walking speed with his car at the Innsbrucker Ring/Rosenheimer Street intersection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5070515359660106, \"participants\": 298}, {\"event_id\": \"04addad5441ddc45798a64f9a60157da\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-28\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 28 August 2023, Last Generation activists protested in Gottingen (Niedersachsen), blocking the Weender Tor intersection, to demand more climate action. Some of them glued themselves onto the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.305165159510615, \"participants\": 790}, {\"event_id\": \"39170af342134b87a5e1bd185de9d073\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-27\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 27 August 2023, Last Generation activists protested during an e-sports tournament at the Gamescom in Koln (Nordrhein-Westfalen) to call for more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.3616032204750428, \"participants\": 966}, {\"event_id\": \"7f7f4348d8525337b58d6d9e282b3450\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-27\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 27 August 2023, Last Generation activists protested in Werder (Havel) (Potsdam-Mittelmark, Brandenburg) by blocking the entrance to the harbor, where the fair 'Boot & Fun Inwater' was taking place, with six paddle boats to increase pressure on the federal government to take stronger action against the climate crisis.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.3058953535517108, \"participants\": 575}, {\"event_id\": \"bc3f96c1369b66de7d399d73bafc9e4f\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-25\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 25 August 2023, Last Generation activists blocked roads at several spots around Munchen, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.15505864940464395, \"participants\": 944}, {\"event_id\": \"3da34b4ff8d01588fc796020e76f3ebc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-24\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 24 August 2023, several dozen Last Generation activists blocked roads at several spots around Munchen, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.08515719968561085, \"participants\": 151}, {\"event_id\": \"0ac19174f65fb9041ce4e6a948f3bb17\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 August 2023, 21 Last Generation activists gathered for a march in Dresden, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.29936638694688283, \"participants\": 820}, {\"event_id\": \"1eeb8f04616f04caa7779c1b0a0321ea\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 August 2023, Last Generation activists gathered for a picket protest in Prien am Chiemsee, demanding immediate climate action. To strengthen their protest, they poured a black liquid to local famous fountains.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5549063063129204, \"participants\": 538}, {\"event_id\": \"2396eeb7dddda37dace5f228fcde4cde\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-23\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 23 August 2023, about 40 Last Generation activists blocked roads at several spots across Leipzig, demanding immediate climate action. Law enforcers removed some of them.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.19162739710052545, \"participants\": 442}, {\"event_id\": \"728cf3e326b48cd8ae76759838d1aaee\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-22\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 22 August 2023, around 40 climate activists of the Last Generation protested in Regensburg (Bayern) by blocking three access roads to the BMW factory to denounce the continued burning of fossil fuels in the transport sector. Police forces intervened and removed the protesters from the streets.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6079397272499867, \"participants\": 819}, {\"event_id\": \"c6c0ad1f01d62cc249dbf4698f7fd6b8\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 August 2023, 17 climate activists of the Last Generation protested Leipzig (Sachsen) by blocking the Augustusplatz with sit-ins on the surrounding streets. 9 of the protesters glued themselves onto the street.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.0888319018521528, \"participants\": 668}, {\"event_id\": \"9b5a202409b367fb4cd0c692dc223014\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 August 2023, 55 climate activists of the Last Generation protested in Regensburg (Bayern) by blocking roads. Multiple passerby drivers lend a hand and tired to pull the protesters aside. The police intervened, resolved the protest and took 12 of the protesters into custody.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.056053014422191, \"participants\": 890}, {\"event_id\": \"8e8ca11292c8eeb8c70b5b4b4c551719\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 August 2023, 6 climate activists of the Last Generation protested in Worms (Rheinland-Pfalz) by gluing themselves onto a road close to the market square. After the end of the allocated time slot, police intervened, dispersed the protest and removed the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.5266643310158668, \"participants\": 493}, {\"event_id\": \"27c863b8276d91f364d8a44b5631f363\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-21\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 21 August 2023, climate activists of the Last Generation protested in Stuttgart (Baden-Wurttemberg) by blocking multiple central streets, including the B27 and Charlottenstrasse, with sit-ins. Four climate activists glued themselves onto the B27 and had to be removed by had to be removed by the fire department and police.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6667304612091476, \"participants\": 261}, {\"event_id\": \"ff354c3bc849b05140bafe5533828d1e\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-17\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 17 August 2023, during the morning, several members of Last Generation demonstrated and blocked two streets in Furth (Bayern) to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.25352857310482085, \"participants\": 206}, {\"event_id\": \"87f0ceb0642a37ecb82e0f9d1b04d9ca\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-17\", \"organizers\": [\"Last Generation (Germany)\", \"MLPD: Marxist-Leninist Party of Germany\"], \"description\": \"Around 17 August 2023 (as reported), at the call of Last Generation, people, including members of MLPD, demonstrated in Krefeld (Nordrhein-Westfalen) to denounce the government's responsibility concerning the climate deregulation. They also criticized the criminalization of the climate movement.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7185346684499647, \"participants\": 993}, {\"event_id\": \"a09f82e6772a0c2107847e1842d6de33\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-17\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 17 August 2023, ALG activists demonstrated around the exit of the Frankenschnellweg in Nurnberg (Bayern) to call for climate protection. They glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6231894084515666, \"participants\": 284}, {\"event_id\": \"0859cd9768a67d1c72fef35af42cfea0\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 August 2023, during the evening, around 70 members of Last Generation protested from Potsdamer Platz, then Aslandische Platz, and Mehringdamm in Berlin - Mitte to Berlin - Friedrichshain-Kreuzberg (Berlin) to call for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.4064313757175469, \"participants\": 892}, {\"event_id\": \"74c02bc7c07ee8fcabca67b3f6e290df\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 August 2023, a small group of Last Generation activists demonstrated and slowed down traffic from Hallmarkt to Glauchaer Platz in Halle (Saale) (Sachsen-Anhalt) to call for more climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.3163596320266843, \"participants\": 198}, {\"event_id\": \"5b053fe54ad6f735f71c328d038146cd\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 August 2023, members of Last Generation blocked traffic in the direction of Berliner Street to the train station in Gottingen (Niedersachsen) to call on the government to do more for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -2.0462517782065257, \"participants\": 918}, {\"event_id\": \"db232b687dda6c86c61b4afc31bb5f16\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-15\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 15 August 2023, up to 80 people participated in a protest organized by Last Generation in Wurzburg (Bayern), with around 20 participants blocking the B19 at several points to demand a shift in the government's transport policy and more climate measures. The police ended the unannounced protest and took 43 protesters into temporary custody.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.463978360291754, \"participants\": 130}, {\"event_id\": \"adad1fb36a02b557245f250598a78811\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 August 2023, about 20 climate activists participated in a protest organized by Last generation in Esslingen am Neckar (Baden-Wurttemberg) to draw attention to the disregard of the climate protection law and the softening of the Esslinger climate neutrality decision.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.7831870208834126, \"participants\": 683}, {\"event_id\": \"7119dda5c2c78a127465fe6c31bc72ab\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 August 2023, around 120 people participated in a protest march organized by Last Generation in Wurzburg (Bayern) to demand more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.3103637508173758, \"participants\": 168}, {\"event_id\": \"4475336bc09aa3f5db0928ab10df762d\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-12\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 12 August 2023, 20 Last Generation activists protested at Kottbusser Tor in Berlin - Friedrichshain-Kreuzberg (Berlin), 17 of which glued themselves onto the road, blocking Skalitzer Strasse at the intersection Adalbertstrasse and Skalitzer Strasse at the intersection Reichenberger Strasse, to raise awareness about the consequences of climate change and demand measures from politicians. The police intervened, removed the activists from the street, took their personal details and made reports.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.249323650726757, \"participants\": 787}, {\"event_id\": \"a0fa538e7d563b7036aead73e24ad7b7\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-12\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 12 August 2023, 21 Last Generation activists protested in Bielefeld (Nordrhein-Westfalen), 11 of them glued themselves onto the roads Herforder Strasse, Kreuzstrasse and the intersection Herforder Strasse, Beckhausstrasse and Walther-Rathenau-Strasse, to raise awareness about climate change. Police intervened, removed the activists from the road, and took 10 people into custody.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.09315963188187176, \"participants\": 184}, {\"event_id\": \"cc7cfed66d84122b0d7d2e0bf8b22c07\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-11\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 11 August 2023, 4 Last Generation activists protested on Landingstrasse in Aschaffenburg (Bayern) for more climate protection. Two of them glued themselves onto the road and blocked traffic. Police intervened and removed the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.3558835064998072, \"participants\": 650}, {\"event_id\": \"5db233409ff2880877ce93ac2e28d279\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-10\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 10 August 2023, 10 Last Generation activists protested around the main train station in Essen (Nordrhein-Westfalen) by blocking the surrounding roads with sit-ins and by gluing themselves onto it to protest for more climate protection. The police intervened to protect the activists from angry passer-bys and removed the activists from the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.2074168025895367, \"participants\": 782}, {\"event_id\": \"bb45429cb8fcf199a2700ed790f62109\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 August 2023, 70 members of Last Generation held a protest march starting at Potsdamer Platz and going towards Blucherplatz in Berlin - Friedrichshain-Kreuzberg (Berlin) for more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.12650069535151567, \"participants\": 711}, {\"event_id\": \"3e3da4f6c68be5ccd8926f1e785dde02\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-09\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 9 August 2023, about 35 Last Generation activists started a protest at the harbor in Hamburg - Hamburg-Mitte (Hamburg), aiming to block the road to the Landungs-bridges to raise awareness about climate change. Police was dispatched to the spot and convinced the protesters to stop as the protest was not registered.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6274580793372146, \"participants\": 773}, {\"event_id\": \"5fa30bf9764419bce4b86d0e070fa6d7\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-08\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"Around 8 August 2023 (as reported), 3 members of Last Generation staged a protest and used jackhammers in an attempt to damage the street in front of the Federal Ministry of Transport in Berlin - Mitte (Berlin) to call for climate protection. The activists decided not to plug their jackhammers after the arrival of the police.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.0508657374800105, \"participants\": 981}, {\"event_id\": \"0650b0adddb99a81e0ea1ed2f6b74b97\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-08-02\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 2 August 2023, during the afternoon, 7 members of Last Generation, including an IT employee and an engineer, slowed down traffic on Wolfenbutteler Street and demonstrated in Braunschweig to call for climate protection. They gathered on the occasion of Earth Overshoot Day.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.8202450134322143, \"participants\": 420}, {\"event_id\": \"91b29abe5ba18c8e6759e2296f84d039\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-22\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 22 July 2023, at the call of Last Generation, people demonstrated in Saarbrucken against the current climate policy of the federal government.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.6258873405774357, \"participants\": 764}, {\"event_id\": \"b7eddbf0b73ea5ead14b185284c77300\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-21\", \"organizers\": [\"Last Generation (Germany)\", \"Greenpeace\", \"Attac\", \"GJ: Green Youth (Germany)\", \"Fridays for Future\"], \"description\": \"On 21 July 2023, around 130 people, including members of ALG, Greenpeace, GJ, FFF, and Attac, marched through Braunschweig in favor of freedom of assembly and to denounce the situation of activists who face a fine of up to 3,000 euros. Protesters gathered to demonstrate their determination to continue calling for climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.22387821096665372, \"participants\": 800}, {\"event_id\": \"773802a91adfed9a8385aff48efca3f2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-19\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 19 July 2023, around 20 members of ALG, including a student and artist, demonstrated at the corner of Dortustrasse and Yorckstrasse, along the city canal, to the main train station in Potsdam. They denounced the lack of action of the German government to tackle climate change.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.2469993403114745, \"participants\": 702}, {\"event_id\": \"5966d7c3914166f9b016827b5fd79f85\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-16\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 16 July 2023, around 300 people protested against the German princess Gloria von Thurn in Regensburg at the premiere of the Castle Festival. At the same time, Last Generation activists protested against climate change, with one of their supporters gluing himself to the stage. Von Thurn recently made racist comments which sparked the protests.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.7442689653371407, \"participants\": 478}, {\"event_id\": \"8cf783b011f03a9b54f5cec4e60c6dfe\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, ALG activists gathered for a walking protest in Stuttgart, demanding immediate climate action. Law enforcers ordered them to disperse, which they did peacefully.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5923986866375346, \"participants\": 301}, {\"event_id\": \"b6717ec6cd5c909404226e473c6fc0ba\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 6 Last Generation activists glued themselves to a road in Aachen, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.284363825139456, \"participants\": 602}, {\"event_id\": \"2a22c71092a7ed57e5d2cec37b51a28a\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, Last Generation activists glued themselves to roads at several locations across Halle (Saale), demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.17833566150139785, \"participants\": 930}, {\"event_id\": \"385631663893729e7e17cc406b918846\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, Last Generation activists glued themselves to a road in Freiburg (Elbe), demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.30551320918968067, \"participants\": 582}, {\"event_id\": \"0f9d68dffe8c2608e328fd83b9bc38e6\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, Last Generation activists glued themselves to a road in Munchen, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.0261961826581516, \"participants\": 864}, {\"event_id\": \"cd299367fe9f7390910b6b6cf2aa3a35\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, Last Generation activists glued themselves to a road in Ulm, demanding immediate climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.9962407242868399, \"participants\": 456}, {\"event_id\": \"167b5e18768bb0a759ca0f7bb787de51\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, ALG activists glued themselves to a road in Potsdam, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.818820695133854, \"participants\": 913}, {\"event_id\": \"a76a805df8b7c0bff99e798ad7b70ae9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, over a dozen ALG activists glued themselves to a road in Berlin - Mitte, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.6241975245058313, \"participants\": 780}, {\"event_id\": \"3972b98f4bb4a4a68f1087d38bd3c5cc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, ALG activists glued themselves to a road in Leipzig, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.16003320327585255, \"participants\": 431}, {\"event_id\": \"61dd120e3ac8f6ef7a79dca600bd8422\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, ALG activists glued themselves to a road in Dresden, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -2.7105909120350997, \"participants\": 161}, {\"event_id\": \"a4db267b3d9c5361c18489c287266d7b\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists glued themselves to a road in Braunschweig, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.4941273999979173, \"participants\": 166}, {\"event_id\": \"1ed2224153c3047bc6a80bf39497b0d2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists glued themselves to a road in Koblenz, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6676109846957385, \"participants\": 625}, {\"event_id\": \"1dd6adac424e0503b78a8a8c7cd35b0e\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists glued themselves to a road in Bottrop, demanding immediate climate action. Some bypassing people and angry drivers attacked them; one activist suffered an injury.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.17531842070548928, \"participants\": 479}, {\"event_id\": \"bac1d57b0773e69c1d3772470d44aabe\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 14 ALG activists glued themselves to a road in Gottingen, demanding immediate climate action. Law enforcers removed them from the spot.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.6902524559625245, \"participants\": 449}, {\"event_id\": \"5813fb611441abe96564a412cbe21940\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 7 ALG activists glued themselves to a road in Bremen, demanding immediate climate action. They were later removed from the spot by police forces.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9498225561271438, \"participants\": 423}, {\"event_id\": \"ffb26fa1b0a0364eac217721c5563a3e\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists glued themselves to a road in Oldenburg, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.1765209297281902, \"participants\": 325}, {\"event_id\": \"700bc4efbe8fb3d892ad3c9da7db11fc\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 14 ALG activists glued themselves to roads at three locations across Nurnberg, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.2781737676303235, \"participants\": 592}, {\"event_id\": \"babafeb7143b6d1a1105e1725511df87\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 3 ALG activists glued themselves to a road in Duisburg, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9467020683110248, \"participants\": 137}, {\"event_id\": \"2d48dd1eccbd9dae984d4b6a387ad489\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 3 ALG activists glued themselves to a road in Monchengladbach, demanding immediate climate action. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.31943475462892135, \"participants\": 740}, {\"event_id\": \"e4d1432f87b6531bf33a4ef264e4dc68\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 6 ALG activists glued themselves to a road in Hamburg - Eimsbuttel, demanding immediate climate action. Law enforcers removed them from the spot.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.10419383052659885, \"participants\": 655}, {\"event_id\": \"9b88ccb5d8c2e2f90df1a075b635b2b7\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, climate activist belonging to Last Generation organized a roadblock in Bochum (Nordrhein-Westfalen). They demanded more climate action.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.8270740140339224, \"participants\": 332}, {\"event_id\": \"3ca7cf0de712fdf076b8a8d705ed2256\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-14\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 14 July 2023, 4 ALG activists blocked a bridge in Giessen, demanding immediate climate action. Law enforcers removed and detained some of them.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.4282934376088623, \"participants\": 845}, {\"event_id\": \"916709a4c01829648b6f4d374c741040\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-13\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 13 July 2023, 9 ALG activists glued themselves to a runway at Hamburg Airport in Hamburg - Hamburg-Nord, demanding immediate climate change - and causing significant delays. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -1.3071383093729219, \"participants\": 662}, {\"event_id\": \"7e60318d0be04280221d340166f04797\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-13\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 13 July 2023, 10 ALG activists glued themselves to a runway at the airport in Dusseldorf, demanding immediate climate change - and causing significant delays. They were removed from the spot and detained.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.0911411194165772, \"participants\": 478}, {\"event_id\": \"81c2806b903742544b019e803da30711\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-12\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 12 July 2023, several members of ALG blocked traffic in Stralsund to call for climate protection and against the LNG terminal. One motorist tried to pull the activists off the road, choked them, and drove off pushing with his truck one activist who threatened to get under the truck. Then the driver got out again, pulled the young man to the side and drove past the demonstrators at high speed.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6591966932143294, \"participants\": 888}, {\"event_id\": \"3f08766557729ebece1c1c795824b3ea\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-11\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 11 July 2023, 12 members of ALG blocked traffic on the Europastrasse and the intersection to Gartenstrasse in Konstanz to call for climate protection. Police officers intervened physically to remove the protesters glued to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9563174245843367, \"participants\": 710}, {\"event_id\": \"b1fd23f378e9de1557be7b96dea15812\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-11\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 11 July 2023, 6 members of ALG demonstrated and blocked traffic at Paracelsusstrasse in Halle (Saale) to call for climate protection. A driver broke through the blockade and rammed an activist, who fell to the ground and was slightly injured.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -2.0462262763514447, \"participants\": 824}, {\"event_id\": \"0edfaf3e4e696ddca8dcda34ea2a4bc2\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-10\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 10 July 2023, around 30 members of ALG demonstrated and blocked traffic at the Kronshagener junction, and at the height of Holstein Stadium (on the Westring) in Kiel to call for climate protection, more democracy, and the establishment of a social council. Police officers intervened physically to remove the demonstrators glued to the road. 12 people were arrested.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.6711104012952168, \"participants\": 853}, {\"event_id\": \"3ce848e8ca58983c5692c48d05704200\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-06\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 6 July 2023, 13 members of ALG demonstrated and slowed down traffic from Adelbylund Street to Hafermarkt in Flensburg to call for climate protection. They gathered on the occasion of an appeal of a member against a penalty order.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.4780097417220834, \"participants\": 903}, {\"event_id\": \"94a0ac2cf631c2932bc4a25b633b31f9\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-06\", \"organizers\": [\"Last Generation (Germany)\", \"Health Workers (Germany)\"], \"description\": \"On 6 July 2023, members of ALG, including health workers, demonstrated and blocked traffic at the Pferdemarkt in Oldenburg to denounce the failure of the federal government in the climate emergency. They called for a social council, climate protection, and an end to the use of fossil fuels. Demonstrators glued themselves to the road.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.5464916421755491, \"participants\": 802}, {\"event_id\": \"6a4e909784d3bd7fe03d1410ee3abeb4\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-05\", \"organizers\": [\"BUND\", \"Last Generation (Germany)\"], \"description\": \"On 5 July 2023, around 30 people, including ALG and BUND members, demonstrated across the Theodor Heuss Bridge and towards Bismarckplatz in Heidelberg to denounce that the federal government is not keeping its promises on climate protection.\", \"organizer\": \"BUND\", \"y\": -0.571247905240774, \"participants\": 267}, {\"event_id\": \"b4a107cf44eddd2947484da2a707176f\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 July 2023, around 20 members of ALG demonstrated at the Alter Markt shop in Potsdam for more climate protection.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 1.451123783943841, \"participants\": 868}, {\"event_id\": \"43a67591246ef85d8de09d0188e48d64\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-05\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 5 July 2023, 21 members of ALG demonstrated from Hildegardsplatz to the Forum Allgau in Kempten (Allgau) to call for climate protection. They denounced the lack of policies from the government to achieve it and the criminalization of the climate movement.\", \"organizer\": \"Last Generation (Germany)\", \"y\": 0.9011225650826269, \"participants\": 343}, {\"event_id\": \"30e5594db9a755f6ce5409729088d01d\", \"event_type\": \"protest\", \"source\": \"acled\", \"date\": \"2023-07-03\", \"organizers\": [\"Last Generation (Germany)\"], \"description\": \"On 3 July 2023, Last Generation activists blocked a road in Berlin - Mitte by gluing themselves to a road, demanding immediate climate action. Police detained six of them - some before they managed to apply the glue.\", \"organizer\": \"Last Generation (Germany)\", \"y\": -0.46327178077324616, \"participants\": 387}]}}, {\"mode\": \"vega-lite\"});\n",
-       "</script>"
-      ],
-      "text/plain": [
-       "alt.Chart(...)"
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import altair as alt\n",
-    "\n",
-    "df = pd.DataFrame(events)\n",
-    "df[\"organizer\"] = df[\"organizers\"].apply(lambda x: x[0] if x else \"nooo\")\n",
-    "df[\"y\"] = np.random.normal(loc=0, scale=1, size=len(df))\n",
-    "df[\"participants\"] = np.random.randint(100, 1000, size=len(df))\n",
-    "df.head()\n",
-    "\n",
-    "alt.Chart(df).mark_circle().encode(\n",
-    "    x=\"date:T\",  # T: temporal\n",
-    "    y=\"y:Q\",  # Q: quantitative\n",
-    "    color=\"organizer:N\",  # N: nominal\n",
-    "    size=\"participants:Q\",  # Quantitative size encoding\n",
-    ").properties(width=600, height=300)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = requests.post(\n",
-    "    # \"https://api.dev.mediaimpactmonitor.app/trend\",\n",
-    "    \"http://localhost:8000/trend\",\n",
-    "    json={\n",
-    "        \"trend_type\": \"keywords\",\n",
-    "        \"media_source\": \"news_online\",\n",
-    "        \"topic\": \"climate_change\",\n",
-    "        \"query\": '\"Letzte Generation\"',\n",
-    "        \"start_date\": \"2023-01-01\",\n",
-    "        \"end_date\": \"2023-12-31\",\n",
-    "    },\n",
-    ")\n",
-    "data = res.json()[\"data\"]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "<style>\n",
-       "  #altair-viz-88700e220f67416ab66abf93ba77800b.vega-embed {\n",
-       "    width: 100%;\n",
-       "    display: flex;\n",
-       "  }\n",
-       "\n",
-       "  #altair-viz-88700e220f67416ab66abf93ba77800b.vega-embed details,\n",
-       "  #altair-viz-88700e220f67416ab66abf93ba77800b.vega-embed details summary {\n",
-       "    position: relative;\n",
-       "  }\n",
-       "</style>\n",
-       "<div id=\"altair-viz-88700e220f67416ab66abf93ba77800b\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
-       "  (function(spec, embedOpt){\n",
-       "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-88700e220f67416ab66abf93ba77800b\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-88700e220f67416ab66abf93ba77800b\");\n",
-       "    }\n",
-       "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
-       "    };\n",
-       "\n",
-       "    function maybeLoadScript(lib, version) {\n",
-       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
-       "      return (VEGA_DEBUG[key] == version) ?\n",
-       "        Promise.resolve(paths[lib]) :\n",
-       "        new Promise(function(resolve, reject) {\n",
-       "          var s = document.createElement('script');\n",
-       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
-       "          s.async = true;\n",
-       "          s.onload = () => {\n",
-       "            VEGA_DEBUG[key] = version;\n",
-       "            return resolve(paths[lib]);\n",
-       "          };\n",
-       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
-       "          s.src = paths[lib];\n",
-       "        });\n",
-       "    }\n",
-       "\n",
-       "    function showError(err) {\n",
-       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
-       "      throw err;\n",
-       "    }\n",
-       "\n",
-       "    function displayChart(vegaEmbed) {\n",
-       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
-       "\n",
-       "    if(typeof define === \"function\" && define.amd) {\n",
-       "      requirejs.config({paths});\n",
-       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
-       "    } else {\n",
-       "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.17.0\"))\n",
-       "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
-       "        .catch(showError)\n",
-       "        .then(() => displayChart(vegaEmbed));\n",
-       "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"name\": \"data-8ec922051cdc6b0174da72821652bcbe\"}, \"mark\": {\"type\": \"line\", \"point\": true}, \"encoding\": {\"tooltip\": [{\"field\": \"date\", \"type\": \"temporal\"}, {\"field\": \"value\", \"type\": \"quantitative\"}], \"x\": {\"field\": \"date\", \"type\": \"temporal\"}, \"y\": {\"field\": \"value\", \"type\": \"quantitative\"}}, \"height\": 300, \"width\": 600, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.17.0.json\", \"datasets\": {\"data-8ec922051cdc6b0174da72821652bcbe\": [{\"date\": \"2023-01-01T00:00:00\", \"value\": 34}, {\"date\": \"2023-01-02T00:00:00\", \"value\": 233}, {\"date\": \"2023-01-03T00:00:00\", \"value\": 61}, {\"date\": \"2023-01-04T00:00:00\", \"value\": 99}, {\"date\": \"2023-01-05T00:00:00\", \"value\": 21}, {\"date\": \"2023-01-06T00:00:00\", \"value\": 79}, {\"date\": \"2023-01-07T00:00:00\", \"value\": 33}, {\"date\": 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\"2023-01-27T00:00:00\", \"value\": 52}, {\"date\": \"2023-01-28T00:00:00\", \"value\": 11}, {\"date\": \"2023-01-29T00:00:00\", \"value\": 15}, {\"date\": \"2023-01-30T00:00:00\", \"value\": 20}, {\"date\": \"2023-01-31T00:00:00\", \"value\": 47}, {\"date\": \"2023-02-01T00:00:00\", \"value\": 84}, {\"date\": \"2023-02-02T00:00:00\", \"value\": 130}, {\"date\": \"2023-02-03T00:00:00\", \"value\": 85}, {\"date\": \"2023-02-04T00:00:00\", \"value\": 227}, {\"date\": \"2023-02-05T00:00:00\", \"value\": 33}, {\"date\": \"2023-02-06T00:00:00\", \"value\": 196}, {\"date\": \"2023-02-07T00:00:00\", \"value\": 120}, {\"date\": \"2023-02-08T00:00:00\", \"value\": 75}, {\"date\": \"2023-02-09T00:00:00\", \"value\": 93}, {\"date\": \"2023-02-10T00:00:00\", \"value\": 120}, {\"date\": \"2023-02-11T00:00:00\", \"value\": 63}, {\"date\": \"2023-02-12T00:00:00\", \"value\": 52}, {\"date\": \"2023-02-13T00:00:00\", \"value\": 101}, {\"date\": \"2023-02-14T00:00:00\", \"value\": 53}, {\"date\": \"2023-02-15T00:00:00\", \"value\": 91}, {\"date\": \"2023-02-16T00:00:00\", \"value\": 138}, {\"date\": \"2023-02-17T00:00:00\", \"value\": 106}, {\"date\": \"2023-02-18T00:00:00\", \"value\": 46}, {\"date\": \"2023-02-19T00:00:00\", \"value\": 31}, {\"date\": \"2023-02-20T00:00:00\", \"value\": 268}, {\"date\": \"2023-02-21T00:00:00\", \"value\": 115}, {\"date\": \"2023-02-22T00:00:00\", \"value\": 95}, {\"date\": \"2023-02-23T00:00:00\", \"value\": 168}, {\"date\": \"2023-02-24T00:00:00\", \"value\": 94}, {\"date\": \"2023-02-25T00:00:00\", \"value\": 90}, {\"date\": \"2023-02-26T00:00:00\", \"value\": 27}, {\"date\": \"2023-02-27T00:00:00\", \"value\": 148}, {\"date\": \"2023-02-28T00:00:00\", \"value\": 96}, {\"date\": \"2023-03-01T00:00:00\", \"value\": 31}, {\"date\": \"2023-03-02T00:00:00\", \"value\": 57}, {\"date\": \"2023-03-03T00:00:00\", \"value\": 120}, {\"date\": \"2023-03-04T00:00:00\", \"value\": 169}, {\"date\": \"2023-03-05T00:00:00\", \"value\": 78}, {\"date\": \"2023-03-06T00:00:00\", \"value\": 139}, {\"date\": \"2023-03-07T00:00:00\", \"value\": 322}, {\"date\": \"2023-03-08T00:00:00\", \"value\": 67}, {\"date\": \"2023-03-09T00:00:00\", \"value\": 115}, {\"date\": \"2023-03-10T00:00:00\", \"value\": 90}, {\"date\": \"2023-03-11T00:00:00\", \"value\": 35}, {\"date\": \"2023-03-12T00:00:00\", \"value\": 28}, {\"date\": \"2023-03-13T00:00:00\", \"value\": 113}, {\"date\": \"2023-03-14T00:00:00\", \"value\": 64}, {\"date\": \"2023-03-15T00:00:00\", \"value\": 138}, {\"date\": \"2023-03-16T00:00:00\", \"value\": 28}, {\"date\": \"2023-03-17T00:00:00\", \"value\": 157}, {\"date\": \"2023-03-18T00:00:00\", \"value\": 28}, {\"date\": \"2023-03-19T00:00:00\", \"value\": 41}, {\"date\": \"2023-03-20T00:00:00\", \"value\": 37}, {\"date\": \"2023-03-21T00:00:00\", \"value\": 67}, {\"date\": \"2023-03-22T00:00:00\", \"value\": 77}, {\"date\": \"2023-03-23T00:00:00\", \"value\": 80}, {\"date\": \"2023-03-24T00:00:00\", \"value\": 57}, {\"date\": \"2023-03-25T00:00:00\", \"value\": 126}, {\"date\": \"2023-03-26T00:00:00\", \"value\": 33}, {\"date\": \"2023-03-27T00:00:00\", \"value\": 134}, {\"date\": \"2023-03-28T00:00:00\", \"value\": 68}, {\"date\": \"2023-03-29T00:00:00\", \"value\": 39}, {\"date\": \"2023-03-30T00:00:00\", \"value\": 81}, {\"date\": \"2023-03-31T00:00:00\", \"value\": 74}, {\"date\": \"2023-04-01T00:00:00\", \"value\": 52}, {\"date\": \"2023-04-02T00:00:00\", \"value\": 24}, {\"date\": \"2023-04-03T00:00:00\", \"value\": 34}, {\"date\": \"2023-04-04T00:00:00\", \"value\": 72}, {\"date\": \"2023-04-05T00:00:00\", \"value\": 69}, {\"date\": \"2023-04-06T00:00:00\", \"value\": 155}, {\"date\": \"2023-04-07T00:00:00\", \"value\": 84}, {\"date\": \"2023-04-08T00:00:00\", \"value\": 97}, {\"date\": \"2023-04-09T00:00:00\", \"value\": 11}, {\"date\": \"2023-04-10T00:00:00\", \"value\": 15}, {\"date\": \"2023-04-11T00:00:00\", \"value\": 42}, {\"date\": \"2023-04-12T00:00:00\", \"value\": 156}, {\"date\": \"2023-04-13T00:00:00\", \"value\": 312}, {\"date\": \"2023-04-14T00:00:00\", \"value\": 67}, {\"date\": \"2023-04-15T00:00:00\", \"value\": 97}, {\"date\": \"2023-04-16T00:00:00\", \"value\": 40}, {\"date\": \"2023-04-17T00:00:00\", \"value\": 100}, {\"date\": \"2023-04-18T00:00:00\", \"value\": 244}, {\"date\": \"2023-04-19T00:00:00\", \"value\": 273}, {\"date\": \"2023-04-20T00:00:00\", \"value\": 162}, {\"date\": \"2023-04-21T00:00:00\", \"value\": 305}, {\"date\": \"2023-04-22T00:00:00\", \"value\": 146}, {\"date\": \"2023-04-23T00:00:00\", \"value\": 196}, {\"date\": \"2023-04-24T00:00:00\", \"value\": 572}, {\"date\": \"2023-04-25T00:00:00\", \"value\": 257}, {\"date\": \"2023-04-26T00:00:00\", \"value\": 330}, {\"date\": \"2023-04-27T00:00:00\", \"value\": 242}, {\"date\": \"2023-04-28T00:00:00\", \"value\": 163}, {\"date\": \"2023-04-29T00:00:00\", \"value\": 142}, {\"date\": \"2023-04-30T00:00:00\", \"value\": 139}, {\"date\": \"2023-05-01T00:00:00\", \"value\": 73}, {\"date\": \"2023-05-02T00:00:00\", \"value\": 308}, {\"date\": \"2023-05-03T00:00:00\", \"value\": 143}, {\"date\": \"2023-05-04T00:00:00\", \"value\": 173}, {\"date\": \"2023-05-05T00:00:00\", \"value\": 256}, {\"date\": \"2023-05-06T00:00:00\", \"value\": 114}, {\"date\": \"2023-05-07T00:00:00\", \"value\": 68}, {\"date\": \"2023-05-08T00:00:00\", \"value\": 57}, {\"date\": \"2023-05-09T00:00:00\", \"value\": 89}, {\"date\": \"2023-05-10T00:00:00\", \"value\": 165}, {\"date\": \"2023-05-11T00:00:00\", \"value\": 113}, {\"date\": \"2023-05-12T00:00:00\", \"value\": 103}, {\"date\": \"2023-05-13T00:00:00\", \"value\": 82}, {\"date\": \"2023-05-14T00:00:00\", \"value\": 60}, {\"date\": \"2023-05-15T00:00:00\", \"value\": 126}, {\"date\": \"2023-05-16T00:00:00\", \"value\": 82}, {\"date\": \"2023-05-17T00:00:00\", \"value\": 82}, {\"date\": \"2023-05-18T00:00:00\", \"value\": 103}, {\"date\": \"2023-05-19T00:00:00\", \"value\": 179}, {\"date\": \"2023-05-20T00:00:00\", \"value\": 70}, {\"date\": \"2023-05-21T00:00:00\", \"value\": 140}, {\"date\": \"2023-05-22T00:00:00\", \"value\": 160}, {\"date\": \"2023-05-23T00:00:00\", \"value\": 209}, {\"date\": \"2023-05-24T00:00:00\", \"value\": 896}, {\"date\": \"2023-05-25T00:00:00\", \"value\": 478}, {\"date\": \"2023-05-26T00:00:00\", \"value\": 422}, {\"date\": \"2023-05-27T00:00:00\", \"value\": 172}, {\"date\": \"2023-05-28T00:00:00\", \"value\": 145}, {\"date\": \"2023-05-29T00:00:00\", \"value\": 88}, {\"date\": \"2023-05-30T00:00:00\", \"value\": 111}, {\"date\": \"2023-05-31T00:00:00\", \"value\": 169}, {\"date\": \"2023-06-01T00:00:00\", \"value\": 148}, {\"date\": \"2023-06-02T00:00:00\", \"value\": 162}, {\"date\": \"2023-06-03T00:00:00\", \"value\": 141}, {\"date\": \"2023-06-04T00:00:00\", \"value\": 74}, {\"date\": \"2023-06-05T00:00:00\", \"value\": 209}, {\"date\": \"2023-06-06T00:00:00\", \"value\": 173}, {\"date\": \"2023-06-07T00:00:00\", \"value\": 99}, {\"date\": \"2023-06-08T00:00:00\", \"value\": 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160}, {\"date\": \"2023-06-28T00:00:00\", \"value\": 83}, {\"date\": \"2023-06-29T00:00:00\", \"value\": 58}, {\"date\": \"2023-06-30T00:00:00\", \"value\": 49}, {\"date\": \"2023-07-01T00:00:00\", \"value\": 25}, {\"date\": \"2023-07-02T00:00:00\", \"value\": 9}, {\"date\": \"2023-07-03T00:00:00\", \"value\": 41}, {\"date\": \"2023-07-04T00:00:00\", \"value\": 49}, {\"date\": \"2023-07-05T00:00:00\", \"value\": 43}, {\"date\": \"2023-07-06T00:00:00\", \"value\": 52}, {\"date\": \"2023-07-07T00:00:00\", \"value\": 40}, {\"date\": \"2023-07-08T00:00:00\", \"value\": 11}, {\"date\": \"2023-07-09T00:00:00\", \"value\": 23}, {\"date\": \"2023-07-10T00:00:00\", \"value\": 48}, {\"date\": \"2023-07-11T00:00:00\", \"value\": 36}, {\"date\": \"2023-07-12T00:00:00\", \"value\": 117}, {\"date\": \"2023-07-13T00:00:00\", \"value\": 681}, {\"date\": \"2023-07-14T00:00:00\", \"value\": 505}, {\"date\": \"2023-07-15T00:00:00\", \"value\": 308}, {\"date\": \"2023-07-16T00:00:00\", \"value\": 90}, {\"date\": \"2023-07-17T00:00:00\", \"value\": 73}, {\"date\": \"2023-07-18T00:00:00\", \"value\": 58}, {\"date\": \"2023-07-19T00:00:00\", \"value\": 67}, {\"date\": \"2023-07-20T00:00:00\", \"value\": 68}, {\"date\": \"2023-07-21T00:00:00\", \"value\": 51}, {\"date\": \"2023-07-22T00:00:00\", \"value\": 144}, {\"date\": \"2023-07-23T00:00:00\", \"value\": 39}, {\"date\": \"2023-07-24T00:00:00\", \"value\": 24}, {\"date\": \"2023-07-25T00:00:00\", \"value\": 33}, {\"date\": \"2023-07-26T00:00:00\", \"value\": 36}, {\"date\": \"2023-07-27T00:00:00\", \"value\": 23}, {\"date\": \"2023-07-28T00:00:00\", \"value\": 228}, {\"date\": \"2023-07-29T00:00:00\", \"value\": 142}, {\"date\": \"2023-07-30T00:00:00\", \"value\": 36}, {\"date\": \"2023-07-31T00:00:00\", \"value\": 112}, {\"date\": \"2023-08-01T00:00:00\", \"value\": 34}, {\"date\": \"2023-08-02T00:00:00\", \"value\": 36}, {\"date\": \"2023-08-03T00:00:00\", \"value\": 54}, {\"date\": \"2023-08-04T00:00:00\", \"value\": 15}, {\"date\": \"2023-08-05T00:00:00\", \"value\": 62}, {\"date\": \"2023-08-06T00:00:00\", \"value\": 85}, {\"date\": \"2023-08-07T00:00:00\", \"value\": 21}, {\"date\": \"2023-08-08T00:00:00\", \"value\": 10}, {\"date\": \"2023-08-09T00:00:00\", \"value\": 69}, {\"date\": \"2023-08-10T00:00:00\", \"value\": 93}, {\"date\": \"2023-08-11T00:00:00\", \"value\": 86}, {\"date\": \"2023-08-12T00:00:00\", \"value\": 128}, {\"date\": \"2023-08-13T00:00:00\", \"value\": 14}, {\"date\": \"2023-08-14T00:00:00\", \"value\": 28}, {\"date\": \"2023-08-15T00:00:00\", \"value\": 27}, {\"date\": \"2023-08-16T00:00:00\", \"value\": 121}, {\"date\": \"2023-08-17T00:00:00\", \"value\": 176}, {\"date\": \"2023-08-18T00:00:00\", \"value\": 50}, {\"date\": \"2023-08-19T00:00:00\", \"value\": 23}, {\"date\": \"2023-08-20T00:00:00\", \"value\": 33}, {\"date\": \"2023-08-21T00:00:00\", \"value\": 137}, {\"date\": \"2023-08-22T00:00:00\", \"value\": 125}, {\"date\": \"2023-08-23T00:00:00\", \"value\": 58}, {\"date\": \"2023-08-24T00:00:00\", \"value\": 189}, {\"date\": \"2023-08-25T00:00:00\", \"value\": 87}, {\"date\": \"2023-08-26T00:00:00\", \"value\": 14}, {\"date\": \"2023-08-27T00:00:00\", \"value\": 31}, {\"date\": \"2023-08-28T00:00:00\", \"value\": 185}, {\"date\": \"2023-08-29T00:00:00\", \"value\": 111}, {\"date\": \"2023-08-30T00:00:00\", \"value\": 84}, {\"date\": \"2023-08-31T00:00:00\", \"value\": 45}, {\"date\": \"2023-09-01T00:00:00\", \"value\": 36}, {\"date\": \"2023-09-02T00:00:00\", \"value\": 114}, {\"date\": \"2023-09-03T00:00:00\", \"value\": 68}, {\"date\": \"2023-09-04T00:00:00\", \"value\": 135}, {\"date\": \"2023-09-05T00:00:00\", \"value\": 166}, {\"date\": \"2023-09-06T00:00:00\", \"value\": 99}, {\"date\": \"2023-09-07T00:00:00\", \"value\": 111}, {\"date\": \"2023-09-08T00:00:00\", \"value\": 155}, {\"date\": \"2023-09-09T00:00:00\", \"value\": 42}, {\"date\": \"2023-09-10T00:00:00\", \"value\": 44}, {\"date\": \"2023-09-11T00:00:00\", \"value\": 100}, {\"date\": \"2023-09-12T00:00:00\", \"value\": 47}, {\"date\": \"2023-09-13T00:00:00\", \"value\": 52}, {\"date\": \"2023-09-14T00:00:00\", \"value\": 79}, {\"date\": \"2023-09-15T00:00:00\", \"value\": 105}, {\"date\": \"2023-09-16T00:00:00\", \"value\": 22}, {\"date\": \"2023-09-17T00:00:00\", \"value\": 457}, {\"date\": \"2023-09-18T00:00:00\", \"value\": 384}, {\"date\": \"2023-09-19T00:00:00\", \"value\": 189}, {\"date\": \"2023-09-20T00:00:00\", \"value\": 148}, {\"date\": \"2023-09-21T00:00:00\", \"value\": 172}, {\"date\": \"2023-09-22T00:00:00\", \"value\": 283}, {\"date\": \"2023-09-23T00:00:00\", \"value\": 154}, {\"date\": \"2023-09-24T00:00:00\", \"value\": 315}, {\"date\": \"2023-09-25T00:00:00\", \"value\": 68}, {\"date\": \"2023-09-26T00:00:00\", \"value\": 98}, {\"date\": \"2023-09-27T00:00:00\", \"value\": 44}, {\"date\": \"2023-09-28T00:00:00\", \"value\": 216}, {\"date\": \"2023-09-29T00:00:00\", \"value\": 41}, {\"date\": \"2023-09-30T00:00:00\", \"value\": 71}, {\"date\": \"2023-10-01T00:00:00\", \"value\": 65}, {\"date\": \"2023-10-02T00:00:00\", \"value\": 90}, {\"date\": \"2023-10-03T00:00:00\", \"value\": 49}, {\"date\": \"2023-10-04T00:00:00\", \"value\": 67}, {\"date\": \"2023-10-05T00:00:00\", \"value\": 72}, {\"date\": \"2023-10-06T00:00:00\", \"value\": 23}, {\"date\": \"2023-10-07T00:00:00\", \"value\": 10}, {\"date\": \"2023-10-08T00:00:00\", \"value\": 49}, {\"date\": \"2023-10-09T00:00:00\", \"value\": 45}, {\"date\": \"2023-10-10T00:00:00\", \"value\": 30}, {\"date\": \"2023-10-11T00:00:00\", \"value\": 52}, {\"date\": \"2023-10-12T00:00:00\", \"value\": 64}, {\"date\": \"2023-10-13T00:00:00\", \"value\": 80}, {\"date\": \"2023-10-14T00:00:00\", \"value\": 7}, {\"date\": \"2023-10-15T00:00:00\", \"value\": 8}, {\"date\": \"2023-10-16T00:00:00\", \"value\": 28}, {\"date\": \"2023-10-17T00:00:00\", \"value\": 114}, {\"date\": \"2023-10-18T00:00:00\", \"value\": 29}, {\"date\": \"2023-10-19T00:00:00\", \"value\": 42}, {\"date\": 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\"2023-11-27T00:00:00\", \"value\": 126}, {\"date\": \"2023-11-28T00:00:00\", \"value\": 102}, {\"date\": \"2023-11-29T00:00:00\", \"value\": 107}, {\"date\": \"2023-11-30T00:00:00\", \"value\": 35}, {\"date\": \"2023-12-01T00:00:00\", \"value\": 32}, {\"date\": \"2023-12-02T00:00:00\", \"value\": 7}, {\"date\": \"2023-12-03T00:00:00\", \"value\": 9}, {\"date\": \"2023-12-04T00:00:00\", \"value\": 86}, {\"date\": \"2023-12-05T00:00:00\", \"value\": 18}, {\"date\": \"2023-12-06T00:00:00\", \"value\": 28}, {\"date\": \"2023-12-07T00:00:00\", \"value\": 15}, {\"date\": \"2023-12-08T00:00:00\", \"value\": 20}, {\"date\": \"2023-12-09T00:00:00\", \"value\": 26}, {\"date\": \"2023-12-10T00:00:00\", \"value\": 12}, {\"date\": \"2023-12-11T00:00:00\", \"value\": 8}, {\"date\": \"2023-12-12T00:00:00\", \"value\": 90}, {\"date\": \"2023-12-13T00:00:00\", \"value\": 109}, {\"date\": \"2023-12-14T00:00:00\", \"value\": 70}, {\"date\": \"2023-12-15T00:00:00\", \"value\": 21}, {\"date\": \"2023-12-16T00:00:00\", \"value\": 29}, {\"date\": \"2023-12-17T00:00:00\", \"value\": 110}, {\"date\": \"2023-12-18T00:00:00\", \"value\": 40}, {\"date\": \"2023-12-19T00:00:00\", \"value\": 29}, {\"date\": \"2023-12-20T00:00:00\", \"value\": 26}, {\"date\": \"2023-12-21T00:00:00\", \"value\": 40}, {\"date\": \"2023-12-22T00:00:00\", \"value\": 73}, {\"date\": \"2023-12-23T00:00:00\", \"value\": 21}, {\"date\": \"2023-12-24T00:00:00\", \"value\": 8}, {\"date\": \"2023-12-25T00:00:00\", \"value\": 15}, {\"date\": \"2023-12-26T00:00:00\", \"value\": 11}, {\"date\": \"2023-12-27T00:00:00\", \"value\": 1}, {\"date\": \"2023-12-28T00:00:00\", \"value\": 11}, {\"date\": \"2023-12-29T00:00:00\", \"value\": 27}, {\"date\": \"2023-12-30T00:00:00\", \"value\": 13}, {\"date\": \"2023-12-31T00:00:00\", \"value\": 5}]}}, {\"mode\": \"vega-lite\"});\n",
-       "</script>"
-      ],
-      "text/plain": [
-       "alt.Chart(...)"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df = pd.DataFrame(list(data.items()), columns=[\"date\", \"value\"])\n",
-    "df[\"date\"] = pd.to_datetime(df[\"date\"])  # Convert the date column to datetime type\n",
-    "\n",
-    "alt.Chart(df).mark_line(point=True).encode(\n",
-    "    x=\"date:T\",  # T: temporal\n",
-    "    y=\"value:Q\",  # Q: quantitative\n",
-    "    tooltip=[\"date\", \"value\"],\n",
-    ").properties(width=600, height=300)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = requests.post(\n",
-    "    # \"https://api.dev.mediaimpactmonitor.app/impact\",\n",
-    "    \"http://localhost:8000/impact\",\n",
-    "    json={\n",
-    "        \"cause\": event_ids,\n",
-    "        \"effect\": {\n",
-    "            \"trend_type\": \"keywords\",\n",
-    "            \"media_source\": \"news_online\",\n",
-    "            \"query\": '\"Klima*\"',\n",
-    "        },\n",
-    "        \"method\": \"interrupted_time_series\",\n",
-    "    },\n",
-    ")\n",
-    "data = res.json()[\"data\"]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.collections.PolyCollection at 0x7c0373804a00>"
-      ]
-     },
-     "execution_count": 25,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "import matplotlib.pyplot as plt\n",
-    "import pandas as pd\n",
-    "\n",
-    "pd.Series(data[\"impact_mean\"]).plot()\n",
-    "plt.fill_between(\n",
-    "    pd.Series(data[\"impact_mean\"]).index,\n",
-    "    pd.Series(data[\"impact_mean_lower\"]).values,\n",
-    "    pd.Series(data[\"impact_mean_upper\"]).values,\n",
-    "    alpha=0.5,\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "count    151.000000\n",
-      "mean      12.453919\n",
-      "std      106.016563\n",
-      "min     -172.573853\n",
-      "25%      -53.838501\n",
-      "50%      -13.332367\n",
-      "75%       60.875992\n",
-      "max      415.842525\n",
-      "dtype: float64\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<Axes: >"
-      ]
-     },
-     "execution_count": 22,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "impacts__ = pd.Series(\n",
-    "    [list(ts.values())[4 + 14] for ts in data[\"individual_impacts\"].values()]\n",
-    ")\n",
-    "print(impacts__.describe())\n",
-    "impacts__.hist(bins=50)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "NormaltestResult(statistic=38.361141607881784, pvalue=4.677178450886598e-09)"
-      ]
-     },
-     "execution_count": 23,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "from scipy.stats import normaltest\n",
-    "\n",
-    "normaltest(impacts__)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Small p-value means that it's likely not normal. (However, large p-value does not mean anything, e. g. it can be due to small sample size.)\n",
-    "See https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.normaltest.html."
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "media-impact-monitor-rWf_1CFO-py3.10",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
+   "metadata": {
+      "kernelspec": {
+         "display_name": "Python 3 (ipykernel)",
+         "language": "python",
+         "name": "python3"
+      },
+      "language_info": {
+         "codemirror_mode": {
+            "name": "ipython",
+            "version": 3
+         },
+         "file_extension": ".py",
+         "mimetype": "text/x-python",
+         "name": "python",
+         "nbconvert_exporter": "python",
+         "pygments_lexer": "ipython3",
+         "version": "3.10.12"
+      }
    },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.12"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
+   "nbformat": 4,
+   "nbformat_minor": 2
+}
\ No newline at end of file