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Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 2 new columns ({'volume_usd', 'date'}) and 5 missing columns ({'pollster', 'poll_date', 'divergence_pp', 'poll_pct', 'polymarket_date'}).
This happened while the csv dataset builder was generating data using
hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence/data/colombia-market-odds-timeseries.csv (at revision 3bf8300c5b7ea791e09a24c8d421967baf3ac447), [/tmp/hf-datasets-cache/medium/datasets/99644163302007-config-parquet-and-info-AFOS-Analytics1-colombia--e6c001bf/hub/datasets--AFOS-Analytics1--colombia-2026-electoral-divergence/snapshots/3bf8300c5b7ea791e09a24c8d421967baf3ac447/data/colombia-divergence-timeseries.csv (origin=hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence@3bf8300c5b7ea791e09a24c8d421967baf3ac447/data/colombia-divergence-timeseries.csv), /tmp/hf-datasets-cache/medium/datasets/99644163302007-config-parquet-and-info-AFOS-Analytics1-colombia--e6c001bf/hub/datasets--AFOS-Analytics1--colombia-2026-electoral-divergence/snapshots/3bf8300c5b7ea791e09a24c8d421967baf3ac447/data/colombia-market-odds-timeseries.csv (origin=hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence@3bf8300c5b7ea791e09a24c8d421967baf3ac447/data/colombia-market-odds-timeseries.csv), /tmp/hf-datasets-cache/medium/datasets/99644163302007-config-parquet-and-info-AFOS-Analytics1-colombia--e6c001bf/hub/datasets--AFOS-Analytics1--colombia-2026-electoral-divergence/snapshots/3bf8300c5b7ea791e09a24c8d421967baf3ac447/polls/colombia-first-round-polls.csv (origin=hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence@3bf8300c5b7ea791e09a24c8d421967baf3ac447/polls/colombia-first-round-polls.csv), /tmp/hf-datasets-cache/medium/datasets/99644163302007-config-parquet-and-info-AFOS-Analytics1-colombia--e6c001bf/hub/datasets--AFOS-Analytics1--colombia-2026-electoral-divergence/snapshots/3bf8300c5b7ea791e09a24c8d421967baf3ac447/polls/colombia-runoff-polls.csv (origin=hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence@3bf8300c5b7ea791e09a24c8d421967baf3ac447/polls/colombia-runoff-polls.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
date: string
candidate: string
polymarket_pct: double
volume_usd: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 734
to
{'poll_date': Value('string'), 'pollster': Value('string'), 'candidate': Value('string'), 'poll_pct': Value('float64'), 'polymarket_pct': Value('float64'), 'polymarket_date': Value('string'), 'divergence_pp': Value('float64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1348, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 890, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 951, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 2 new columns ({'volume_usd', 'date'}) and 5 missing columns ({'pollster', 'poll_date', 'divergence_pp', 'poll_pct', 'polymarket_date'}).
This happened while the csv dataset builder was generating data using
hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence/data/colombia-market-odds-timeseries.csv (at revision 3bf8300c5b7ea791e09a24c8d421967baf3ac447), [/tmp/hf-datasets-cache/medium/datasets/99644163302007-config-parquet-and-info-AFOS-Analytics1-colombia--e6c001bf/hub/datasets--AFOS-Analytics1--colombia-2026-electoral-divergence/snapshots/3bf8300c5b7ea791e09a24c8d421967baf3ac447/data/colombia-divergence-timeseries.csv (origin=hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence@3bf8300c5b7ea791e09a24c8d421967baf3ac447/data/colombia-divergence-timeseries.csv), /tmp/hf-datasets-cache/medium/datasets/99644163302007-config-parquet-and-info-AFOS-Analytics1-colombia--e6c001bf/hub/datasets--AFOS-Analytics1--colombia-2026-electoral-divergence/snapshots/3bf8300c5b7ea791e09a24c8d421967baf3ac447/data/colombia-market-odds-timeseries.csv (origin=hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence@3bf8300c5b7ea791e09a24c8d421967baf3ac447/data/colombia-market-odds-timeseries.csv), /tmp/hf-datasets-cache/medium/datasets/99644163302007-config-parquet-and-info-AFOS-Analytics1-colombia--e6c001bf/hub/datasets--AFOS-Analytics1--colombia-2026-electoral-divergence/snapshots/3bf8300c5b7ea791e09a24c8d421967baf3ac447/polls/colombia-first-round-polls.csv (origin=hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence@3bf8300c5b7ea791e09a24c8d421967baf3ac447/polls/colombia-first-round-polls.csv), /tmp/hf-datasets-cache/medium/datasets/99644163302007-config-parquet-and-info-AFOS-Analytics1-colombia--e6c001bf/hub/datasets--AFOS-Analytics1--colombia-2026-electoral-divergence/snapshots/3bf8300c5b7ea791e09a24c8d421967baf3ac447/polls/colombia-runoff-polls.csv (origin=hf://datasets/AFOS-Analytics1/colombia-2026-electoral-divergence@3bf8300c5b7ea791e09a24c8d421967baf3ac447/polls/colombia-runoff-polls.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
poll_date string | pollster string | candidate string | poll_pct float64 | polymarket_pct float64 | polymarket_date string | divergence_pp float64 |
|---|---|---|---|---|---|---|
2025-10-16 | CNC | Iván Cepeda | 8 | 16.5 | 2025-10-16 | 8.5 |
2025-10-16 | CNC | Daniel Quintero | 2.5 | 3.1 | 2025-10-16 | 0.6 |
2025-10-16 | CNC | Abelardo de la Espriella | 13.7 | 34.5 | 2025-10-16 | 20.8 |
2025-10-16 | CNC | Sergio Fajardo | 8.9 | 12.5 | 2025-10-16 | 3.6 |
2025-10-16 | CNC | Vicky Dávila | 6.4 | 13.5 | 2025-10-16 | 7.1 |
2025-10-16 | CNC | Juan Manuel Galán | 2.6 | 0.4 | 2025-10-16 | -2.2 |
2025-11-14 | CNC | Iván Cepeda | 20.9 | 26.5 | 2025-11-14 | 5.6 |
2025-11-14 | CNC | Daniel Quintero | 1.8 | 0.7 | 2025-11-14 | -1.1 |
2025-11-14 | CNC | Abelardo de la Espriella | 14.4 | 35.5 | 2025-11-14 | 21.1 |
2025-11-14 | CNC | Sergio Fajardo | 7.8 | 16.5 | 2025-11-14 | 8.7 |
2025-11-14 | CNC | Vicky Dávila | 3.2 | 4 | 2025-11-14 | 0.8 |
2025-11-14 | CNC | Juan Manuel Galán | 3.3 | 0.9 | 2025-11-14 | -2.4 |
2025-11-14 | CNC | Juan Carlos Pinzón | 0.6 | 2.9 | 2025-11-14 | 2.3 |
2025-11-15 | Yamil Cure S.A.S | Iván Cepeda | 19.6 | 21.5 | 2025-11-15 | 1.9 |
2025-11-15 | Yamil Cure S.A.S | Daniel Quintero | 5.2 | 0.6 | 2025-11-15 | -4.6 |
2025-11-15 | Yamil Cure S.A.S | Abelardo de la Espriella | 15.6 | 35.5 | 2025-11-15 | 19.9 |
2025-11-15 | Yamil Cure S.A.S | Sergio Fajardo | 10.6 | 15.5 | 2025-11-15 | 4.9 |
2025-11-15 | Yamil Cure S.A.S | Vicky Dávila | 4.2 | 2.5 | 2025-11-15 | -1.7 |
2025-11-15 | Yamil Cure S.A.S | Juan Manuel Galán | 5.2 | 7 | 2025-11-15 | 1.8 |
2025-11-15 | Yamil Cure S.A.S | Juan Carlos Pinzón | 2.2 | 3.1 | 2025-11-15 | 0.9 |
2025-11-27 | Invamer | Iván Cepeda | 31.9 | 16.5 | 2025-11-27 | -15.4 |
2025-11-27 | Invamer | Abelardo de la Espriella | 18.2 | 41.5 | 2025-11-27 | 23.3 |
2025-11-27 | Invamer | Sergio Fajardo | 8.5 | 12 | 2025-11-27 | 3.5 |
2025-11-27 | Invamer | Vicky Dávila | 3.7 | 5.1 | 2025-11-27 | 1.4 |
2025-11-27 | Invamer | Juan Manuel Galán | 1.6 | 1.1 | 2025-11-27 | -0.5 |
2025-11-27 | Invamer | Juan Carlos Pinzón | 2.9 | 3.4 | 2025-11-27 | 0.5 |
2025-12-17 | W.A.A | Iván Cepeda | 30.7 | 32.5 | 2025-12-17 | 1.8 |
2025-12-17 | W.A.A | Abelardo de la Espriella | 16.2 | 39 | 2025-12-17 | 22.8 |
2025-12-17 | W.A.A | Sergio Fajardo | 6.7 | 12.5 | 2025-12-17 | 5.8 |
2025-12-17 | W.A.A | Vicky Dávila | 3.6 | 0.7 | 2025-12-17 | -2.9 |
2025-12-17 | W.A.A | Juan Manuel Galán | 1.6 | 1.7 | 2025-12-17 | 0.1 |
2025-12-17 | W.A.A | Juan Carlos Pinzón | 0.7 | 0.4 | 2025-12-17 | -0.3 |
2026-01-08 | AtlasIntel/SEMANA | Iván Cepeda | 26.5 | 35.5 | 2026-01-08 | 9 |
2026-01-08 | AtlasIntel/SEMANA | Abelardo de la Espriella | 28 | 34.5 | 2026-01-08 | 6.5 |
2026-01-08 | AtlasIntel/SEMANA | Paloma Valencia | 5.1 | 9.8 | 2026-01-08 | 4.7 |
2026-01-08 | AtlasIntel/SEMANA | Sergio Fajardo | 9.4 | 11.5 | 2026-01-08 | 2.1 |
2026-01-08 | AtlasIntel/SEMANA | Roy Barreras | 0.2 | 4.6 | 2026-01-08 | 4.4 |
2026-01-15 | Noticias RCN/Gad3 | Iván Cepeda | 30 | 37.5 | 2026-01-15 | 7.5 |
2026-01-15 | Noticias RCN/Gad3 | Abelardo de la Espriella | 22 | 39.5 | 2026-01-15 | 17.5 |
2026-01-15 | Noticias RCN/Gad3 | Paloma Valencia | 3 | 13.4 | 2026-01-15 | 10.4 |
2026-01-15 | Noticias RCN/Gad3 | Sergio Fajardo | 1 | 5 | 2026-01-15 | 4 |
2026-01-15 | Noticias RCN/Gad3 | Roy Barreras | 1 | 0.5 | 2026-01-15 | -0.5 |
2026-01-21 | CNC/Cambio | Iván Cepeda | 28.2 | 39.5 | 2026-01-21 | 11.3 |
2026-01-21 | CNC/Cambio | Abelardo de la Espriella | 15.5 | 35.5 | 2026-01-21 | 20 |
2026-01-21 | CNC/Cambio | Sergio Fajardo | 9.8 | 4.2 | 2026-01-21 | -5.6 |
2026-01-21 | CNC/Cambio | Roy Barreras | 0.3 | 1 | 2026-01-21 | 0.7 |
2026-01-22 | Guarumo/EcoAnalítica | Iván Cepeda | 33.6 | 38 | 2026-01-22 | 4.4 |
2026-01-22 | Guarumo/EcoAnalítica | Abelardo de la Espriella | 18.2 | 35 | 2026-01-22 | 16.8 |
2026-01-22 | Guarumo/EcoAnalítica | Paloma Valencia | 6.9 | 6.7 | 2026-01-22 | -0.2 |
2026-01-22 | Guarumo/EcoAnalítica | Sergio Fajardo | 3.9 | 3.5 | 2026-01-22 | -0.4 |
2026-01-22 | Guarumo/EcoAnalítica | Roy Barreras | 0 | 0.4 | 2026-01-22 | 0.4 |
2026-02-04 | AtlasIntel/SEMANA | Iván Cepeda | 31.4 | 39.5 | 2026-02-04 | 8.1 |
2026-02-04 | AtlasIntel/SEMANA | Abelardo de la Espriella | 32.1 | 36.5 | 2026-02-04 | 4.4 |
2026-02-04 | AtlasIntel/SEMANA | Paloma Valencia | 3.8 | 8 | 2026-02-04 | 4.2 |
2026-02-04 | AtlasIntel/SEMANA | Sergio Fajardo | 7.6 | 3.4 | 2026-02-04 | -4.2 |
2026-02-04 | AtlasIntel/SEMANA | Roy Barreras | 0.3 | 2.2 | 2026-02-04 | 1.9 |
2026-02-20 | CELAG | Iván Cepeda | 38.2 | 40 | 2026-02-20 | 1.8 |
2026-02-20 | CELAG | Abelardo de la Espriella | 25.2 | 39 | 2026-02-20 | 13.8 |
2026-02-20 | CELAG | Paloma Valencia | 4.6 | 7.5 | 2026-02-20 | 2.9 |
2026-02-20 | CELAG | Sergio Fajardo | 4.4 | 2.7 | 2026-02-20 | -1.7 |
2026-02-20 | CELAG | Roy Barreras | 1 | 5.5 | 2026-02-20 | 4.5 |
2026-02-22 | Invamer | Iván Cepeda | 37.1 | 37.5 | 2026-02-22 | 0.4 |
2026-02-22 | Invamer | Abelardo de la Espriella | 18.9 | 38.5 | 2026-02-22 | 19.6 |
2026-02-22 | Invamer | Paloma Valencia | 10 | 7.9 | 2026-02-22 | -2.1 |
2026-02-22 | Invamer | Sergio Fajardo | 6.6 | 1.4 | 2026-02-22 | -5.2 |
2026-02-22 | Invamer | Roy Barreras | 1.8 | 3.5 | 2026-02-22 | 1.7 |
2026-03-12 | AtlasIntel/SEMANA | Iván Cepeda | 36.4 | 45.5 | 2026-03-12 | 9.1 |
2026-03-12 | AtlasIntel/SEMANA | Abelardo de la Espriella | 27.9 | 15.5 | 2026-03-12 | -12.4 |
2026-03-12 | AtlasIntel/SEMANA | Paloma Valencia | 17.5 | 31.4 | 2026-03-12 | 13.9 |
2026-03-12 | AtlasIntel/SEMANA | Sergio Fajardo | 7.8 | 1.4 | 2026-03-12 | -6.4 |
2026-03-12 | AtlasIntel/SEMANA | Roy Barreras | 0.9 | 0.7 | 2026-03-12 | -0.2 |
2026-03-18 | Noticias RCN /Gad3 | Iván Cepeda | 35 | 41.5 | 2026-03-18 | 6.5 |
2026-03-18 | Noticias RCN /Gad3 | Abelardo de la Espriella | 21 | 12.5 | 2026-03-18 | -8.5 |
2026-03-18 | Noticias RCN /Gad3 | Paloma Valencia | 16 | 43.8 | 2026-03-18 | 27.8 |
2026-03-18 | Noticias RCN /Gad3 | Sergio Fajardo | 3 | 0.8 | 2026-03-18 | -2.2 |
2026-03-18 | Noticias RCN /Gad3 | Roy Barreras | 0.1 | 0.4 | 2026-03-18 | 0.3 |
2026-03-20 | CELAG | Iván Cepeda | 40.9 | 41 | 2026-03-20 | 0.1 |
2026-03-20 | CELAG | Abelardo de la Espriella | 15.4 | 16.5 | 2026-03-20 | 1.1 |
2026-03-20 | CELAG | Paloma Valencia | 21.1 | 38.9 | 2026-03-20 | 17.8 |
2026-03-20 | CELAG | Sergio Fajardo | 3.6 | 0.8 | 2026-03-20 | -2.8 |
2026-03-20 | CELAG | Roy Barreras | 0.3 | 0.4 | 2026-03-20 | 0.1 |
2026-03-21 | CNC | Iván Cepeda | 34.5 | 42 | 2026-03-21 | 7.5 |
2026-03-21 | CNC | Abelardo de la Espriella | 15.4 | 17.5 | 2026-03-21 | 2.1 |
2026-03-21 | CNC | Paloma Valencia | 22.2 | 38.8 | 2026-03-21 | 16.6 |
2026-03-21 | CNC | Sergio Fajardo | 3.6 | 0.7 | 2026-03-21 | -2.9 |
2026-03-21 | CNC | Roy Barreras | 0.5 | 0.4 | 2026-03-21 | -0.1 |
2026-03-25 | Guarumo/EcoAnalítica | Iván Cepeda | 37.5 | 41.5 | 2026-03-25 | 4 |
2026-03-25 | Guarumo/EcoAnalítica | Abelardo de la Espriella | 20.2 | 14.5 | 2026-03-25 | -5.7 |
2026-03-25 | Guarumo/EcoAnalítica | Paloma Valencia | 19.9 | 41.8 | 2026-03-25 | 21.9 |
2026-03-25 | Guarumo/EcoAnalítica | Sergio Fajardo | 3.9 | 0.7 | 2026-03-25 | -3.2 |
2026-03-25 | Guarumo/EcoAnalítica | Roy Barreras | 0.6 | 0.3 | 2026-03-25 | -0.3 |
2026-04-09 | Atlas Intel/SEMANA | Iván Cepeda | 40.82 | 39.5 | 2026-04-09 | -1.32 |
2026-04-09 | Atlas Intel/SEMANA | Abelardo de la Espriella | 29.43 | 12.5 | 2026-04-09 | -16.93 |
2026-04-09 | Atlas Intel/SEMANA | Paloma Valencia | 24.79 | 45.1 | 2026-04-09 | 20.31 |
2026-04-09 | Atlas Intel/SEMANA | Sergio Fajardo | 5.38 | 0.4 | 2026-04-09 | -4.98 |
2026-04-09 | Atlas Intel/SEMANA | Roy Barreras | 0.32 | 0.2 | 2026-04-09 | -0.12 |
2026-04-22 | GAD3 | Iván Cepeda | 36 | 34.5 | 2026-04-22 | -1.5 |
2026-04-22 | GAD3 | Abelardo de la Espriella | 21 | 22 | 2026-04-22 | 1 |
2026-04-22 | GAD3 | Paloma Valencia | 13 | 41.3 | 2026-04-22 | 28.3 |
2026-04-22 | GAD3 | Sergio Fajardo | 2.5 | 0.4 | 2026-04-22 | -2.1 |
AFOS — Colombia 2026 Electoral Divergence Dataset
🌐 English · Español · Português
Open dataset cross-referencing opinion polls × prediction markets for Colombia's 2026 presidential election (first round 31 May 2026; runoff 21 June 2026, Abelardo de la Espriella vs Iván Cepeda), built like the AFOS Brazil & Peru datasets: sources are reported side by side with explicit divergence, not blended into a single average.
Maintained by AFOS Analytics. Part of AFOS's expansion of its electoral-divergence method across Latin America. No personal data — only public electoral information.
English
| Path | Rows | Content |
|---|---|---|
polls/colombia-first-round-polls.csv |
170 | First-round voting intention, long format (one row per candidate × poll), 10 candidates, 29 polls, 2025→May 2026. |
polls/colombia-polls.json |
— | Full structured polls with methodology. |
data/colombia-market-odds-timeseries.csv |
4,620 | Daily Polymarket win-probability per candidate (19 candidates, Jul 2025→Jun 2026) from the "Colombia Presidential Election" market. |
data/colombia-divergence-timeseries.csv |
121 | Market × poll divergence per candidate — each first-round poll joined to the candidate's market odds on its date. |
data/colombia-poly-raw.json |
— | Raw Polymarket payload (provenance). |
Runoff note: the runoff (de la Espriella vs Cepeda, 21 Jun) is in the market series, but Wikipedia's runoff polling is published as hypothetical-matchup matrices that don't parse cleanly, so the poll side here is first round only.
⚖️ Notable divergences (why divergence beats the average)
The point of this dataset is the gap between what the market prices (probability of winning) and what polls measure (first-round vote share). Averaging the two would erase exactly the signal below. From the latest pre-election poll (Invamer, 20 May 2026):
- Abelardo de la Espriella — poll 31.6% × market 43.5% (+11.9pp). The market priced his win probability ~12 points above his first-round vote-share polling — and he won the first round with 43.7%. The market's signal matched the result; vote-share polls understated him.
- Iván Cepeda — poll 44.6% × market 43.5% (−1.1pp). Near-zero divergence: market and polls agreed he led on vote share, but priced him roughly even with Espriella to win — foreshadowing a tight runoff.
- Paloma Valencia — poll 14% × market 14.5% (+0.5pp): market and polls in lockstep.
- Earlier in the cycle the market ran below some candidates' vote share (e.g. Daniel Quintero, Nov 2025, poll 5.2% × market 0.6%, −4.6pp) — it never believed they could win.
The reading: a single blended "market + polls" average would have shown Cepeda comfortably ahead and hidden that the market gave the eventual first-round winner (Espriella) a far higher chance than his vote-share suggested. The divergence was the signal.
Español
Dataset abierto que cruza encuestas × mercados de predicción para la elección presidencial de Colombia 2026 (primera vuelta 31 may; segunda vuelta 21 jun, de la Espriella vs Cepeda), con divergencia explícita en lugar de un promedio único.
polls/colombia-first-round-polls.csv— intención de voto en primera vuelta, formato largo, 10 candidatos, 29 encuestas (2025→may 2026).data/colombia-market-odds-timeseries.csv/colombia-divergence-timeseries.csv— probabilidad de Polymarket por candidato y divergencia mercado × encuesta.
⚖️ Divergencias destacadas (por qué la divergencia supera al promedio)
Lo importante es la brecha entre lo que valora el mercado (probabilidad de ganar) y lo que miden las encuestas (voto de primera vuelta). De la última encuesta preelectoral (Invamer, 20 may 2026):
- Abelardo de la Espriella — encuesta 31,6% × mercado 43,5% (+11,9pp). El mercado valoró su probabilidad de ganar ~12 puntos por encima de su voto — y ganó la primera vuelta con 43,7%. La señal del mercado coincidió con el resultado; las encuestas lo subestimaron.
- Iván Cepeda — encuesta 44,6% × mercado 43,5% (−1,1pp). Divergencia casi nula: mercado y encuestas coincidían en que lideraba en voto, pero lo valoraban casi a la par con Espriella para ganar — anticipando un balotaje reñido.
- Paloma Valencia — encuesta 14% × mercado 14,5% (+0,5pp): mercado y encuestas al unísono.
- Daniel Quintero — (nov 2025) encuesta 5,2% × mercado 0,6% (−4,6pp): el mercado nunca creyó que pudiera ganar.
La lectura: un promedio "mercado + encuestas" habría mostrado a Cepeda cómodamente al frente y ocultado que el mercado le dio al ganador efectivo de primera vuelta (Espriella) una probabilidad mucho mayor que su voto. La divergencia era la señal.
Encuestadoras: Invamer, AtlasIntel, CNC, Guarumo, GAD3, CELAG. Fuente: Wikipedia + AS/COA. Licencia: CC BY 4.0 (atribuir a AFOS Analytics y a las encuestadoras). Investigación observacional; no es asesoría de inversión ni orientación de voto.
Português
Dataset aberto cruzando pesquisas × mercados de previsão para a eleição presidencial da Colômbia 2026 (1º turno 31/mai; 2º turno 21/jun, de la Espriella × Cepeda), com divergência explícita entre fontes. Pesquisas (10 candidatos, 29 do 1º turno) compiladas da Wikipedia + AS/COA; odds do Polymarket. Licença CC BY 4.0 (atribuir AFOS Analytics + institutos). Pesquisa observacional; não é recomendação de investimento nem orientação de voto.
⚖️ Divergências em destaque (por que a divergência supera a média)
O ponto é a diferença entre o que o mercado precifica (probabilidade de vencer) e o que as pesquisas medem (voto de 1º turno). Da última pesquisa pré-eleição (Invamer, 20/mai/2026):
- Abelardo de la Espriella — pesquisa 31,6% × mercado 43,5% (+11,9pp). O mercado precificou a chance de vencer dele ~12 pontos acima do voto — e ele venceu o 1º turno com 43,7%. O sinal do mercado bateu com o resultado; a pesquisa o subestimou.
- Iván Cepeda — pesquisa 44,6% × mercado 43,5% (−1,1pp). Divergência quase nula: mercado e pesquisa concordavam que ele liderava em voto, mas o precificavam quase empatado com Espriella para vencer — antecipando um 2º turno apertado.
- Paloma Valencia — pesquisa 14% × mercado 14,5% (+0,5pp): mercado e pesquisa em uníssono.
- Daniel Quintero — (nov 2025) pesquisa 5,2% × mercado 0,6% (−4,6pp): o mercado nunca acreditou que ele pudesse vencer.
A leitura: uma média "mercado + pesquisas" mostraria Cepeda confortavelmente à frente e esconderia que o mercado deu ao vencedor efetivo do 1º turno (Espriella) uma chance bem maior que o voto dele. A divergência era o sinal.
Sources / Fuentes: Pollsters (Invamer, AtlasIntel, CNC, Guarumo, GAD3, CELAG, …) · Wikipedia — 2026 Colombian presidential election · AS/COA poll tracker · Polymarket. Column definitions in DATA_DICTIONARY.md.
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