How often stories included each key fact
For each group of stories and each fact (O1-O9, plus the voice split for O3b and O4), how many stories included it.
Unit of observation: Story group by fact
| group | fact_code | fact | rebuts_claims_of | stories_including stories | stories_coded stories | share_including fraction |
|---|---|---|---|---|---|---|
| Mainstream news | O1 | Tax relief survives repeal | No side | 9 | 58 | 0.155 |
| Mainstream news | O2 | Revenue not dedicated to K-12 | No side | 8 | 58 | 0.138 |
| Mainstream news | O3a | Collections start in 2029 | Neither (timing) | 33 | 58 | 0.569 |
| Mainstream news | O3b | No current appropriation relies on it | No side | 7 | 58 | 0.121 |
| Mainstream news | O4 | 2027-29 budget outlook counts on it | Yes side | 7 | 58 | 0.121 |
| Mainstream news | O5 | Threshold can be lowered by simple majority | No side | 15 | 58 | 0.259 |
| Mainstream news | O6 | Estimate is static / revenue volatile | No side | 4 | 58 | 0.069 |
| Mainstream news | O7 | Union funding / No side outraised Yes | No side | 6 | 58 | 0.103 |
| Mainstream news | O8 | Heywood's personal financial interest | Yes side | 1 | 58 | 0.017 |
| Mainstream news | O9 | Legal risk to capital gains tax | No side | 1 | 58 | 0.017 |
| Mainstream TV news | O1 | Tax relief survives repeal | No side | 3 | 27 | 0.111 |
| Mainstream TV news | O2 | Revenue not dedicated to K-12 | No side | 3 | 27 | 0.111 |
| Mainstream TV news | O3a | Collections start in 2029 | Neither (timing) | 15 | 27 | 0.556 |
| Mainstream TV news | O3b | No current appropriation relies on it | No side | 4 | 27 | 0.148 |
| Mainstream TV news | O4 | 2027-29 budget outlook counts on it | Yes side | 3 | 27 | 0.111 |
| Mainstream TV news | O5 | Threshold can be lowered by simple majority | No side | 9 | 27 | 0.333 |
| Mainstream TV news | O6 | Estimate is static / revenue volatile | No side | 0 | 27 | 0 |
| Mainstream TV news | O7 | Union funding / No side outraised Yes | No side | 0 | 27 | 0 |
| Mainstream TV news | O8 | Heywood's personal financial interest | Yes side | 0 | 27 | 0 |
| Mainstream TV news | O9 | Legal risk to capital gains tax | No side | 1 | 27 | 0.037 |
| Mainstream print/public/online news | O1 | Tax relief survives repeal | No side | 6 | 31 | 0.194 |
| Mainstream print/public/online news | O2 | Revenue not dedicated to K-12 | No side | 5 | 31 | 0.161 |
| Mainstream print/public/online news | O3a | Collections start in 2029 | Neither (timing) | 18 | 31 | 0.581 |
| Mainstream print/public/online news | O3b | No current appropriation relies on it | No side | 3 | 31 | 0.097 |
| Mainstream print/public/online news | O4 | 2027-29 budget outlook counts on it | Yes side | 4 | 31 | 0.129 |
| Mainstream print/public/online news | O5 | Threshold can be lowered by simple majority | No side | 6 | 31 | 0.194 |
| Mainstream print/public/online news | O6 | Estimate is static / revenue volatile | No side | 4 | 31 | 0.129 |
| Mainstream print/public/online news | O7 | Union funding / No side outraised Yes | No side | 6 | 31 | 0.194 |
| Mainstream print/public/online news | O8 | Heywood's personal financial interest | Yes side | 1 | 31 | 0.032 |
| Mainstream print/public/online news | O9 | Legal risk to capital gains tax | No side | 0 | 31 | 0 |
| Conservative news | O1 | Tax relief survives repeal | No side | 5 | 16 | 0.313 |
| Conservative news | O2 | Revenue not dedicated to K-12 | No side | 7 | 16 | 0.438 |
| Conservative news | O3a | Collections start in 2029 | Neither (timing) | 7 | 16 | 0.438 |
| Conservative news | O3b | No current appropriation relies on it | No side | 4 | 16 | 0.25 |
| Conservative news | O4 | 2027-29 budget outlook counts on it | Yes side | 2 | 16 | 0.125 |
| Conservative news | O5 | Threshold can be lowered by simple majority | No side | 3 | 16 | 0.188 |
| Conservative news | O6 | Estimate is static / revenue volatile | No side | 0 | 16 | 0 |
| Conservative news | O7 | Union funding / No side outraised Yes | No side | 4 | 16 | 0.25 |
| Conservative news | O8 | Heywood's personal financial interest | Yes side | 1 | 16 | 0.063 |
| Conservative news | O9 | Legal risk to capital gains tax | No side | 1 | 16 | 0.063 |
| Conservative opinion | O1 | Tax relief survives repeal | No side | 4 | 16 | 0.25 |
| Conservative opinion | O2 | Revenue not dedicated to K-12 | No side | 7 | 16 | 0.438 |
| Conservative opinion | O3a | Collections start in 2029 | Neither (timing) | 12 | 16 | 0.75 |
| Conservative opinion | O3b | No current appropriation relies on it | No side | 7 | 16 | 0.438 |
| Conservative opinion | O4 | 2027-29 budget outlook counts on it | Yes side | 4 | 16 | 0.25 |
| Conservative opinion | O5 | Threshold can be lowered by simple majority | No side | 3 | 16 | 0.188 |
| Conservative opinion | O6 | Estimate is static / revenue volatile | No side | 3 | 16 | 0.188 |
| Conservative opinion | O7 | Union funding / No side outraised Yes | No side | 4 | 16 | 0.25 |
| Conservative opinion | O8 | Heywood's personal financial interest | Yes side | 0 | 16 | 0 |
| Conservative opinion | O9 | Legal risk to capital gains tax | No side | 0 | 16 | 0 |
| Mainstream opinion | O1 | Tax relief survives repeal | No side | 1 | 8 | 0.125 |
| Mainstream opinion | O2 | Revenue not dedicated to K-12 | No side | 1 | 8 | 0.125 |
| Mainstream opinion | O3a | Collections start in 2029 | Neither (timing) | 2 | 8 | 0.25 |
| Mainstream opinion | O3b | No current appropriation relies on it | No side | 0 | 8 | 0 |
| Mainstream opinion | O4 | 2027-29 budget outlook counts on it | Yes side | 2 | 8 | 0.25 |
| Mainstream opinion | O5 | Threshold can be lowered by simple majority | No side | 2 | 8 | 0.25 |
| Mainstream opinion | O6 | Estimate is static / revenue volatile | No side | 0 | 8 | 0 |
| Mainstream opinion | O7 | Union funding / No side outraised Yes | No side | 2 | 8 | 0.25 |
| Mainstream opinion | O8 | Heywood's personal financial interest | Yes side | 1 | 8 | 0.125 |
| Mainstream opinion | O9 | Legal risk to capital gains tax | No side | 0 | 8 | 0 |
| Progressive (all) | O1 | Tax relief survives repeal | No side | 5 | 19 | 0.263 |
| Progressive (all) | O2 | Revenue not dedicated to K-12 | No side | 1 | 19 | 0.053 |
| Progressive (all) | O3a | Collections start in 2029 | Neither (timing) | 5 | 19 | 0.263 |
| Progressive (all) | O3b | No current appropriation relies on it | No side | 0 | 19 | 0 |
| Progressive (all) | O4 | 2027-29 budget outlook counts on it | Yes side | 2 | 19 | 0.105 |
| Progressive (all) | O5 | Threshold can be lowered by simple majority | No side | 0 | 19 | 0 |
| Progressive (all) | O6 | Estimate is static / revenue volatile | No side | 0 | 19 | 0 |
| Progressive (all) | O7 | Union funding / No side outraised Yes | No side | 2 | 19 | 0.105 |
| Progressive (all) | O8 | Heywood's personal financial interest | Yes side | 7 | 19 | 0.368 |
| Progressive (all) | O9 | Legal risk to capital gains tax | No side | 2 | 19 | 0.105 |
| Mainstream news | O3b-fact | No current appropriation relies on it (stated as fact) | No side | 2 | 58 | 0.034 |
| Mainstream news | O3b-advocate | No current appropriation relies on it (only in an advocate quote) | No side | 5 | 58 | 0.086 |
| Mainstream news | O4-fact | 2027-29 budget outlook counts on it (stated as fact) | Yes side | 6 | 58 | 0.103 |
| Mainstream news | O4-advocate | 2027-29 budget outlook counts on it (only in an advocate quote) | Yes side | 1 | 58 | 0.017 |
| Mainstream TV news | O3b-fact | No current appropriation relies on it (stated as fact) | No side | 1 | 27 | 0.037 |
| Mainstream TV news | O3b-advocate | No current appropriation relies on it (only in an advocate quote) | No side | 3 | 27 | 0.111 |
| Mainstream TV news | O4-fact | 2027-29 budget outlook counts on it (stated as fact) | Yes side | 2 | 27 | 0.074 |
| Mainstream TV news | O4-advocate | 2027-29 budget outlook counts on it (only in an advocate quote) | Yes side | 1 | 27 | 0.037 |
| Mainstream print/public/online news | O3b-fact | No current appropriation relies on it (stated as fact) | No side | 1 | 31 | 0.032 |
| Mainstream print/public/online news | O3b-advocate | No current appropriation relies on it (only in an advocate quote) | No side | 2 | 31 | 0.065 |
| Mainstream print/public/online news | O4-fact | 2027-29 budget outlook counts on it (stated as fact) | Yes side | 4 | 31 | 0.129 |
| Mainstream print/public/online news | O4-advocate | 2027-29 budget outlook counts on it (only in an advocate quote) | Yes side | 0 | 31 | 0 |
| Conservative news | O3b-fact | No current appropriation relies on it (stated as fact) | No side | 1 | 16 | 0.063 |
| Conservative news | O3b-advocate | No current appropriation relies on it (only in an advocate quote) | No side | 3 | 16 | 0.188 |
| Conservative news | O4-fact | 2027-29 budget outlook counts on it (stated as fact) | Yes side | 0 | 16 | 0 |
| Conservative news | O4-advocate | 2027-29 budget outlook counts on it (only in an advocate quote) | Yes side | 2 | 16 | 0.125 |
| Conservative opinion | O3b-fact | No current appropriation relies on it (stated as fact) | No side | 0 | 16 | 0 |
| Conservative opinion | O3b-advocate | No current appropriation relies on it (only in an advocate quote) | No side | 0 | 16 | 0 |
| Conservative opinion | O4-fact | 2027-29 budget outlook counts on it (stated as fact) | Yes side | 0 | 16 | 0 |
| Conservative opinion | O4-advocate | 2027-29 budget outlook counts on it (only in an advocate quote) | Yes side | 0 | 16 | 0 |
| Mainstream opinion | O3b-fact | No current appropriation relies on it (stated as fact) | No side | 0 | 8 | 0 |
| Mainstream opinion | O3b-advocate | No current appropriation relies on it (only in an advocate quote) | No side | 0 | 8 | 0 |
| Mainstream opinion | O4-fact | 2027-29 budget outlook counts on it (stated as fact) | Yes side | 0 | 8 | 0 |
| Mainstream opinion | O4-advocate | 2027-29 budget outlook counts on it (only in an advocate quote) | Yes side | 0 | 8 | 0 |
| Progressive (all) | O3b-fact | No current appropriation relies on it (stated as fact) | No side | 0 | 19 | 0 |
| Progressive (all) | O3b-advocate | No current appropriation relies on it (only in an advocate quote) | No side | 0 | 19 | 0 |
| Progressive (all) | O4-fact | 2027-29 budget outlook counts on it (stated as fact) | Yes side | 0 | 19 | 0 |
| Progressive (all) | O4-advocate | 2027-29 budget outlook counts on it (only in an advocate quote) | Yes side | 0 | 19 | 0 |
7 field definitions
| Field | Type | Meaning | Units | Value type |
|---|---|---|---|---|
group |
string | Story group, e.g. "Mainstream news" (news, explainer, fact check and broadcast stories from mainstream outlets). | — | derived |
fact_code |
string | Codebook fact code; -fact / -advocate suffix = voice split. | — | derived |
fact |
string | Plain-language fact. | — | derived |
rebuts_claims_of |
string | Which campaign's claims the fact rebuts. | — | derived |
stories_including |
integer | Stories that included the fact. | stories | derived |
stories_coded |
integer | Stories coded for the fact. | stories | derived |
share_including |
number | stories_including / stories_coded. | fraction | derived |