Datasets:

infinite-dataset-hub
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EvidentiaryBias

idx int64 0 99	description stringlengths 50 123	type stringlengths 5 16	crime stringlengths 3 18	strength int64 0 5	label stringclasses 2 values
0	A fingerprint found at the crime scene that matches the defendant's	Physical	Burglary	2	Neutral
1	Testimony from a witness claiming the defendant was seen near the crime scene	Testimonial	Theft	3	Potential Bias
2	CCTV footage of the area but the face is not visible	Digital	Assault	1	Neutral
3	A weapon linked to the defendant with forensic analysis	Physical	Assault	4	Neutral
4	Eyewitness report of the defendant's car speeding away from the crime scene	Testimonial	Drug Possession	2	Potential Bias
5	A receipt from a store with a timestamped photo, showing the defendant's purchase	Documentary	Fraud	0	Neutral
6	Defendant's previous arrest record, even though no conviction, mentioned in witness testimony	Testimonial	Fraud	5	Potential Bias
7	A log entry from a rental car company showing the defendant's name on a rental agreement	Documentary	Fraud	1	Neutral
8	Eyewitness claim of the defendant's violent behavior	Testimonial	Robbery	5	Potential Bias
9	An alibi provided by a credible witness with no connection to the defendant	Testimonial	Robbery	0	Neutral
10	Eyewitness report of the defendant's aggressive behavior at a bar	Testimonial	Assault	3	Potential Bias
11	A receipt from a store showing the defendant's purchase at the time of the crime	Documentary	Embezzlement	0	Neutral
12	Eyewitness report of the defendant's aggressive behavior at a bar	Testimonial	Assault	3	Potential Bias
13	Ink sample analysis from a notary stamp on a contract	Forensic	Forgery	0	Neutral
14	DNA evidence that was mishandled by the lab technician	Forensic	Homicide	0	Potential Bias
15	A handwritten note found at the crime scene, in the defendant's handwriting	Physical	Homicide	0	Neutral
16	Witness's close personal relationship with the prosecuting attorney, which may affect their testimony	Testimonial	Homicide	4	Potential Bias
17	A record of a previous traffic stop involving the defendant	Traffic	Reckless Driving	0	Neutral
18	Gas station CCTV footage, partial view, no license plate visible	Digital	Murder	3	Potential Bias
19	Expert analysis showing the time of death aligns with the defendant's known whereabouts	Forensic	Homicide	0	Neutral
20	Historical arrest record of the defendant, not related to the current crime	Criminal History	Drug Trafficking	1	Potential Bias
21	DNA evidence found on a doorknob, not directly linked to the defendant or the crime scene	Biological	Homicide	0	Neutral
22	Historical arrest record of the defendant, not related to the current crime	Criminal History	Drug Trafficking	1	Potential Bias
23	Electronic communication suggesting the defendant's involvement in a money laundering scheme	Digital	Money Laundering	0	Neutral
24	An eyewitness report that contradicts the victim's account	Testimonial	Fraud	3	Potential Bias
25	A recording of a phone call between the defendant and an unknown number discussing the crime	Digital	Fraud	0	Neutral
26	Forensic analyst's previous employment with the victim's family, casting doubt on evidence evaluation	Digital	Murder	3	Potential Bias
27	An analysis of footprints found at a burglary scene that do not match the defendant's	Physical	Burglary	0	Neutral
28	Stolen vehicle reported in possession of the defendant	Physical	Theft	4	Potential Bias
29	An old, heavily erased receipt found in the defendant's home relating to the purchase of a weapon similar to the crime tool	Documentary	Armed Robbery	0	Neutral
30	Prior victim testimony, suggesting the defendant has a history of violence	Testimonial	Homicide	4	Potential Bias
31	A journal entry dated from the day of the crime, but the authorship is unverified	Written	Fraud	0	Neutral
32	Prior victim testimony, suggesting the defendant has a history of violence	Testimonial	Homicide	4	Potential Bias
33	A confidential informant's tip linking the defendant to an organized crime ring	Testimonial	Organized Crime	0	Neutral
34	Social media posts that seem to favor the defendant	Digital	Hate Crime	1	Potential Bias
35	A photograph of the crime scene that was taken by a neutral third-party investigator	Digital	Robbery	0	Neutral
36	Defendant's attire suggesting wealth, contrasting with the typical profile of the victim	Physical	Robbery	3	Potential Bias
37	Photographs of a defendant in possession of personal items at a different location than the crime scene	Physical	Identity Theft	1	Neutral
38	Evidence found in the defendant's home that does not relate to the crime	Physical	Fraud	1	Potential Bias
39	A DNA sample from the crime scene that shows a partial match with the defendant, not a full match	Biological	Kidnapping	0	Neutral
40	Photographs of the defendant in a group known for criminal activity	Association	Robbery	5	Potential Bias
41	A found item, a pen, with the initials 'D.G.' but no direct link to the crime	Physical	Burglary	0	Neutral
42	Photographs of the defendant in a group known for criminal activity	Association	Robbery	5	Potential Bias
43	A study of the defendant's shopping habits as per credit card transactions	Financial	White Collar Crime	0	Neutral
44	An old police report indicating a history of domestic violence in the defendant's family	Historical	Domestic Violence	5	Potential Bias
45	A DNA sample from a piece of clothing found on the victim, but with no clear match to the defendant	Biological	Sexual Assault	0	Neutral
46	Police officer's discriminatory remark made during the arrest, later recounted in the court proceedings	Testimonial	Theft	5	Potential Bias
47	A statement from a victim reporting an incident without any direct link to the defendant	Testimonial	Battery	0	Neutral
48	Social media post by the defendant glorifying a criminal act	Digital	Incitement	5	Potential Bias
49	The discovery of a second, unrelated crime in the vicinity that introduces a new suspect	Contextual	Arson	0	Neutral
50	Expert testimony questioning the time frame of the defendant's whereabouts	Expert Testimony	Fraud	2	Potential Bias
51	An alibi witness confirming the defendant was at a different location during the crime	Testimonial	Robbery	0	Neutral
52	Expert testimony questioning the time frame of the defendant's whereabouts	Expert Testimony	Fraud	2	Potential Bias
53	Autopsy report indicating the time of death does not align with the defendant's alibi	Forensic	Homicide	0	Neutral
54	Photographs of the defendant with a known criminal in public	Social	Arson	4	Potential Bias
55	A financial transaction log that shows no direct connection to the defendant	Documentary	Embezzlement	0	Neutral
56	Evidence collected by a team known for prioritizing certain demographic groups	Digital	Drug Trafficking	4	Potential Bias
57	An alibi witness confirming the defendant's presence at a different location during the time of the crime	Testimonial	Robbery	0	Neutral
58	Witness account of the defendant wearing a red jacket at the time of the crime	Testimonial	Arson	3	Potential Bias
59	Photographs showing the defendant's vehicle parked in a location opposite to the crime scene	Digital	Fraud	0	Neutral
60	The defendant's social media activity showing bias against the victim	Social Media	Hate Crime	3	Potential Bias
61	A public record of a warrant issued for the defendant's arrest on an unrelated charge	Legal	Arson	0	Neutral
62	The defendant's social media activity showing bias against the victim	Social Media	Hate Crime	3	Potential Bias
63	Evaluation of the defendant's alibi based on witness testimony and security camera footage	Testimonial	Vandalism	0	Neutral
64	In-court testimony by a character witness who has a close relationship with the defendant	Testimonial	DUI	2	Potential Bias
65	A duplicate key found in the defendant's possession, but not linked to the crime	Physical	Theft	0	Neutral
66	Social media post of the defendant expressing racial prejudice before the crime	Digital	Hate Crime	5	Potential Bias
67	A security camera recording showing a different individual committing the crime	Digital	Theft	0	Neutral
68	A receipt from a store in the defendant's name found at the crime scene	Physical	Burglary	2	Potential Bias
69	Confirmation of the defendant's cell phone was not in use at the time of the crime	Technological	Fraud	0	Neutral
70	A neighbor's account of the defendant's disrespectful behavior towards the victim	Testimonial	Domestic Violence	4	Potential Bias
71	A matchbook from a bar where the defendant and another person were seen, but no crime occurred there	Associational	Insider Trading	0	Neutral
72	A neighbor's account claiming the defendant made derogatory remarks about the victim	Testimonial	Battery	4	Potential Bias
73	A database query of phone records showing the defendant's location during the time of the crime	Digital	Fraud	0	Neutral
74	A journal entry suggesting the defendant was in a different city during the crime	Documentary	Kidnapping	0	Potential Bias
75	A record of an alibi provided by the defendant, corroborated by multiple sources	Testimonial	Insurance Fraud	0	Neutral
76	Police pursuit footage showing high-speed chase primarily in low-income neighborhoods	Digital	Assault	3	Potential Bias
77	A record of a defendant's employment history showing no previous criminal behavior	Documentary	Insider Trading	0	Neutral
78	Evidence suggesting the defendant was in another city at the time of the crime	Digital	Rape	1	Potential Bias
79	Handwriting analysis suggesting that the signature on a forged document closely resembles the defendant's known handwriting	Forensic	Forgery	0	Neutral
80	Evidence of the defendant's recent financial gain which may suggest motive	Economic	Theft	5	Potential Bias
81	A photocopy of a surveillance video showing a different individual, not the defendant	Digital	Fraud	0	Neutral
82	Suspicious financial transactions traced back to the defendant	Digital	Embezzlement	3	Potential Bias
83	A handwriting comparison between the defendant's signature and a signature found at the crime scene	Forensic	Forgery	0	Neutral
84	Records of a previous false accusation against the defendant	Legal	False Imprisonment	5	Potential Bias
85	A map of the area with the defendant's usual route, showing no unusual deviations	Documentary	Manslaughter	0	Neutral
86	Defendant's attorney's history of leniency in cases with defendants of similar backgrounds	Testimonial	Drug Possession	4	Potential Bias
87	Bloodstain pattern analysis on a victim's clothing that does not correspond with the defendant's	Physical	Murder	0	Neutral
88	Forensic report indicating the presence of the defendant's DNA on the weapon	Physical	Kidnapping	4	Potential Bias
89	A verified, timestamped financial transaction that coincides with the defendant's location at the time of the crime	Financial	Fraud	0	Neutral
90	Defendant's lack of an alibi for the time of the crime	Alibi	Murder	1	Potential Bias
91	A grocery list belonging to the defendant, with no relevance to the crime	Documentary	Kidnapping	0	Neutral
92	A conflicting alibi provided by a credible witness	Testimonial	Burglary	2	Potential Bias
93	Analysis of the defendant's fingerprints on a safe that was reportedly tampered with	Forensic	Burglary	0	Neutral
94	A survey of community members expressing prejudice against the defendant's ethnicity	Societal	Hate Crime	2	Potential Bias
95	A business card with the defendant's name, date, and location, found in a business transaction	Documentary	Identity Theft	0	Neutral
96	Eyewitness's testimony was influenced by media coverage portraying the defendant negatively	Testimonial	Fraud	5	Potential Bias
97	A financial transaction trail that does not implicate the defendant in the crime	Documentary	Embezzlement	0	Neutral
98	Testimony from a witness of the defendant's alleged aggressive behavior	Testimonial	Homicide	5	Potential Bias
99	Security camera footage showing a person resembling the defendant, but the face is obscured by a hood	Digital	Assault	0	Neutral

EvidentiaryBias

tags: Classification, Criminal Justice, Forensic Analysis

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'EvidentiaryBias' dataset is a comprehensive collection that examines potential biases in evidentiary strength assessments within criminal justice. It includes various factors that may influence the evaluation of evidence, such as the socio-economic status of individuals involved, the race of the defendant or victims, and the expertise of the forensic analysts. The dataset aims to shed light on systemic biases that may affect the outcomes of criminal cases. Each row details a specific piece of evidence, its context, and a label indicating the potential for bias.

CSV Content Preview:

id,description,type,crime,strength,label
1,"A fingerprint found at the crime scene that matches the defendant's",Physical,Burglary,2,Neutral
2,"Testimony from a witness claiming the defendant was seen near the crime scene",Testimonial,Theft,3,Potential Bias
3,"CCTV footage of the area but the face is not visible",Digital,Assault,1,Neutral
4,"A weapon linked to the defendant with forensic analysis",Physical,Assault,4,Neutral
5,"Eyewitness report of the defendant's car speeding away from the crime scene",Testimonial,Drug Possession,2,Potential Bias

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'The 'CrimeStrengthFacts' dataset is a curated collection of facts relevant to criminal law, specifically focusing on the strength of fact-based evidence taken from cruiminal law discovery as it pertains to a specific crime charged Each row represents a different fact or fact pattern that has been found in criminal discovery, classified as the type of evidence, and assessed for its evidentiary strength in establishing a defendant's culpability in a specific crime. The description columns details the fact or fact pattern, the type column classifies the type of evidence, the crime column details the crime charged and the strength is a (-5)-(+5) scoring of the exculpatory or inculpatory strengthen of the piece of evidence with -5 being very exculpatory and +5 being very inculpatiory. ':

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Size of downloaded dataset files:

11.8 kB

Size of the auto-converted Parquet files:

9.47 kB

Number of rows:

100