nhc.gov.cn
Jan 1, 2021
A large archive of medical records data from China's National Health Commission (NHC) Hospital Quality Monitoring System (HQMS). The dataset contains structured CSV files from multiple hospitals in Guangdong province, including Sun Yat-sen University Third Affiliated Hospital (中山大学第三附属医院), Xinyi People's Hospital (信宜市人民医院), Southern Medical University Seventh Affiliated Hospital (南方医科大学附属第七医院), Guangdong Medical University Affiliated Hospital (广东医科大学附属医院), Guangdong Jiangmen Hospital (广东江门医院), and Guangzhou Medical University First Affiliated Hospital (广州医科大学附属第一医院). Files contain detailed patient-level hospital quality metrics and clinical data submitted through the HQMS reporting system covering 2020-2021 reporting periods.
Data found in this dataset
Source files
Expand any file to inspect its column headers and the LLM's field-mapping reasoning, recorded during ingestion.
_________2021_1-6__CSV____hqmsts_M20210219_1_1__.csv14 columns5,666 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________2021_1-6__CSV____hqmsts_M20210316_1_2__.csv14 columns5,004 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________2021_1-6__CSV____hqmsts_M20210427_1_3_.csv14 columns5,773 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________2021_1-6__CSV____hqmsts_M20210521_1_4_.csv14 columns6,102 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________2021_1-6__CSV____hqmsts_M20210615_1_5_.csv14 columns6,285 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________2021_1-6__CSV____hqmsts_M20210713_1_6__.csv14 columns5,548 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________2021_7-9__CSV____hqmsts_M20210814_107.csv14 columns6,667 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________2021_7-9__CSV____hqmsts_M20210910_108.csv14 columns6,521 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________2021_7-9__CSV____hqmsts_M20211018_109.csv14 columns5,371 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________HQMSTS_20201205.CSV10 columns803 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | medium | [8] header 'a11', garbled Chinese text values consistent with patient name field in HQMS medical records schema |
| 10 | dob | high | [10] header 'a13', values are YYYY-MM-DD dates (e.g. 1940-06-13, 1949-12-22) consistent with date of birth |
| 12 | country | medium | [12] header 'a15c', garbled values represent Chinese nationality field (中国), consistent with HQMS patient nationality |
| 17 | ssn | high | [17] header 'a20', values are 18-character strings (e.g. 46010019400613152X) matching Chinese national ID number format, SSN equivalent |
| 20 | address1 | medium | [20] header 'a24', garbled Chinese text consistent with street address field in HQMS schema |
| 22 | address2 | medium | [22] header 'a26', garbled Chinese text consistent with detailed/registered address, secondary address line |
| 23 | phone | high | [23] header 'a27', values include '66183830' and '13307590908' matching Chinese phone number patterns |
| 26 | phone | high | [26] header 'a30', values identical pattern to a27 (e.g. '66183830', '13307590908') — secondary/emergency contact phone |
| 28 | fullName | medium | [28] header 'a32', garbled Chinese text consistent with next-of-kin or emergency contact name in HQMS schema |
| 31 | phone | high | [31] header 'a35', values like '13976246333', '17789833393' are clearly Chinese mobile phone numbers |
Notes: 291 columns total. File is a Chinese HQMS hospital quality monitoring record with mostly clinical/diagnostic fields. Text is garbled due to encoding issues (likely GB2312/GBK displayed as latin1). Column names follow HQMS internal coding scheme (a01-a49, b-series, c-series). PII identified includes patient name (a11), DOB (a13), nationality (a15c), national ID/SSN (a20), address fields (a24, a26), phone numbers (a27, a30, a35), and contact person name (a32). Gender field a12c contains only 0 values in sample — mapped cautiously as skip. Age field a14 contains integer ages, not DOB. Bulk of columns are ICD-10 diagnosis codes, procedure codes, and clinical metrics.
_________HQMSTS_20201210.CSV13 columns711 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'a11', short garbled Chinese character strings consistent with patient given names (2-4 chars typical of Chinese personal names) |
| 9 | gender | medium | [9] header 'a12c', values are '0' — likely gender code (0=male in Chinese HQMS medical coding) |
| 10 | dob | high | [10] header 'a13', values are YYYY-MM-DD dates (e.g. 1972-08-08) consistent with patient dates of birth |
| 12 | country | medium | [12] header 'a15c', garbled values decode to '中国' (China) — country of patient |
| 17 | ssn | high | [17] header 'a20', 18-digit values (e.g. 460100197208080357) are Chinese Resident Identity Card numbers — national ID equivalent to SSN |
| 18 | city | medium | [18] header 'a22', garbled Chinese strings at province/city level (e.g. 广东省), patient registered city/region |
| 20 | address1 | medium | [20] header 'a24', garbled longer Chinese strings with street/road markers — patient street address line 1 |
| 22 | address2 | medium | [22] header 'a26', garbled shorter Chinese address strings — patient address detail / line 2 |
| 23 | phone | high | [23] header 'a27', values include Chinese landline (66215202) and mobile numbers (13379822781, 18976250985) — patient phone |
| 26 | phone | high | [26] header 'a30', same phone number values as a27 — emergency/contact phone number |
| 28 | fullName | medium | [28] header 'a32', short garbled Chinese character strings — emergency contact full names |
| 30 | address1 | medium | [30] header 'a34', garbled longer Chinese address strings — emergency contact address |
| 31 | phone | high | [31] header 'a35', values are Chinese mobile numbers (18976238000, 13337645195) — emergency contact phone |
Notes: 291-column Chinese HQMS medical record file. Column names are opaque HQMS internal codes (a01, b12, c06x01c, etc.). Text values are garbled due to character encoding issues (likely GB2312/GBK read as Latin-1). PII fields identified by value pattern analysis: patient name (a11), gender (a12c), DOB (a13), country (a15c), national ID/SSN (a20), city (a22), address (a24, a26), phones (a27, a30, a35), emergency contact name (a32), emergency contact address (a34). Remaining columns are clinical data: ICD-10 diagnosis codes, procedure codes, admission/discharge timestamps, hospital quality metrics, and surgical records — all skipped.
_________HQMSTS_20201215.CSV9 columns751 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'a11', values are garbled-encoded Chinese patient names (encoding corruption of Chinese characters) |
| 10 | dob | high | [10] header 'a13', values are YYYY-MM-DD dates (1945-06-01, 1958-02-07) consistent with patient birth dates |
| 12 | country | medium | [12] header 'a15c', repeated garbled values consistent with 中国 (China) — patient nationality field |
| 17 | ssn | high | [17] header 'a20', 18-character alphanumeric strings (e.g. 46002119450601641X) matching Chinese National ID (居民身份证) format |
| 18 | state | medium | [18] header 'a22', garbled Chinese values consistent with province/region names (上海市, 海南省, 山东省) |
| 20 | address1 | medium | [20] header 'a24', garbled Chinese values consistent with street/address strings for patient home address |
| 23 | phone | high | [23] header 'a27', values include 11-digit Chinese mobile numbers (13976730806) and landline numbers — contact phone field |
| 26 | phone | high | [26] header 'a30', values include 11-digit Chinese mobile numbers (13976730806) — secondary contact phone field |
| 31 | phone | high | [31] header 'a35', values are 11-digit Chinese mobile numbers (13807665086, 13098989339) — emergency contact or next-of-kin phone |
Notes: 291-column Chinese medical records file from HQMS system. Columns use internal coded headers (a11, a13, a20 etc.). Text is heavily mojibake-encoded (UTF-8 Chinese read as Latin-1). Key PII: patient name (a11), DOB (a13), national ID/SSN (a20), province (a22), address (a24), and multiple phone fields (a27, a30, a35). Remaining columns are clinical data: ICD diagnosis codes, procedure codes, ward/department codes, admission/discharge timestamps, and medical quality metrics.
_________HQMSTS_20201220.CSV14 columns688 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'a11' in HQMS schema is patient name; values are short Chinese character strings consistent with personal names |
| 9 | gender | medium | [9] header 'a12c' in HQMS schema is gender code; values are '0' consistent with gender coding |
| 10 | dob | high | [10] header 'a13' in HQMS schema is date of birth; values are YYYY-MM-DD dates (e.g. 1947-06-11, 1936-09-11) |
| 12 | country | medium | [12] header 'a15c' in HQMS schema is nationality/country; repeated garbled values consistent with '中国' (China) |
| 17 | ssn | high | [17] header 'a20' in HQMS schema is Chinese national ID (身份证); 18-digit values like '460100194706111247' are national identity numbers |
| 18 | state | medium | [18] header 'a22' in HQMS schema is province/region of household registration; garbled Chinese province name strings |
| 20 | address1 | medium | [20] header 'a24' in HQMS schema is home address; garbled Chinese strings with street/road markers |
| 21 | zip | high | [21] header 'a25c' in HQMS schema is postal code; 6-digit values like '570000', '570100' are Chinese postal codes |
| 22 | address2 | medium | [22] header 'a26' in HQMS schema is work/unit address; garbled Chinese address strings |
| 23 | phone | high | [23] header 'a27' in HQMS schema is patient phone; 11-digit values like '13876023028' are Chinese mobile numbers |
| 26 | phone | high | [26] header 'a30' in HQMS schema is contact phone; same 11-digit mobile number pattern |
| 28 | fullName | medium | [28] header 'a32' in HQMS schema is emergency contact name; short garbled Chinese name strings |
| 30 | address1 | medium | [30] header 'a34' in HQMS schema is emergency contact address; garbled Chinese address strings |
| 31 | phone | high | [31] header 'a35' in HQMS schema is emergency contact phone; 11-digit Chinese mobile numbers |
Notes: 291 columns total from China NHC HQMS medical records. Column headers use HQMS internal codes (a11, a13, a20, etc.). Text values are garbled due to character encoding issues (likely GBK/GB2312 read as Latin-1). Key PII: patient name (a11), DOB (a13), gender (a12c), national ID/SSN (a20), address (a24/a26/a34), postal codes (a25c), phone numbers (a27/a30/a35), emergency contact name (a32) and address (a34). Remaining columns are clinical/diagnostic codes, ICD codes, procedure codes, timestamps, department codes, and hospital quality metrics — all skipped.
_________HQMSTS_20201225.CSV13 columns926 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'a11', short garbled Chinese strings consistent with patient names in HQMS medical records |
| 10 | dob | high | [10] header 'a13', values are ISO date strings like '1949-07-09', '1974-03-24' — clearly dates of birth |
| 12 | country | medium | [12] header 'a15c', repeated garbled values consistent with country field (China) in patient records |
| 17 | ssn | high | [17] header 'a20', values are 18-character Chinese National ID numbers (e.g. '46003219490709336X') — national identity document equivalent to SSN |
| 18 | state | medium | [18] header 'a22', garbled Chinese strings of varying length consistent with province/state of residence |
| 20 | address1 | medium | [20] header 'a24', longer garbled Chinese strings consistent with home/residential address lines |
| 21 | zip | high | [21] header 'a25c', 6-digit values like '570000', '570100' are Chinese postal codes |
| 22 | address2 | medium | [22] header 'a26', garbled strings consistent with a secondary/current address field alongside a24 |
| 23 | phone | high | [23] header 'a27', values are 11-digit Chinese mobile numbers (e.g. '13379900819', '13807685768') |
| 24 | zip | medium | [24] header 'a28c', 6-digit values like '570000', '460100' — postal codes associated with contact address |
| 26 | phone | high | [26] header 'a30', values are 11-digit Chinese mobile numbers matching contact/emergency phone field |
| 31 | phone | high | [31] header 'a35', values are 11-digit Chinese mobile numbers (e.g. '13876726467') — likely emergency contact phone |
| 190 | fullName | medium | [190] header 'b32', short garbled Chinese strings consistent with medical staff or attending physician names |
Notes: 291-column HQMS medical record CSV with heavy mojibake encoding of Chinese characters. Key PII: patient name (a11), DOB (a13), country (a15c), Chinese National ID/SSN (a20), province (a22), home address (a24), postal codes (a25c, a28c), phone numbers (a27, a30, a35), and staff name (b32). Remaining columns are clinical codes, diagnosis fields, procedure codes, timestamps, and internal hospital quality metrics — all skipped.
_________HQMSTS_20201231.CSV14 columns1,095 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'a11', values are short Chinese character sequences consistent with patient full names |
| 10 | dob | high | [10] header 'a13', values are YYYY-MM-DD dates (e.g. 1940-07-12, 1958-08-02) — patient dates of birth |
| 12 | country | high | [12] header 'a15c', garbled values decode to 中国 (China) — country of patient |
| 15 | gender | high | [15] header 'a19c', values are 1/1/1 — numeric gender code (1=male, 2=female) in HQMS schema |
| 17 | ssn | high | [17] header 'a20', 18-digit values (e.g. 460024194007124810) are Chinese Resident Identity Card numbers — national identifier equivalent to SSN |
| 20 | address1 | high | [20] header 'a24', Chinese text with street numbers (e.g. 338号) — patient home address line 1 |
| 21 | zip | high | [21] header 'a25c', 6-digit codes (e.g. 571500, 460108) — Chinese postal codes for patient address |
| 22 | address2 | medium | [22] header 'a26', Chinese address text similar to a24 — secondary/permanent address line |
| 23 | phone | high | [23] header 'a27', values like 13876306650 are 11-digit Chinese mobile phone numbers |
| 24 | zip | medium | [24] header 'a28c', 6-digit codes (e.g. 570000) — postal code for secondary address |
| 26 | phone | high | [26] header 'a30', values like 13078990845 are 11-digit Chinese mobile numbers — alternate/contact phone |
| 28 | fullName | high | [28] header 'a32', short 2-3 character Chinese sequences consistent with emergency contact person names |
| 30 | address1 | medium | [30] header 'a34', Chinese address strings with province/street detail — emergency contact or permanent address |
| 31 | phone | high | [31] header 'a35', values like 18976008038 are 11-digit Chinese mobile numbers — emergency contact phone |
Notes: 291-column HQMS medical records CSV with cryptic field codes. Most columns are clinical/diagnostic data (ICD codes, procedure codes, timestamps). PII is concentrated in the a1x/a2x/a3x block: patient name (a11), DOB (a13), country (a15c), gender (a19c), national ID/SSN (a20), addresses (a24/a26/a34), postal codes (a25c/a28c/a31c), and phone numbers (a27/a30/a35). Emergency contact name in a32. Values are garbled due to encoding (likely GB2312/GBK displayed as UTF-8).
__________2021-07.csv10 columns7,323 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 6 | ssn | medium | [6] A47: value '410222195710114546' is an 18-digit Chinese national ID number (some rows show '-'), maps as SSN equivalent |
| 8 | fullName | medium | [8] A11: short garbled Chinese strings consistent with patient names |
| 9 | gender | high | [9] A12C: values '1','2' — standard gender code (1=male, 2=female) in Chinese medical records |
| 10 | dob | high | [10] A13: values match YYYY-MM-DD date pattern, consistent with birthdates |
| 16 | ssn | high | [16] A20: 18-digit Chinese resident ID numbers (身份证号), the primary national identity number |
| 17 | city | medium | [17] A22: garbled Chinese text consistent with province/city-level address fields |
| 19 | address1 | medium | [19] A24: garbled Chinese text consistent with detailed street-level address |
| 22 | phone | high | [22] A27: 11-digit numbers matching Chinese mobile phone format (e.g. 13503780089) |
| 27 | fullName | medium | [27] A32: short garbled Chinese strings consistent with contact/next-of-kin names |
| 30 | phone | high | [30] A35: 11-digit numbers matching Chinese mobile phone format (e.g. 18637878101) |
Notes: 281 columns total; column headers are opaque HQMS field codes. PII identified by value patterns. Chinese text is garbled due to encoding issues. Column 16 (A20) contains 18-digit Chinese national ID numbers which encode DOB and gender but are mapped as ssn. Column 6 (A47) appears to be an alternate/prior ID number. Columns 170-177 (B22-B29) contain short Chinese name-like strings for medical staff roles but are not patient PII and are skipped.
__________2021-08.csv10 columns4,981 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', short Chinese-encoded text values consistent with patient names in HQMS schema |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' are gender codes in HQMS (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are YYYY-MM-DD dates matching patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled values consistently encode '中国' (China), nationality/country field |
| 16 | ssn | high | [16] header 'A20', 18-character Chinese national ID numbers (居民身份证号) |
| 17 | address1 | high | [17] header 'A22', Chinese-encoded strings representing patient residential address |
| 19 | address2 | medium | [19] header 'A24', longer Chinese-encoded address strings, likely detailed/mailing address |
| 22 | phone | high | [22] header 'A27', 11-digit numbers matching Chinese mobile phone format (13x/15x/18x prefix) |
| 25 | phone | high | [25] header 'A30', 11-digit Chinese mobile numbers (emergency/secondary contact phone) |
| 30 | phone | high | [30] header 'A35', 11-digit Chinese mobile numbers (additional contact phone) |
Notes: 281-column HQMS medical records file with coded column headers. Text values are garbled due to character encoding issues (likely GBK/GB2312 displayed as mojibake). PII includes patient name (A11), gender code (A12C), DOB (A13), nationality (A15C), national ID/SSN (A20), address fields (A22, A24), and multiple phone numbers (A27, A30, A35). Columns B29/A32 contain names but appear to be staff/contact names co-mingled with patient names — excluded due to ambiguity. Remaining columns are clinical/diagnostic codes, ICD codes, procedure codes, timestamps, and hospital quality metrics.
___________TCMMS44037___________2021_01.csv13 columns1,301 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 4 | ssn | medium | [4] JKKH values include 18-digit Chinese ID numbers (e.g. 440301197504292710) which are national ID/SSN equivalents containing DOB and identity info |
| 7 | fullName | high | [7] XM is the standard Chinese medical record field for patient name (姓名); values are garbled due to encoding but represent person names |
| 8 | gender | high | [8] XB is the standard field for sex/gender (性别) in Chinese medical records; values 1/2 represent male/female |
| 9 | dob | high | [9] CSRQ (出生日期 = date of birth); values are YYYY-MM-DD dates consistent with patient birth dates |
| 11 | country | high | [11] GJ (国籍 = nationality/country); values are ISO country codes (CHN) |
| 23 | ssn | high | [23] ZJHM (证件号码 = ID document number); values are 18-digit Chinese national ID numbers (e.g. 440301197504292710) — primary national identity number |
| 26 | address1 | high | [26] XZZ (现住址 = current residential address); values are full street addresses (garbled encoding but clearly address data) |
| 27 | phone | high | [27] DH (电话 = telephone); values are 11-digit Chinese mobile numbers (e.g. 18923745230) |
| 28 | zip | high | [28] YB1 (邮编 = postal code); values are 6-digit Chinese postal codes (e.g. 518001) |
| 29 | address1 | medium | [29] HKDZ (户口地址 = household registration address); values are full addresses — secondary address field for patient |
| 30 | zip | medium | [30] YB2 (邮编2 = second postal code corresponding to HKDZ) |
| 34 | fullName | high | [34] LXRXM (联系人姓名 = contact person name); values are person names (next of kin/emergency contact) |
| 37 | phone | high | [37] DH1 (电话1 = second telephone number); values are 11-digit Chinese mobile numbers (e.g. 13530000346) |
Notes: 269-column Chinese medical records file from HQMS system. Encoding is corrupted (mojibake) for Chinese characters but field semantics are clear from standard HQMS schema. Column 4 (JKKH) and column 23 (ZJHM) both contain 18-digit Chinese national ID numbers (居民身份证号); ZJHM is the authoritative ID field mapped as ssn. Column 2 (USERNAME) contains only '-' placeholder values and is not a real username. Columns 19 (CSD=birthplace), 25 (HY=marital status), 31 (GZDZ=work address), 35 (GX=relationship), 38 (RYTJ=admission type), and remaining columns are clinical/diagnostic codes, timestamps, and medical quality metrics — all skipped.
___________TCMMS44037___________2021_02.csv16 columns867 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 7 | fullName | high | [7] header 'XM' (姓名 = full name in Chinese medical records), values are Chinese character name strings |
| 8 | gender | high | [8] header 'XB' (性别 = gender), values are '1'/'2' — standard Chinese medical gender codes (1=male, 2=female) |
| 9 | dob | high | [9] header 'CSRQ' (出生日期 = date of birth), values are YYYY-MM-DD formatted birth dates |
| 11 | country | high | [11] header 'GJ' (国籍 = nationality/country), values are 'CHN' ISO country codes |
| 23 | ssn | high | [23] header 'ZJHM' (证件号码 = ID card number), values are 18-digit Chinese national ID numbers matching citizen ID format (YYYYMMDD embedded) |
| 26 | address1 | high | [26] header 'XZZ' (现住址 = current residential address), values are Chinese address strings |
| 27 | phone | high | [27] header 'DH' (电话 = telephone), values are 11-digit Chinese mobile numbers (e.g. 13902976263) |
| 28 | zip | high | [28] header 'YB1' (邮编1 = postal code 1), values are 6-digit Chinese postal codes |
| 29 | address1 | high | [29] header 'HKDZ' (户口地址 = household registration address), values are Chinese address strings |
| 30 | zip | high | [30] header 'YB2' (邮编2 = postal code 2), values are 6-digit Chinese postal codes |
| 31 | address2 | medium | [31] header 'GZDWJDZ' (工作单位及地址 = work unit and address), values are Chinese work address strings |
| 32 | phone | high | [32] header 'DWDH' (单位电话 = work unit phone), values include 11-digit phone numbers |
| 33 | zip | high | [33] header 'YB3' (邮编3 = postal code 3), values are 6-digit Chinese postal codes |
| 34 | fullName | high | [34] header 'LXRXM' (联系人姓名 = contact person name), values are Chinese character name strings |
| 36 | address1 | high | [36] header 'DZ' (地址 = address), values are Chinese address strings |
| 37 | phone | high | [37] header 'DH1' (电话1 = phone 1), values are 11-digit Chinese mobile numbers |
Notes: 269 columns total; Chinese HQMS medical records. Key PII fields identified using Chinese medical record field name conventions: XM=full name, XB=gender, CSRQ=DOB, GJ=country, ZJHM=national ID (mapped as SSN — 18-digit citizen ID), XZZ=current address, HKDZ=household registration address, DH/DH1/DWDH=phone numbers, YB1/YB2/YB3=postal codes, LXRXM=contact person name, DZ=address, GZDWJDZ=work address. Column [2] USERNAME contains only '-' placeholder values — no real usernames present. The vast majority of remaining columns are clinical/diagnostic codes, hospitalization metrics, and ICD codes which are non-PII medical data.
___________TCMMS44037___________2021_03.csv11 columns1,581 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 7 | fullName | high | [7] header 'XM' (姓名 = full name in Chinese medical records), values are encoded Chinese characters representing patient names |
| 8 | gender | high | [8] header 'XB' (性别 = gender/sex in Chinese), values are '1' and '2' representing male/female codes |
| 9 | dob | high | [9] header 'CSRQ' (出生日期 = date of birth in Chinese), values are YYYY-MM-DD formatted dates e.g. '1938-08-18' |
| 11 | country | high | [11] header 'GJ' (国籍 = nationality/country in Chinese), values are 'CHN' ISO country codes |
| 23 | ssn | high | [23] header 'ZJHM' (证件号码 = ID card number in Chinese), values are 15-18 digit Chinese national ID numbers e.g. '440301193808180912' which encode DOB and gender |
| 26 | address1 | high | [26] header 'XZZ' (现住址 = current residential address in Chinese), values are encoded Chinese residential addresses |
| 27 | phone | high | [27] header 'DH' (电话 = telephone in Chinese), values are 11-digit Chinese mobile numbers e.g. '13502827268' |
| 28 | zip | high | [28] header 'YB1' (邮编 = postal code in Chinese), values are 6-digit Chinese postal codes e.g. '518010' |
| 29 | address1 | high | [29] header 'HKDZ' (户口地址 = household registration address in Chinese), values are encoded Chinese addresses (hukou/registered domicile) |
| 34 | fullName | high | [34] header 'LXRXM' (联系人姓名 = contact person name in Chinese), values are encoded Chinese names of emergency contacts |
| 37 | phone | high | [37] header 'DH1' (电话1 = telephone 1 in Chinese), values are 11-digit Chinese mobile numbers e.g. '15622840838' |
Notes: 269-column Chinese medical record file from NHC HQMS system. Text encoding appears corrupted (mojibake) for Chinese characters but structure is intact. Key PII fields identified by Chinese abbreviations: XM=patient name, XB=gender, CSRQ=DOB, GJ=nationality, ZJHM=national ID number (18-digit contains embedded DOB+gender), XZZ=current address, DH=phone, YB1=zip, HKDZ=registered address, LXRXM=emergency contact name, DH1=contact phone. Column [2] USERNAME contains only '-' placeholder values and is not a real username. The majority of columns are clinical/diagnostic codes, treatment records, and hospital quality metrics (QTZD/ZYZD_JBBM series) — all skipped.
___________TCMMS44037___________2021_04.csv11 columns1,670 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 7 | fullName | high | [7] header 'XM' (姓名 = full name in Chinese medical records), values are garbled Chinese characters representing patient names |
| 8 | gender | high | [8] header 'XB' (性别 = gender/sex in Chinese), values are '1' and '2' representing male/female codes |
| 9 | dob | high | [9] header 'CSRQ' (出生日期 = date of birth in Chinese), values are YYYY-MM-DD format dates like '1981-06-21' |
| 23 | ssn | high | [23] header 'ZJHM' (证件号码 = ID card number in Chinese), values are 18-digit Chinese national ID numbers like '440881198106211042' |
| 26 | address1 | high | [26] header 'XZZ' (现住址 = current residential address in Chinese), values are garbled Chinese residential address strings |
| 27 | phone | high | [27] header 'DH' (电话 = phone number in Chinese), values are 11-digit Chinese mobile numbers like '18028720937' |
| 28 | zip | high | [28] header 'YB1' (邮编 = postal code in Chinese), values are 6-digit Chinese postal codes like '518002' |
| 29 | address1 | medium | [29] header 'HKDZ' (户口地址 = household registration address), values are garbled Chinese address strings — secondary address field |
| 32 | phone | high | [32] header 'DWDH' (单位电话 = work/unit phone), values are 11-digit Chinese mobile numbers like '18028720937' |
| 34 | fullName | high | [34] header 'LXRXM' (联系人姓名 = contact person name), values are garbled Chinese characters representing names of emergency contacts |
| 37 | phone | high | [37] header 'DH1' (电话1 = phone number 1), values are 11-digit Chinese mobile numbers like '18938035636' |
Notes: 269-column Chinese medical records CSV from HQMS system. Headers are Chinese Pinyin abbreviations. Key PII fields identified: XM=patient name, XB=gender, CSRQ=date of birth, ZJHM=18-digit Chinese national ID (mapped as SSN equivalent), XZZ=current address, DH/DWDH/DH1=phone numbers, YB1=postal code, HKDZ=household registration address, LXRXM=emergency contact name. USERNAME col [2] contains only '-' placeholders. Columns [11] GJ=nationality code (CHN), [19] CSD=birthplace, [20] GG=age, [21] MZ=ethnicity, [22] ZJLB=ID type are demographic/administrative. Remaining columns are clinical diagnosis codes, admission/discharge timestamps, department codes, and treatment outcome flags.
___________TCMMS44037___________2021_05.csv11 columns1,744 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 7 | fullName | high | [7] header 'XM' (姓名 = full name in Chinese medical records), values are garbled Chinese characters representing patient names |
| 8 | gender | high | [8] header 'XB' (性别 = gender/sex in Chinese), values are '1' and '2' (male/female codes) |
| 9 | dob | high | [9] header 'CSRQ' (出生日期 = date of birth in Chinese), values are YYYY-MM-DD dates consistent with patient birth years (1931, 1952, 1961, etc.) |
| 11 | country | high | [11] header 'GJ' (国籍 = nationality/country), values are 'CHN' |
| 23 | ssn | high | [23] header 'ZJHM' (证件号码 = ID card number), values are 15-18 digit Chinese national ID numbers which encode DOB and region — primary national identifier |
| 26 | address1 | high | [26] header 'XZZ' (现住址 = current residential address), values are garbled Chinese street addresses |
| 27 | phone | high | [27] header 'DH' (电话 = phone number), values are 11-digit Chinese mobile numbers (138..., 139...) |
| 28 | zip | high | [28] header 'YB1' (邮编 = postal code), values are 6-digit Chinese postal codes |
| 29 | address1 | medium | [29] header 'HKDZ' (户口地址 = household registration address), values are garbled Chinese addresses — secondary address field |
| 34 | fullName | high | [34] header 'LXRXM' (联系人姓名 = emergency contact name), values are garbled Chinese names |
| 37 | phone | high | [37] header 'DH1' (电话1 = phone number 1 / contact phone), values are 11-digit Chinese mobile numbers |
Notes: 269-column Chinese medical records file from HQMS system. Column headers are Chinese medical abbreviations. Key PII fields identified: patient name (XM), gender (XB), DOB (CSRQ), national ID (ZJHM), residential address (XZZ), phone (DH), postal code (YB1), household registration address (HKDZ), emergency contact name (LXRXM), and contact phone (DH1). Column 2 'USERNAME' contains only '-' placeholder values and is not mapped. The majority of columns are clinical/diagnostic codes, timestamps, and medical procedure data.
___________TCMMS44037___________2021_6.csv6 columns1,384 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 7 | fullName | high | [7] header 'XM', values are non-empty strings in Chinese characters |
| 9 | dob | high | [9] header 'CSRQ', values match YYYY-MM-DD date pattern |
| 27 | phone | high | [27] header 'DH', values are 11-digit Chinese mobile numbers |
| 32 | phone | high | [32] header 'DWDH', values are 11-digit Chinese mobile numbers |
| 34 | fullName | high | [34] header 'LXRXM', values are Chinese personal names |
| 37 | phone | high | [37] header 'DH1', values are 11-digit Chinese mobile numbers |
Notes: Identified 6 PII columns containing Chinese personal names, dates of birth, and mobile phone numbers. All other columns contain medical codes, timestamps, internal IDs, or empty values and were skipped.
____________498668226____________2021_09-12.csv12 columns1,860 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 7 | fullName | high | [7] XM = 姓名 (full name in Chinese), values are Chinese personal names |
| 8 | gender | high | [8] XB = 性别 (sex/gender), values 1/2 are standard Chinese gender codes (1=male, 2=female) |
| 9 | dob | high | [9] CSRQ = 出生日期 (date of birth), values match YYYY-MM-DD date pattern |
| 11 | country | high | [11] GJ = 国籍 (nationality/country), values are ISO country codes like CHN |
| 23 | ssn | high | [23] ZJHM = 证件号码 (ID card number), values are 18-digit Chinese national ID numbers — national identity document equivalent to SSN |
| 26 | address1 | high | [26] XZZ = 现住址 (current residential address), values are street addresses |
| 27 | phone | high | [27] DH = 电话 (phone), values are 11-digit Chinese mobile numbers |
| 28 | zip | high | [28] YB1 = 邮编 (postal code), values are 6-digit Chinese postal codes |
| 29 | address1 | medium | [29] HKDZ = 户口地址 (household registration address), secondary address field |
| 34 | fullName | high | [34] LXRXM = 联系人姓名 (contact person full name), values are Chinese personal names |
| 36 | address1 | medium | [36] DZ = 地址 (address), values are street addresses for emergency contact |
| 37 | phone | high | [37] DH1 = 电话1 (phone 1), values are 11-digit Chinese mobile numbers for contact person |
Notes: 269-column Chinese hospital HQMS medical records file. Text is encoded in GBK/GB2312 displayed as mojibake. Key PII: patient name (XM), gender (XB), DOB (CSRQ), national ID (ZJHM), address (XZZ), phone (DH), postal code (YB1), household registration address (HKDZ), emergency contact name (LXRXM), contact address (DZ), contact phone (DH1). USERNAME column contains hospital institution names, not personal usernames — skipped. Remaining columns are clinical/diagnostic codes, admission/discharge timestamps, and medical quality metrics.
____________TCMMS____________2021091.csv2 columns181 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 119 | username | high | [119] header pattern matches patient/person identifier, values are 9-digit numeric codes (117106009, 117106010, etc.) typical of hospital patient IDs / record identifiers |
| 120 | fullName | high | [120] values are Chinese characters representing personal names (e.g., '������', '凌绪', '赵菁青') in a consistent name column position following patient ID |
Notes: File contains 201 columns of hospital quality metrics and clinical data. Columns [0]–[118] contain garbled/encoding issues and repeated institution code (498668226) and hospital name (in Chinese). Columns [119]–[200] begin to show structured patient-level data. Only columns [119] (patient ID as searchable identifier) and [120] (patient name) map to PII fields. Remaining 199 columns appear to be quality metrics, clinical codes, and counts — all mapped to skip. Data is from China NHC HQMS breach, 2020–2021 reporting periods.
______________202101-06__202101-06__hqmsts_M20210714_1.csv14 columns7,169 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__202101-06__hqmsts_M20210812_1.csv14 columns9,999 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__202101-06__hqmsts_M20210812_2.csv14 columns10,000 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__202101-06__hqmsts_M20210812_3.csv14 columns10,000 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__202101-06__hqmsts_M20210812_4.csv14 columns6,383 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__hqmsts_M202101_06.csv14 columns36,382 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__hqmsts_M20210714_1.csv14 columns7,169 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__hqmsts_M20210812_1.csv14 columns9,999 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__hqmsts_M20210812_2.csv14 columns10,000 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__hqmsts_M20210812_3.csv14 columns10,000 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________202101-06__hqmsts_M20210812_4.csv14 columns6,383 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________8.31___202101-06__hqmsts_M20210831_1.csv14 columns36,382 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________8.31___202101-06__hqmsts_M20210831_2.csv14 columns10,000 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________8.31___202101-06__hqmsts_M20210831_3.csv14 columns10,000 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________8.31___202101-06__hqmsts_M20210831_4.csv14 columns6,383 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________8.31___20210106__202101-06__hqmsts_M20210831_1.csv14 columns9,999 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________8.31___20210106__202101-06__hqmsts_M20210831_2.csv14 columns10,000 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________8.31___20210106__202101-06__hqmsts_M20210831_3.csv14 columns10,000 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
______________8.31___20210106__202101-06__hqmsts_M20210831_4.csv14 columns6,383 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________Results202101.csv13 columns2,876 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 2 | username | high | [2] header 'USERNAME', values are system login codes like 'TCMMS44010' |
| 7 | fullName | high | [7] header 'XM' (姓名 = name in Chinese), values are patient names (garbled encoding but clearly personal name strings) |
| 8 | gender | high | [8] header 'XB' (性别 = gender), values are 1/2 corresponding to male/female |
| 9 | dob | high | [9] header 'CSRQ' (出生日期 = date of birth), values match date pattern YYYY/M/D e.g. 1975/8/25 |
| 11 | country | high | [11] header 'GJ' (国籍 = nationality/country), values are 'CHN' ISO country codes |
| 23 | ssn | high | [23] header 'ZJHM' (证件号码 = ID card number), values are 18-digit Chinese national identity numbers e.g. '37158119860926445X' |
| 26 | address1 | high | [26] header 'XZZ' (现住址 = current residential address), values are full Chinese street addresses |
| 27 | phone | high | [27] header 'DH' (电话 = phone), values are 11-digit Chinese mobile numbers e.g. '18688957888' |
| 28 | zip | high | [28] header 'YB1' (邮编 = postal code), values are 6-digit Chinese postal codes e.g. '518000' |
| 29 | address2 | high | [29] header 'HKDZ' (户口地址 = household registration address), values are Chinese addresses |
| 32 | phone | high | [32] header 'DWDH' (单位电话 = work/unit phone number), values are 11-digit Chinese phone numbers |
| 34 | fullName | high | [34] header 'LXRXM' (联系人姓名 = contact person name), values are Chinese personal names |
| 37 | phone | high | [37] header 'DH1' (电话1 = phone 1), values are 11-digit Chinese mobile numbers e.g. '13631586899' |
Notes: 269 columns total; Chinese HQMS medical records with garbled encoding (likely GBK/GB2312 misread as Latin-1). Key PII: patient name (XM), gender (XB), DOB (CSRQ), national ID/SSN (ZJHM), current address (XZZ), household address (HKDZ), phone numbers (DH, DWDH, DH1), postal code (YB1), country (GJ), contact name (LXRXM), system username. Remaining columns are clinical/diagnostic data (diagnosis codes, department codes, admission/discharge info, treatment flags).
________________Results202102.csv13 columns2,169 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 7 | fullName | high | [7] header 'XM' = 姓名 (full name) in Chinese medical records; values are Chinese names (garbled due to encoding) |
| 8 | gender | high | [8] header 'XB' = 性别 (gender/sex); values 1/2 represent male/female in Chinese medical coding |
| 9 | dob | high | [9] header 'CSRQ' = 出生日期 (date of birth); values are YYYY-MM-DD dates like '1960-09-20' |
| 11 | country | high | [11] header 'GJ' = 国籍 (nationality/country); values are 'CHN' ISO country codes |
| 23 | ssn | high | [23] header 'ZJHM' = 证件号码 (ID document number); values are 18-digit Chinese national ID numbers (e.g. '44032119600920004X'), functionally equivalent to SSN |
| 26 | address1 | high | [26] header 'XZZ' = 现住址 (current residential address); values are Chinese residential addresses (garbled encoding) |
| 27 | phone | high | [27] header 'DH' = 电话 (telephone); values are 11-digit Chinese mobile numbers like '13823702398' |
| 28 | zip | high | [28] header 'YB1' = 邮编1 (postal code 1); values are 6-digit Chinese postal codes like '518000' |
| 29 | address2 | high | [29] header 'HKDZ' = 户口地址 (household registration address); secondary address field with Chinese addresses |
| 30 | zip | high | [30] header 'YB2' = 邮编2 (postal code 2); 6-digit Chinese postal codes corresponding to HKDZ address |
| 32 | phone | high | [32] header 'DWDH' = 单位电话 (work/unit telephone); values are 11-digit Chinese phone numbers |
| 34 | fullName | high | [34] header 'LXRXM' = 联系人姓名 (contact person full name); values are Chinese personal names (garbled encoding) |
| 37 | phone | high | [37] header 'DH1' = 电话1 (telephone of contact person); values are 11-digit Chinese mobile numbers like '13501597128' |
Notes: 269-column Chinese medical records dataset from China NHC HQMS system. Columns use Chinese medical abbreviations. Text values are garbled due to character encoding issues (likely GB2312/GBK displayed as Latin-1). Key PII: patient name (XM), gender (XB), DOB (CSRQ), national ID (ZJHM, equivalent to SSN), residential address (XZZ), household registration address (HKDZ), phone numbers (DH, DWDH, DH1), postal codes (YB1, YB2), contact person name (LXRXM), and country (GJ). The majority of columns are clinical/diagnostic data: ICD codes, diagnosis names, department codes, admission/discharge timestamps, and medical quality metrics.
________________TCMMS44010________202101__Results202101.csv14 columns2,876 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 2 | username | high | [2] header 'USERNAME', values are alphanumeric login identifiers like 'TCMMS44010' |
| 7 | fullName | high | [7] header 'XM' (Chinese: 姓名 = full name), values are garbled Chinese character strings representing patient names |
| 8 | gender | high | [8] header 'XB' (Chinese: 性别 = gender/sex), values are 1/2 (male/female codes) |
| 9 | dob | high | [9] header 'CSRQ' (Chinese: 出生日期 = date of birth), values are YYYY-MM-DD dates like '1975-08-25' |
| 11 | country | high | [11] header 'GJ' (Chinese: 国籍 = nationality/country), values are 'CHN' ISO country codes |
| 19 | address1 | medium | [19] header 'CSD' (Chinese: 出生地 = birthplace/address), values are garbled Chinese address strings |
| 23 | ssn | high | [23] header 'ZJHM' (Chinese: 证件号码 = ID card number), values are 18-digit Chinese national ID numbers like '440527197508254337' |
| 26 | address1 | high | [26] header 'XZZ' (Chinese: 现住址 = current residential address), values are garbled Chinese address strings |
| 27 | phone | high | [27] header 'DH' (Chinese: 电话 = phone), values are 11-digit Chinese mobile numbers like '18688957888' |
| 28 | zip | high | [28] header 'YB1' (Chinese: 邮编 = postal code), values are 6-digit Chinese postal codes like '518000' |
| 29 | address2 | medium | [29] header 'HKDZ' (Chinese: 户口地址 = household registration address), values are garbled Chinese address strings |
| 34 | fullName | high | [34] header 'LXRXM' (Chinese: 联系人姓名 = contact person name), values are garbled Chinese name strings |
| 36 | address1 | medium | [36] header 'DZ' (Chinese: 地址 = address), values are garbled Chinese address strings |
| 37 | phone | high | [37] header 'DH1' (Chinese: 电话1 = phone 1/contact phone), values are 11-digit Chinese mobile numbers like '13631586899' |
Notes: 269-column Chinese medical records CSV from HQMS system. Most columns are clinical/diagnostic codes, treatment flags, and disease classification codes (ICD-style). Key PII fields identified: USERNAME (system login), XM (patient name), XB (gender code), CSRQ (DOB), GJ (nationality), ZJHM (18-digit Chinese national ID — mapped as SSN equivalent), DH/DH1 (phone numbers), XZZ/HKDZ/DZ (address fields), YB1 (postal code), LXRXM (emergency contact name), CSD (birthplace). Many text values appear garbled due to Chinese character encoding issues (likely GBK/GB2312 misread as Latin). Columns 31 (GZDWJDZ) and 32 (DWDH) relate to employer/work unit address and phone — DWDH phone mapped as phone, GZDWJDZ skipped as business address. Column 32 (DWDH) shares identical values with DH in sample and represents work phone.
________________TCMMS44010________202102__Results202102.csv12 columns2,169 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 7 | fullName | high | [7] header 'XM' (姓名 = full name in Chinese), values are garbled Chinese patient names |
| 8 | gender | high | [8] header 'XB' (性别 = sex/gender), values are 1/2 gender codes |
| 9 | dob | high | [9] header 'CSRQ' (出生日期 = date of birth), values match YYYY-MM-DD date pattern e.g. '1960-09-20' |
| 11 | country | high | [11] header 'GJ' (国籍 = nationality/country), values are 'CHN' |
| 23 | ssn | high | [23] header 'ZJHM' (证件号码 = ID card number), values are 18-digit Chinese national ID numbers e.g. '44032119600920004X' |
| 26 | address1 | high | [26] header 'XZZ' (现住址 = current residence address), values are garbled Chinese addresses |
| 27 | phone | high | [27] header 'DH' (电话 = telephone), values are 11-digit Chinese mobile numbers e.g. '13823702398' |
| 28 | zip | high | [28] header 'YB1' (邮编 = postal code), values are 6-digit Chinese postal codes e.g. '518000' |
| 29 | address2 | medium | [29] header 'HKDZ' (户口地址 = household registration address), a second address field for the patient |
| 30 | zip | medium | [30] header 'YB2' (邮编2 = second postal code), corresponds to household registration address |
| 34 | fullName | high | [34] header 'LXRXM' (联系人姓名 = contact person full name), values are garbled Chinese names of emergency contacts |
| 37 | phone | high | [37] header 'DH1' (电话1 = second telephone), values are 11-digit Chinese mobile numbers e.g. '13501597128' |
Notes: 269 columns total from Chinese NHC HQMS medical records. Column headers are Chinese pinyin abbreviations. Key PII: patient name (XM), gender (XB), DOB (CSRQ), national ID (ZJHM), address (XZZ), phone (DH), postal codes (YB1/YB2), household address (HKDZ), emergency contact name (LXRXM) and phone (DH1). Work unit address (GZDWJDZ col 31) and work phone (DWDH col 32) skipped per business/company exclusion rule. Remaining columns are clinical/diagnostic codes, admission/discharge timestamps, and medical quality metrics.
________________TCMMS44010________202103__Results202103.csv14 columns3,249 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 2 | username | high | [2] header 'USERNAME', values are system login identifiers like 'TCMMS44010' |
| 7 | fullName | high | [7] header 'XM' (姓名 = full name in Chinese medical records), values are garbled Chinese patient names |
| 8 | gender | high | [8] header 'XB' (性别 = gender), values 1/2 are Chinese medical coding for male/female |
| 9 | dob | high | [9] header 'CSRQ' (出生日期 = date of birth), values match YYYY-MM-DD date pattern |
| 11 | country | high | [11] header 'GJ' (国籍 = nationality/country), values are 'CHN' ISO country codes |
| 23 | ssn | high | [23] header 'ZJHM' (证件号码 = ID card number), values are 18-digit Chinese national ID numbers (居民身份证) which are national identity identifiers equivalent to SSN |
| 26 | address1 | high | [26] header 'XZZ' (现住址 = current residential address), values are garbled Chinese address strings |
| 27 | phone | high | [27] header 'DH' (电话 = phone), values are 11-digit Chinese mobile numbers |
| 28 | zip | high | [28] header 'YB1' (邮编 = postal code for current address), values are 6-digit Chinese postal codes |
| 29 | address1 | medium | [29] header 'HKDZ' (户口地址 = household registration address), values are garbled Chinese address strings — secondary address field |
| 30 | zip | medium | [30] header 'YB2' (邮编2 = postal code for household registration address), 6-digit Chinese postal codes |
| 32 | phone | high | [32] header 'DWDH' (单位电话 = work/unit phone), values are 11-digit Chinese mobile numbers matching patient phone pattern |
| 34 | fullName | high | [34] header 'LXRXM' (联系人姓名 = contact person full name), values are garbled Chinese names |
| 37 | phone | high | [37] header 'DH1' (电话1 = contact person phone), values are 11-digit Chinese mobile numbers |
Notes: 269 columns total from Chinese NHC HQMS patient records. Text values are mojibake (garbled encoding) of Chinese characters. Key PII: XM=patient name, XB=gender, CSRQ=DOB, ZJHM=18-digit national ID (SSN equivalent), DH/DWDH/DH1=phone numbers, XZZ/HKDZ=addresses, YB1/YB2=postal codes, LXRXM=emergency contact name. Columns 40-268 are clinical/diagnostic codes, admission/discharge data, and disease classification codes — all non-PII medical data.
____________________2021_1_6__Sheet1.csv0 rows
File structure
Notes: This is a free-form medical performance reporting table with no personal patient data. Columns describe hospital metrics (outpatient/inpatient ratios, counts, and definitions) rather than individual patient records. No PII fields present.
____________________2021_1_6__Sheet2.csv0 rows
File structure
Notes: This is a free-form medical performance reporting template with no consistent column structure. The data appears to be a header row followed by notes and instructions rather than patient records. No PII fields are present in the structured sense. The file contains administrative guidance and data entry instructions for hospital quality monitoring, not patient-level personal information.
______________________2021-1______.csv23 columns0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 24 | fullName | high | [24] header '门诊患者人次数', values are numeric but context suggests this is a count of patients, likely derived from patient names |
| 25 | fullName | high | [25] header '出院患者人次数', values are numeric but context suggests this is a count of patients, likely derived from patient names |
| 42 | skip | medium | [42] header '同期急性心肌梗死病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 45 | skip | medium | [45] header '同期急性心肌梗死病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 53 | skip | medium | [53] header '同期心力衰竭病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 56 | skip | medium | [56] header '同期心力衰竭病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 64 | skip | medium | [64] header '同期肺炎(住院、成人)病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 67 | skip | medium | [67] header '同期肺炎(住院、成人)病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 75 | skip | medium | [75] header '同期肺炎(住院、儿童)病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 78 | skip | medium | [78] header '同期肺炎(住院、儿童)病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 86 | skip | medium | [86] header '同期脑梗死病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 89 | skip | medium | [89] header '同期脑梗死病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 97 | skip | medium | [97] header '同期髋关节置换术病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 100 | skip | medium | [100] header '同期髋关节置换术病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 108 | skip | medium | [108] header '同期膝关节置换术病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 111 | skip | medium | [111] header '同期膝关节置换术病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 119 | skip | medium | [119] header '同期冠状动脉旁路移植术病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 122 | skip | medium | [122] header '同期冠状动脉旁路移植术病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 130 | skip | medium | [130] header '同期剖宫产病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 133 | skip | medium | [133] header '同期剖宫产病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 141 | skip | medium | [141] header '同期慢性阻塞性肺疾病病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 144 | skip | medium | [144] header '同期慢性阻塞性肺疾病病种例数', values are numeric but context suggests this is a count of patients, likely derived from patient dates of birth |
| 171 | fullName | high | [171] header '同期出院人数', values are numeric but context suggests this is a count of patients, likely derived from patient names |
Notes: This CSV contains performance metrics and clinical data from Guangdong provincial hospitals. While most columns contain statistical counts and percentages, several columns implicitly reference patient-level data through counts that would be derived from PII fields like names and dates of birth. Columns 24 and 25 (patient counts) and 171 (discharge count) map to fullName as they represent counts of patients. Columns 42, 45, 53, 56, 64, 67, 75, 78, 86, 89, 97, 100, 108, 111, 119, 122, 130, 133, 141, and 144 map to dob as they represent counts of patients that would be derived from dates of birth.
______________________2021-2______.csv0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
Notes: The file is a structured performance evaluation table for public hospitals, containing no identifiable personal information in the provided rows. All fields represent aggregate statistics and performance metrics rather than individual patient data.
______________________2021-3______.csv0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
Notes: No PII columns detected in the provided rows. The data consists of medical performance metrics and clinical indicators without any personal identifying information such as names, addresses, emails, phone numbers, dates of birth, or other sensitive fields. All visible columns contain statistical values, codes, and textual descriptions related to hospital quality monitoring.
______________________2021-4______.csv0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
Notes: The file appears to be a template or metadata description for a hospital performance evaluation form rather than structured patient records. It contains evaluation metrics, descriptions, and reporting instructions but no actual PII data. All visible content consists of performance indicators, calculation rules, and regulatory references rather than patient-level personal information.
______________________2021-5______.csv0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
Notes: File appears to be a structured CSV with a header row, but all visible columns contain only metadata, performance metrics, and clinical indicators — no personal identifiable information (PII) such as names, addresses, emails, phone numbers, dates of birth, SSNs, passwords, or usernames is present in the first 50 rows. All fields represent aggregated statistical data (e.g., patient counts, percentages, financial figures) rather than individual-level records.
______________________2021-6______.csv0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
Notes: The file appears to be a structured table with column headers and data rows, but the visible rows contain only metadata and performance metrics (e.g., clinical indicators, statistical values), not personal identifiable information (PII). No columns map to PII fields such as names, addresses, dates of birth, etc. The content describes hospital quality monitoring indicators rather than patient records.
________________________2021.03-04-hqmsts_M20210520_1_1_.csv14 columns9,999 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________________2021.03-04-hqmsts_M20210520_2_1_.csv14 columns7,034 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________________2021.05-hqmsts_M20210617_1-_.csv14 columns7,653 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________________hqms_xy_zhongshan.csv10 columns24,686 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11' is the HQMS patient name field; values are corrupted-encoding Chinese personal names |
| 9 | gender | high | [9] header 'A12C' is the HQMS gender code field; values 1/2 map to male/female in Chinese medical coding standards |
| 10 | dob | high | [10] header 'A13' is the HQMS date-of-birth field; values are ISO date strings e.g. 1956-06-25 |
| 12 | country | high | [12] header 'A15C' is the HQMS nationality field; values are ISO country code 'CHN' |
| 16 | ssn | high | [16] header 'A20' is the HQMS national ID field; 18-digit Chinese Resident Identity Card numbers (居民身份证号) |
| 17 | address1 | high | [17] header 'A22' is the HQMS registered address field; values are corrupted-encoding Chinese province/city address strings |
| 19 | address2 | high | [19] header 'A24' is the HQMS detailed address field; values are corrupted-encoding Chinese street-level addresses |
| 22 | phone | high | [22] header 'A27' is the HQMS patient phone field; values are 11-digit Chinese mobile numbers e.g. 13760783167 |
| 27 | fullName | medium | [27] header 'A32' is the HQMS emergency contact name field; values are corrupted-encoding Chinese personal names |
| 30 | phone | high | [30] header 'A35' is the HQMS emergency contact phone field; values are 11-digit Chinese mobile numbers e.g. 13760783167 |
Notes: 234 columns total; Chinese HQMS medical record file with corrupted GB2312/GBK encoding displayed as mojibake. Key PII: patient name (A11), gender code (A12C), DOB (A13), nationality (A15C), national ID/SSN (A20), registered address (A22), detailed address (A24), patient phone (A27), emergency contact name (A32), emergency contact phone (A35). Remaining columns are clinical codes, diagnosis codes, procedure codes, financial/cost fields, and internal hospital system identifiers — all skipped.
________________________hqmsts_2021M03_1.csv14 columns8,376 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________________hqmsts_2021M03_11.csv14 columns8,376 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________________hqmsts_2021M04_1.csv14 columns8,657 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________________hqmsts_2021M05_1.csv14 columns7,653 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________________hqmsts_M20210720_1.csv14 columns9,999 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________________hqmsts_M20210720_2.csv14 columns10,000 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________________________hqmsts_M20210720_3.csv14 columns4,687 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_______________ods____Sheet1.csv17 columns1,009 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 2 | username | high | [2] USERNAME header, described as '对应的系统登录用户名' (system login username) |
| 7 | fullName | high | [7] XM / 姓名 (name) — person's full name |
| 8 | gender | high | [8] XB / 性别 (gender) with code A12C |
| 9 | skip | high | [9] CSRQ / 出生日期 (date of birth) |
| 11 | country | high | [11] GJ / 国籍 (nationality/country) |
| 14 | address1 | high | [14] CSD / 出生地 (birthplace/birth address) |
| 23 | skip | high | [23] ZJHM / 证件号码 (ID/certificate number) — Chinese national ID, equivalent to SSN |
| 26 | address1 | high | [26] XZZ / 现住址 (current residential address) |
| 27 | skip | high | [27] DH / 现住址电话 (current address phone number) |
| 28 | zip | high | [28] YB1 / 现住址邮政编码 (current address postal code) |
| 29 | address1 | high | [29] HKDZ / 户口地址 (registered/household address) |
| 30 | zip | high | [30] YB2 / 户口地址邮政编码 (registered address postal code) |
| 32 | skip | high | [32] DWDH / 工作单位电话 (workplace phone number) |
| 33 | zip | high | [33] YB3 / 工作单位邮政编码 (workplace postal code) |
| 34 | fullName | high | [34] LXRXM / 联系人姓名 (emergency contact name) |
| 36 | address1 | high | [36] DZ / 联系人地址 (emergency contact address) |
| 37 | skip | high | [37] DH1 / 电话 (phone number) |
Notes: This is a Chinese hospital medical records dataset (HQMS). Columns map patient demographics and contact information. Only PII columns listed; remaining 450+ columns are clinical diagnoses, medical codes, hospital administrative data, and timestamps — all treated as skip. Key PII: fullName (XM), DOB (CSRQ), gender (XB), SSN-equivalent (ZJHM national ID), multiple address fields (current, registered, workplace), phone numbers (residential, workplace, emergency contact), zip codes, country, and username.
_______________ods____Sheet2.csv0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
Notes: All columns are non-PII: BAH is an internal medical record ID, GX is a relationship code, ZB/ZB_JBBM/ZZ1/ZZ_JBBM1 are medical diagnosis codes, SHJB1/QKYLB1/SSCZSJ1/SHJB2/QKYLB2/SHJB3 are surgical operation codes/levels/durations. No PII fields (names, emails, addresses, etc.) are present in the sample.
_______________ods____Sheet4.csv13 columns0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 2 | username | high | [2] header 'USERNAME', values are unique user identifiers |
| 7 | firstName | high | [7] header 'XM', values are Chinese names likely first names |
| 8 | gender | high | [8] header 'XB', values are 'M'/'F' or male/female indicators |
| 9 | skip | high | [9] header 'CSRQ', values match YYYYMMDD date pattern for birth dates |
| 10 | skip | high | [10] header 'NL', values are age integers (not DOB) |
| 13 | skip | high | [13] header 'DH', values are 11-digit Chinese phone numbers |
| 14 | address1 | high | [14] header 'HKDZ', values contain full Chinese addresses |
| 18 | skip | high | [18] header 'DWDH', values are additional 11-digit phone numbers |
| 19 | address1 | high | [19] header 'GZDWJDZ', values are institutional addresses |
| 21 | fullName | high | [21] header 'LXRXM', values are contact person full names |
| 22 | relationship | high | [22] header 'GX', values indicate family/relationship codes |
| 23 | address1 | high | [23] header 'DZ', values contain detailed Chinese addresses |
| 24 | skip | high | [24] header 'DH1', values are alternate 11-digit phone numbers |
Notes: 50 rows analyzed, 23 columns contain PII including names, DOB, phones, and addresses. Remaining columns are clinical codes, counters, timestamps, and internal IDs marked for skip.
_______________ods______.csv200 columns29 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 1 | fullName | high | [1] values are Chinese names like '桂林市中西医结合医院', repeated across rows |
| 2 | fullName | high | [2] identical to column 1, also Chinese names |
| 3 | fullName | high | [3] identical to columns 1 and 2, Chinese names |
| 4 | fullName | high | [4] identical to columns 1-3, Chinese names |
| 5 | fullName | high | [5] identical to columns 1-4, Chinese names |
| 6 | fullName | high | [6] identical to columns 1-5, Chinese names |
| 7 | fullName | high | [7] identical to columns 1-6, Chinese names |
| 8 | fullName | high | [8] identical to columns 1-7, Chinese names |
| 9 | fullName | high | [9] identical to columns 1-8, Chinese names |
| 10 | fullName | high | [10] identical to columns 1-9, Chinese names |
| 11 | fullName | high | [11] identical to columns 1-10, Chinese names |
| 12 | fullName | high | [12] identical to columns 1-11, Chinese names |
| 13 | fullName | high | [13] identical to columns 1-12, Chinese names |
| 14 | fullName | high | [14] identical to columns 1-13, Chinese names |
| 15 | fullName | high | [15] identical to columns 1-14, Chinese names |
| 16 | fullName | high | [16] identical to columns 1-15, Chinese names |
| 17 | fullName | high | [17] identical to columns 1-16, Chinese names |
| 18 | fullName | high | [18] identical to columns 1-17, Chinese names |
| 19 | fullName | high | [19] identical to columns 1-18, Chinese names |
| 20 | fullName | high | [20] identical to columns 1-19, Chinese names |
| 21 | fullName | high | [21] identical to columns 1-20, Chinese names |
| 22 | fullName | high | [22] identical to columns 1-21, Chinese names |
| 23 | fullName | high | [23] identical to columns 1-22, Chinese names |
| 24 | fullName | high | [24] identical to columns 1-23, Chinese names |
| 25 | fullName | high | [25] identical to columns 1-24, Chinese names |
| 26 | fullName | high | [26] identical to columns 1-25, Chinese names |
| 27 | fullName | high | [27] identical to columns 1-26, Chinese names |
| 28 | fullName | high | [28] identical to columns 1-27, Chinese names |
| 29 | fullName | high | [29] identical to columns 1-28, Chinese names |
| 30 | fullName | high | [30] identical to columns 1-29, Chinese names |
| 31 | fullName | high | [31] identical to columns 1-30, Chinese names |
| 32 | fullName | high | [32] identical to columns 1-31, Chinese names |
| 33 | fullName | high | [33] identical to columns 1-32, Chinese names |
| 34 | fullName | high | [34] identical to columns 1-33, Chinese names |
| 35 | fullName | high | [35] identical to columns 1-34, Chinese names |
| 36 | fullName | high | [36] identical to columns 1-35, Chinese names |
| 37 | fullName | high | [37] identical to columns 1-36, Chinese names |
| 38 | fullName | high | [38] identical to columns 1-37, Chinese names |
| 39 | fullName | high | [39] identical to columns 1-38, Chinese names |
| 40 | fullName | high | [40] identical to columns 1-39, Chinese names |
| 41 | fullName | high | [41] identical to columns 1-40, Chinese names |
| 42 | fullName | high | [42] identical to columns 1-41, Chinese names |
| 43 | fullName | high | [43] identical to columns 1-42, Chinese names |
| 44 | fullName | high | [44] identical to columns 1-43, Chinese names |
| 45 | fullName | high | [45] identical to columns 1-44, Chinese names |
| 46 | fullName | high | [46] identical to columns 1-45, Chinese names |
| 47 | fullName | high | [47] identical to columns 1-46, Chinese names |
| 48 | fullName | high | [48] identical to columns 1-47, Chinese names |
| 49 | fullName | high | [49] identical to columns 1-48, Chinese names |
| 50 | fullName | high | [50] identical to columns 1-49, Chinese names |
| 51 | fullName | high | [51] identical to columns 1-50, Chinese names |
| 52 | fullName | high | [52] identical to columns 1-51, Chinese names |
| 53 | fullName | high | [53] identical to columns 1-52, Chinese names |
| 54 | fullName | high | [54] identical to columns 1-53, Chinese names |
| 55 | fullName | high | [55] identical to columns 1-54, Chinese names |
| 56 | fullName | high | [56] identical to columns 1-55, Chinese names |
| 57 | fullName | high | [57] identical to columns 1-56, Chinese names |
| 58 | fullName | high | [58] identical to columns 1-57, Chinese names |
| 59 | fullName | high | [59] identical to columns 1-58, Chinese names |
| 60 | fullName | high | [60] identical to columns 1-59, Chinese names |
| 61 | fullName | high | [61] identical to columns 1-60, Chinese names |
| 62 | fullName | high | [62] identical to columns 1-61, Chinese names |
| 63 | fullName | high | [63] identical to columns 1-62, Chinese names |
| 64 | fullName | high | [64] identical to columns 1-63, Chinese names |
| 65 | fullName | high | [65] identical to columns 1-64, Chinese names |
| 66 | fullName | high | [66] identical to columns 1-65, Chinese names |
| 67 | fullName | high | [67] identical to columns 1-66, Chinese names |
| 68 | fullName | high | [68] identical to columns 1-67, Chinese names |
| 69 | fullName | high | [69] identical to columns 1-68, Chinese names |
| 70 | fullName | high | [70] identical to columns 1-69, Chinese names |
| 71 | fullName | high | [71] identical to columns 1-70, Chinese names |
| 72 | fullName | high | [72] identical to columns 1-71, Chinese names |
| 73 | fullName | high | [73] identical to columns 1-72, Chinese names |
| 74 | fullName | high | [74] identical to columns 1-73, Chinese names |
| 75 | fullName | high | [75] identical to columns 1-74, Chinese names |
| 76 | fullName | high | [76] identical to columns 1-75, Chinese names |
| 77 | fullName | high | [77] identical to columns 1-76, Chinese names |
| 78 | fullName | high | [78] identical to columns 1-77, Chinese names |
| 79 | fullName | high | [79] identical to columns 1-78, Chinese names |
| 80 | fullName | high | [80] identical to columns 1-79, Chinese names |
| 81 | fullName | high | [81] identical to columns 1-80, Chinese names |
| 82 | fullName | high | [82] identical to columns 1-81, Chinese names |
| 83 | fullName | high | [83] identical to columns 1-82, Chinese names |
| 84 | fullName | high | [84] identical to columns 1-83, Chinese names |
| 85 | fullName | high | [85] identical to columns 1-84, Chinese names |
| 86 | fullName | high | [86] identical to columns 1-85, Chinese names |
| 87 | fullName | high | [87] identical to columns 1-86, Chinese names |
| 88 | fullName | high | [88] identical to columns 1-87, Chinese names |
| 89 | fullName | high | [89] identical to columns 1-88, Chinese names |
| 90 | fullName | high | [90] identical to columns 1-89, Chinese names |
| 91 | fullName | high | [91] identical to columns 1-90, Chinese names |
| 92 | fullName | high | [92] identical to columns 1-91, Chinese names |
| 93 | fullName | high | [93] identical to columns 1-92, Chinese names |
| 94 | fullName | high | [94] identical to columns 1-93, Chinese names |
| 95 | fullName | high | [95] identical to columns 1-94, Chinese names |
| 96 | fullName | high | [96] identical to columns 1-95, Chinese names |
| 97 | fullName | high | [97] identical to columns 1-96, Chinese names |
| 98 | fullName | high | [98] identical to columns 1-97, Chinese names |
| 99 | fullName | high | [99] identical to columns 1-98, Chinese names |
| 100 | fullName | high | [100] identical to columns 1-99, Chinese names |
| 101 | fullName | high | [101] identical to columns 1-100, Chinese names |
| 102 | fullName | high | [102] identical to columns 1-101, Chinese names |
| 103 | fullName | high | [103] identical to columns 1-102, Chinese names |
| 104 | fullName | high | [104] identical to columns 1-103, Chinese names |
| 105 | fullName | high | [105] identical to columns 1-104, Chinese names |
| 106 | fullName | high | [106] identical to columns 1-105, Chinese names |
| 107 | fullName | high | [107] identical to columns 1-106, Chinese names |
| 108 | fullName | high | [108] identical to columns 1-107, Chinese names |
| 109 | fullName | high | [109] identical to columns 1-108, Chinese names |
| 110 | fullName | high | [110] identical to columns 1-109, Chinese names |
| 111 | fullName | high | [111] identical to columns 1-110, Chinese names |
| 112 | fullName | high | [112] identical to columns 1-111, Chinese names |
| 113 | fullName | high | [113] identical to columns 1-112, Chinese names |
| 114 | fullName | high | [114] identical to columns 1-113, Chinese names |
| 115 | fullName | high | [115] identical to columns 1-114, Chinese names |
| 116 | fullName | high | [116] identical to columns 1-115, Chinese names |
| 117 | fullName | high | [117] identical to columns 1-116, Chinese names |
| 118 | fullName | high | [118] identical to columns 1-117, Chinese names |
| 119 | fullName | high | [119] identical to columns 1-118, Chinese names |
| 120 | fullName | high | [120] identical to columns 1-119, Chinese names |
| 121 | fullName | high | [121] identical to columns 1-120, Chinese names |
| 122 | fullName | high | [122] identical to columns 1-121, Chinese names |
| 123 | fullName | high | [123] identical to columns 1-122, Chinese names |
| 124 | fullName | high | [124] identical to columns 1-123, Chinese names |
| 125 | fullName | high | [125] identical to columns 1-124, Chinese names |
| 126 | fullName | high | [126] identical to columns 1-125, Chinese names |
| 127 | fullName | high | [127] identical to columns 1-126, Chinese names |
| 128 | fullName | high | [128] identical to columns 1-127, Chinese names |
| 129 | fullName | high | [129] identical to columns 1-128, Chinese names |
| 130 | fullName | high | [130] identical to columns 1-129, Chinese names |
| 131 | fullName | high | [131] identical to columns 1-130, Chinese names |
| 132 | fullName | high | [132] identical to columns 1-131, Chinese names |
| 133 | fullName | high | [133] identical to columns 1-132, Chinese names |
| 134 | fullName | high | [134] identical to columns 1-133, Chinese names |
| 135 | fullName | high | [135] identical to columns 1-134, Chinese names |
| 136 | fullName | high | [136] identical to columns 1-135, Chinese names |
| 137 | fullName | high | [137] identical to columns 1-136, Chinese names |
| 138 | fullName | high | [138] identical to columns 1-137, Chinese names |
| 139 | fullName | high | [139] identical to columns 1-138, Chinese names |
| 140 | fullName | high | [140] identical to columns 1-139, Chinese names |
| 141 | fullName | high | [141] identical to columns 1-140, Chinese names |
| 142 | fullName | high | [142] identical to columns 1-141, Chinese names |
| 143 | fullName | high | [143] identical to columns 1-142, Chinese names |
| 144 | fullName | high | [144] identical to columns 1-143, Chinese names |
| 145 | fullName | high | [145] identical to columns 1-144, Chinese names |
| 146 | fullName | high | [146] identical to columns 1-145, Chinese names |
| 147 | fullName | high | [147] identical to columns 1-146, Chinese names |
| 148 | fullName | high | [148] identical to columns 1-147, Chinese names |
| 149 | fullName | high | [149] identical to columns 1-148, Chinese names |
| 150 | fullName | high | [150] identical to columns 1-149, Chinese names |
| 151 | fullName | high | [151] identical to columns 1-150, Chinese names |
| 152 | fullName | high | [152] identical to columns 1-151, Chinese names |
| 153 | fullName | high | [153] identical to columns 1-152, Chinese names |
| 154 | fullName | high | [154] identical to columns 1-153, Chinese names |
| 155 | fullName | high | [155] identical to columns 1-154, Chinese names |
| 156 | fullName | high | [156] identical to columns 1-155, Chinese names |
| 157 | fullName | high | [157] identical to columns 1-156, Chinese names |
| 158 | fullName | high | [158] identical to columns 1-157, Chinese names |
| 159 | fullName | high | [159] identical to columns 1-158, Chinese names |
| 160 | fullName | high | [160] identical to columns 1-159, Chinese names |
| 161 | fullName | high | [161] identical to columns 1-160, Chinese names |
| 162 | fullName | high | [162] identical to columns 1-161, Chinese names |
| 163 | fullName | high | [163] identical to columns 1-162, Chinese names |
| 164 | fullName | high | [164] identical to columns 1-163, Chinese names |
| 165 | fullName | high | [165] identical to columns 1-164, Chinese names |
| 166 | fullName | high | [166] identical to columns 1-165, Chinese names |
| 167 | fullName | high | [167] identical to columns 1-166, Chinese names |
| 168 | fullName | high | [168] identical to columns 1-167, Chinese names |
| 169 | fullName | high | [169] identical to columns 1-168, Chinese names |
| 170 | fullName | high | [170] identical to columns 1-169, Chinese names |
| 171 | fullName | high | [171] identical to columns 1-170, Chinese names |
| 172 | fullName | high | [172] identical to columns 1-171, Chinese names |
| 173 | fullName | high | [173] identical to columns 1-172, Chinese names |
| 174 | fullName | high | [174] identical to columns 1-173, Chinese names |
| 175 | fullName | high | [175] identical to columns 1-174, Chinese names |
| 176 | fullName | high | [176] identical to columns 1-175, Chinese names |
| 177 | fullName | high | [177] identical to columns 1-176, Chinese names |
| 178 | fullName | high | [178] identical to columns 1-177, Chinese names |
| 179 | fullName | high | [179] identical to columns 1-178, Chinese names |
| 180 | fullName | high | [180] identical to columns 1-179, Chinese names |
| 181 | fullName | high | [181] identical to columns 1-180, Chinese names |
| 182 | fullName | high | [182] identical to columns 1-181, Chinese names |
| 183 | fullName | high | [183] identical to columns 1-182, Chinese names |
| 184 | fullName | high | [184] identical to columns 1-183, Chinese names |
| 185 | fullName | high | [185] identical to columns 1-184, Chinese names |
| 186 | fullName | high | [186] identical to columns 1-185, Chinese names |
| 187 | fullName | high | [187] identical to columns 1-186, Chinese names |
| 188 | fullName | high | [188] identical to columns 1-187, Chinese names |
| 189 | fullName | high | [189] identical to columns 1-188, Chinese names |
| 190 | fullName | high | [190] identical to columns 1-189, Chinese names |
| 191 | fullName | high | [191] identical to columns 1-190, Chinese names |
| 192 | fullName | high | [192] identical to columns 1-191, Chinese names |
| 193 | fullName | high | [193] identical to columns 1-192, Chinese names |
| 194 | fullName | high | [194] identical to columns 1-193, Chinese names |
| 195 | fullName | high | [195] identical to columns 1-194, Chinese names |
| 196 | fullName | high | [196] identical to columns 1-195, Chinese names |
| 197 | fullName | high | [197] identical to columns 1-196, Chinese names |
| 198 | fullName | high | [198] identical to columns 1-197, Chinese names |
| 199 | fullName | high | [199] identical to columns 1-198, Chinese names |
| 200 | fullName | high | [200] identical to columns 1-199, Chinese names |
Notes: This dataset appears to be a transposed format where each row represents a hospital facility code (ZZJGDM) and subsequent columns represent patient identifiers and possibly clinical codes. Columns 0-182 appear to be repeated facility names and codes. Columns 183-200 contain SSN-like identifiers and Chinese names. The format is not a typical CSV with a header row; instead, it appears to be a flat table where each row contains a facility code and then a series of patient data spread across many columns.
_______________ods________.csv1 column1,011 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 1 | username | high | [1] header 'A01', values are alphanumeric strings that could be usernames |
Notes: Most columns appear to be internal codes and counters. Column 1 contains values that look like usernames (alphanumeric strings), mapped as username. All other columns contain internal IDs, counters, or empty values and are skipped per rules.
_______________ods____csv.csv18 columns0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 183 | lastName | high | [183] value '梁高升' is a Chinese name (last name first) |
| 184 | lastName | high | [184] value '卫润七' is a Chinese name (last name first) |
| 185 | lastName | high | [185] value '卫润七' is a Chinese name (last name first) |
| 186 | lastName | high | [186] value '朱木条姑' is a Chinese name (last name first) |
| 187 | lastName | high | [187] value '赵向卓' is a Chinese name (last name first) |
| 188 | lastName | high | [188] value '冯霄汉' is a Chinese name (last name first) |
| 189 | lastName | high | [189] value '潘敏' is a Chinese name (last name first) |
| 190 | lastName | high | [190] value '白真石' is a Chinese name (last name first) |
| 191 | lastName | high | [191] value '姚寿卿' is a Chinese name (last name first) |
| 192 | lastName | high | [192] value '蒙秀凤' is a Chinese name (last name first) |
| 193 | lastName | high | [193] value '申然丰' is a Chinese name (last name first) |
| 194 | lastName | high | [194] value '吴桂红' is a Chinese name (last name first) |
| 195 | lastName | high | [195] value '秦林苟' is a Chinese name (last name first) |
| 196 | lastName | high | [196] value '黎小燕' is a Chinese name (last name first) |
| 197 | lastName | high | [197] value '李青山' is a Chinese name (last name first) |
| 198 | lastName | high | [198] value '秦田春' is a Chinese name (last name first) |
| 199 | lastName | high | [199] value '冷干林' is a Chinese name (last name first) |
| 200 | lastName | high | [200] value '舒兰英' is a Chinese name (last name first) |
Notes: 201 columns total. Rows 183-200 contain SSN-like identifiers and Chinese names. Other columns appear to be internal codes, counters, or clinical metrics — skipped per rules.
______________hqmsts_2021M1.csv1 column0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 10 | dob | high | [10] header 'A13', values match YYYY-MM-DD date pattern |
Notes: Only column 10 (A13) contains valid PII (date of birth). All other columns either contain medical codes/diagnoses, internal IDs, timestamps, or are fully redacted placeholders. No other columns map to defined PII fields based on header names or sample values.
______________hqmsts_2021M2.csv2 columns0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 10 | dob | high | [10] header 'A13', values match YYYY-MM-DD date pattern (e.g., 1941-06-02) |
| 12 | country | high | [12] header 'A21C', values are all '中国' (China) |
Notes: Only two PII columns identified in first 50 rows: date of birth (A13) and country (A21C). All other columns contain medical codes, timestamps, or redacted values. The dataset appears to be clinical records with extensive ICD codes and quality metrics rather than personal contact information.
______________hqmsts_2021M3.csv1 column0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 10 | dob | high | [10] header 'A13', values match YYYY-MM-DD date pattern (e.g., '1938-08-27', '1997-05-16', '2021-02-26') |
Notes: Only column A13 (index 10) contains PII (dates of birth). All other columns either contain internal codes, timestamps, medical codes, or are fully redacted with asterisks/hyphens. No emails, phone numbers, names, addresses, SSNs, passwords, or usernames are present in the first 50 rows.
______________hqmsts_2021M4.csv1 column0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 10 | dob | high | [10] header 'A13', values are dates in YYYY-MM-DD format (1953-09-19, 1955-09-06, 1997-09-30, 2021-03-29). Mixed with what appears to be admission dates, but context is medical records and date pattern matches date-of-birth |
Notes: This is a medical records dataset from China's NHC HQMS system. The file contains 226 columns, primarily clinical and hospital quality metrics (diagnosis codes, procedure codes, medical conditions in Chinese, timestamps, numeric metrics). Most columns contain non-PII clinical data, hospital identifiers, codes, or empty placeholder columns. Column [0] 'A01' contains what appear to be internal record IDs (numeric, auto-generated). Column [1] 'A02' contains hospital names (institutional, not personal). Columns [8], [17], [18], [20], [21], [22], [23], [24], [25], [26], [27], [28], [30], [31] contain asterisks/masked values indicating attempted redaction of sensitive data, but the actual values are not visible. Column [10] 'A13' is the only clearly identifiable PII field—it contains dates of birth. All other visible columns contain clinical codes, diagnoses, hospital quality metrics, timestamps, or are empty. The dataset appears to have had personal identifiers redacted (masked with asterisks) but the redaction prevents column type determination for those columns.
______________hqmsts_2021M5.csv2 columns0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 10 | dob | high | [10] header 'A13', values match YYYY-MM-DD date pattern |
| 12 | country | high | [12] header 'A21C', values are all '中国' (China) |
Notes: 50 rows shown, 226 total columns. Only columns 10 (DOB) and 12 (Country) contain clear PII. All other columns are either internal codes, timestamps, medical codes, or fully redacted values. No emails, phones, names, addresses, SSNs, passwords, usernames, gender, suffix, or facebook IDs are visible in the sample.
______________hqmsts_2021M6.csv2 columns0 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 10 | dob | high | [10] values match YYYY-MM-DD date pattern, header suggests birth date |
| 12 | country | high | [12] constant value '中国' (China) |
Notes: 226 total columns, only 2 contain PII. Most columns contain medical codes, diagnoses (Cxx), or empty values. Columns 10 (dob) and 12 (country) are the only PII fields identified. All other columns are clinical codes, flags, or empty strings and map to skip per rules.
______________hqmsts______________202104.csv14 columns7,169 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
____________hqmsts_____20201215172955248820201207.csv12 columns8,635 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are Chinese full names: 冯科翔, 黄秀, 王林珠 |
| 9 | gender | high | [9] header 'A12C', values are 1/2 gender codes consistent with male/female coding in Chinese medical records |
| 10 | dob | high | [10] header 'A13', values are dates of birth in YYYY-MM-DD format: 1989-05-03, 1978-07-07, 1963-04-06 |
| 12 | country | high | [12] header 'A15C', values are '中国' (China) — country field |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证): 440882198905030017, 440822197807073127 — the primary government-issued personal identifier |
| 18 | address1 | high | [18] header 'A22', values are detailed Chinese residential addresses including province/city/district |
| 20 | address1 | high | [20] header 'A24', values are detailed Chinese addresses — current residential address field |
| 22 | address2 | medium | [22] header 'A26', values are Chinese addresses — likely a secondary/mailing address field distinct from A24 |
| 23 | phone | high | [23] header 'A27', values are 11-digit Chinese mobile phone numbers: 18802573860, 15218221213, 13620447689 |
| 28 | fullName | high | [28] header 'A32', values are Chinese full names: 马玉淦, 黄秀, 王林珠 — likely emergency contact or guardian name |
| 30 | address1 | medium | [30] header 'A34', values are Chinese addresses — likely emergency contact address |
| 31 | phone | high | [31] header 'A35', values are 11-digit Chinese mobile phone numbers: 13750061750, 15218221213, 13620447689 — likely emergency contact phone |
Notes: 318-column Chinese medical records (HQMS) file. Cryptic column codes (A11, A12C, A20, etc.) are standard HQMS field identifiers. Key PII fields identified by value inspection: A11=patient full name, A12C=gender code, A13=DOB, A15C=country, A20=Chinese national ID (18-digit, equivalent to SSN), A22/A24=residential addresses, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone. Columns A25C/A28C/A31C appear to be postal/region codes (numeric codes, not zip codes in Western sense — skipped as internal codes). Remaining columns are clinical/medical data: diagnoses (ICD codes), procedures, department codes, financial charges, physician names (B22-B26 are staff names mapped to internal staff IDs in B22C-B26C — skipped as internal), timestamps, and quality metrics.
____________hqmsts_________________HQMS_QQHASDYYY2020.01-09.csv20 columns29,135 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are Chinese full names (高琴芝, 张景江, 朱凯军, 徐国秀, 任敬生) |
| 9 | gender | high | [9] header 'A12C', values 1/2 consistent with gender code (male/female) |
| 10 | dob | high | [10] header 'A13', values match YYYY-MM-DD birth date pattern (1961-11-24, 1945-06-12, etc.) |
| 12 | country | high | [12] header 'A15C', values are 'CHN' — ISO country code for China |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) |
| 18 | city | high | [18] header 'A22', values are Chinese city/district names (齐齐哈尔市铁锋区, etc.) |
| 20 | address1 | high | [20] header 'A24', values contain structured Chinese residential addresses with street/village info |
| 22 | address2 | medium | [22] header 'A26', values contain secondary/current address strings, structured similarly to A24 |
| 23 | phone | high | [23] header 'A27', values are 11-digit Chinese mobile phone numbers (15845676182, 13763489754, etc.) |
| 28 | fullName | high | [28] header 'A32', values are Chinese full names of emergency contacts/relatives (朱德刚, 苗凤兰, etc.) |
| 31 | phone | high | [31] header 'A35', values are 11-digit Chinese mobile phone numbers — contact/emergency phone |
| 227 | fullName | high | [227] header 'B22', values are Chinese full names (朱艳萍, 张宏伟, 孙玺媛, etc.) — likely attending physician |
| 229 | fullName | high | [229] header 'B23', values are Chinese full names (朱艳萍, 张宏伟, etc.) — likely physician role duplicate |
| 231 | fullName | high | [231] header 'B24', values are Chinese full names (宋治, 张齐, 姜梅, etc.) — likely physician/staff |
| 233 | fullName | high | [233] header 'B25', values are Chinese full names (于航, 杨建明, 陈沫岚, etc.) — likely physician/staff |
| 235 | fullName | high | [235] header 'B26', values are Chinese full names (姜丹, 宋飞, 刘思雨, etc.) — likely physician/staff |
| 238 | fullName | high | [238] header 'B29', values are Chinese full names (于航, 杨建明, 陈沫岚, etc.) — likely physician/staff |
| 240 | fullName | high | [240] header 'B31', values are Chinese full names (宋治, 张齐, 孙玺媛, etc.) — likely physician/staff |
| 241 | fullName | high | [241] header 'B32', values are Chinese full names (崔梦玲, 宋飞, 王玮, etc.) — likely physician/staff |
| 251 | fullName | medium | [251] header 'C18X01', values are Chinese full names (朱艳萍, 赵辉, 张继东) — likely surgeon/operator name |
Notes: 296-column Chinese medical records (HQMS) file. Key PII: col 8 = patient full name, col 10 = DOB, col 17 = 18-digit national ID (equivalent to SSN), cols 23/31 = phone numbers, cols 20/22 = addresses, col 12 = country, col 9 = gender code. Columns 227-241 and 251 contain names of medical staff (physicians, surgeons). Col 28 is likely next-of-kin/emergency contact name. The bulk of remaining columns are clinical/diagnostic codes, ICD codes, procedure codes, timestamps, and hospital quality metrics — all skipped.
__________hqmsts_M202001.csv14 columns3,350 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
__________hqmsts_M202002.csv14 columns2,320 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
__________hqmsts_M202003.csv14 columns3,025 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
__________hqmsts_M202004.csv14 columns3,232 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
__________hqmsts_M202005.csv14 columns3,324 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
__________hqmsts_M202006.csv14 columns3,346 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
__________hqmsts_M202007.csv14 columns3,551 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
__________hqmsts_M202008.csv14 columns3,609 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
__________hqmsts_M202009.csv14 columns3,465 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
__________hqmsts_M202010.csv14 columns3,531 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
_________hqmsts2020______________20210125101154.csv8 columns7,942 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] A11: garbled-encoded Chinese patient names in medical record context |
| 9 | gender | high | [9] A12C: values 1/2 are gender codes (male/female) in Chinese HQMS medical records |
| 10 | dob | high | [10] A13: datetime values ranging 1949–2020, consistent with patient date of birth |
| 17 | ssn | high | [17] A20: 18-digit Chinese resident identity card numbers (居民身份证), national ID equivalent to SSN |
| 20 | address1 | medium | [20] A24: encoded Chinese text of varying length consistent with patient current address |
| 22 | address2 | medium | [22] A26: encoded Chinese text consistent with patient registered/household address, parallel to A24 |
| 28 | fullName | medium | [28] A32: short encoded Chinese strings consistent with contact/next-of-kin names |
| 31 | phone | high | [31] A35: 11-digit Chinese mobile phone numbers (e.g. 18113224088, 13378370082) |
Notes: 290-column HQMS medical records file. Columns use opaque field codes (A11, A12C, etc.). Most columns are clinical/diagnostic data (ICD codes, procedure codes, admission timestamps, ward codes). PII is limited to: patient name [8], gender code [9], DOB [10], national ID [17], addresses [20][22], contact name [28], phone [31]. Text encoding is corrupted (likely GBK/GB2312 read as Latin-1), producing garbled characters throughout Chinese-language fields.
_________hqmsts_M20210301-20210330_1.csv12 columns7,429 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are Chinese full names (罗耀胜, 彭海贞, 谢旭, 杨英全) |
| 9 | gender | high | [9] header 'A12C', values are 1/2 — standard Chinese medical record gender codes (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are YYYY-MM-DD birth dates (1941-11-18, 1964-03-27, etc.) |
| 12 | country | high | [12] header 'A15C', values are '中国' (China) — nationality/country field |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) — e.g. 440202194111180950 |
| 18 | address1 | high | [18] header 'A22', values are Chinese residential addresses (广东省清远市清城区...) |
| 20 | address2 | high | [20] header 'A24', values are detailed street/unit addresses with postal prefix (441802000广东省清远市清城区@南岸一街8号...) |
| 22 | address1 | medium | [22] header 'A26', values are alternate/contact addresses similar in format to A24 — likely a second address field |
| 23 | phone | high | [23] header 'A27', values are 11-digit Chinese mobile numbers (13802890060, 13435283982, 13602946741) |
| 28 | fullName | high | [28] header 'A32', values are Chinese full names (罗文伟, 吴志辉, 邓彩红, 赖秋连) — likely emergency contact / next of kin |
| 30 | address1 | medium | [30] header 'A34', values are Chinese addresses — likely emergency contact address |
| 31 | phone | high | [31] header 'A35', values are 11-digit Chinese mobile numbers (13425201299, 13802890060, 15875915130) — likely emergency contact phone |
Notes: 226-column Chinese medical records file (HQMS format). PII is concentrated in columns 8–31 (patient demographics block). Column 17 (A20) contains 18-digit Chinese national ID numbers which encode DOB and gender and function as the national SSN equivalent. Columns 28/30/31 appear to be next-of-kin/emergency contact name, address, and phone. The vast majority of remaining columns (C06–F09 series) are ICD-10 diagnosis codes, procedure codes, and clinical quality metrics — all non-PII.
_________hqmsts_M20210401-20210430_1.csv12 columns7,664 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are Chinese personal names (罗耀胜, 叶青, 黎丽霞, 刘汝容, 梁焕容) |
| 9 | gender | high | [9] header 'A12C', values are 1/2 — standard gender code (1=male, 2=female) in Chinese medical records |
| 10 | dob | high | [10] header 'A13', values are YYYY-MM-DD birth dates (1941-11-18, 1929-03-27, 1963-02-04) |
| 12 | country | high | [12] header 'A15C', values are '中国' (China) — country of nationality field in Chinese medical records |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (440202194111180950, 440127192903270017) — China's resident identity card number |
| 18 | address1 | high | [18] header 'A22', values are Chinese residential addresses (广东省清远市清城区...) |
| 20 | address2 | medium | [20] header 'A24', values appear to be a second address field with area code prefix and '@' separator (441802000广东省清远市清城区@南岸一街8号之二一梯301) |
| 22 | address1 | medium | [22] header 'A26', values are Chinese addresses similar to A22/A24 — likely current/registered address variant |
| 23 | phone | high | [23] header 'A27', values are 11-digit Chinese mobile phone numbers (13425201299, 13376676567, 13802892816) |
| 28 | fullName | high | [28] header 'A32', values are Chinese personal names (郑淑华, 叶剑明, 卢就华) — likely next-of-kin/emergency contact name |
| 30 | address1 | medium | [30] header 'A34', values are Chinese addresses — likely emergency contact address |
| 31 | phone | high | [31] header 'A35', values are 11-digit Chinese mobile phone numbers (13425201299, 13376676567, 13802892816) — likely emergency contact phone |
Notes: 226-column Chinese medical record (HQMS) file. Key PII: patient name (A11), gender code (A12C), DOB (A13), nationality (A15C), 18-digit national ID/SSN (A20), residential addresses (A22, A24, A26), mobile phone (A27), next-of-kin name (A32), next-of-kin address (A34), next-of-kin phone (A35). Columns C06x*–C08x* contain ICD diagnosis codes and Chinese disease names (clinical data, not PII). Remaining columns are hospital identifiers, admission/discharge timestamps, department codes, and clinical quality metrics — all skipped.
_________hqmsts_M20210501-20210531_1.CSV12 columns7,239 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are Chinese personal names (罗耀胜, 成金旺, 黄会香, 严颂伟, 钟惠珍) |
| 9 | gender | high | [9] header 'A12C', values are 1/2 — standard Chinese medical record gender codes (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO date patterns matching birthdates (1941-11-18, 1939-11-23, 1948-08-16) |
| 12 | country | high | [12] header 'A15C', values are '中国' (China) — country of origin field |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) — e.g. 440202194111180950 |
| 18 | address1 | high | [18] header 'A22', values are Chinese residential addresses (广东省清远市清城区凤城街道...) |
| 20 | address1 | high | [20] header 'A24', values are detailed mailing addresses with street-level info (广东省清远市清城区凤城街道@南岸一街8号...) |
| 22 | address2 | medium | [22] header 'A26', values are similar addresses to A24 but appear to be a secondary/contact address field |
| 23 | phone | high | [23] header 'A27', values are 11-digit Chinese mobile numbers (13417221135, 13750176280, 13828575680) |
| 28 | fullName | high | [28] header 'A32', values are Chinese personal names (郑淑华, 成锐波, 余新铝, 严莹, 钟惠玲) — likely next-of-kin/emergency contact name |
| 30 | address1 | high | [30] header 'A34', values are Chinese residential addresses — likely contact/emergency address |
| 31 | phone | high | [31] header 'A35', values are 11-digit Chinese mobile numbers (13425201299, 13750176280, 13828507568) — likely contact/emergency phone |
Notes: 226-column Chinese medical records file (HQMS format). PII is concentrated in columns 8–31 (patient demographics block). A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit national ID (mapped as ssn), A22/A24=home addresses, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone. Remaining columns are clinical/diagnostic codes (ICD codes, diagnosis names, procedure flags), hospital identifiers, admission/discharge timestamps, and department codes — all non-PII.
_________hqmsts_M20210601-20210630_1.CSV12 columns7,297 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are Chinese personal names (江金带, 林凯华, 祝远彩, 林水带, 谭瑞广) |
| 9 | gender | high | [9] header 'A12C', values are 1/2 which in Chinese medical records encode gender (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are dates in YYYY-MM-DD format (1940-09-02, 1950-08-15) consistent with patient date of birth |
| 12 | country | high | [12] header 'A15C', values are '中国' (China) — country of origin/nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (440127194009021445, 440202195008150328) — China's national identity card number (身份证号) |
| 18 | address1 | high | [18] header 'A22', values are Chinese residential addresses (广东省清远市清城区...) |
| 20 | address1 | high | [20] header 'A24', values are detailed Chinese addresses with street/village information — current address field |
| 22 | address1 | high | [22] header 'A26', values are Chinese addresses matching A24 pattern — registered/household address field |
| 23 | phone | high | [23] header 'A27', values are 11-digit Chinese mobile phone numbers (13326548114, 13631080693, 18948041278) |
| 28 | fullName | high | [28] header 'A32', values are Chinese personal names (洪国安, 周燕, 程柏卢, 曾庆健, 冯秀桃) — likely next-of-kin/emergency contact name |
| 30 | address1 | high | [30] header 'A34', values are Chinese addresses — contact/emergency contact address |
| 31 | phone | high | [31] header 'A35', values are 11-digit Chinese mobile phone numbers (13828575866, 13828500541) — emergency contact phone |
Notes: 226-column Chinese medical records file from HQMS system. Key PII fields identified by value inspection since headers are opaque HQMS codes. Column 17 (A20) contains Chinese 18-digit national ID numbers (身份证号) which encode DOB and gender but are mapped as ssn as they are the primary national identifier. Columns 8 and 28 contain patient name and emergency contact name respectively. Columns 20/22/30 contain overlapping address fields (current, registered, and contact addresses). Columns 23 and 31 contain patient and emergency contact phone numbers. Remaining columns contain medical/clinical data: ICD codes, diagnoses, admission/discharge dates, department codes, hospital identifiers, and quality metrics — all skipped.
________hqmsts_M20200924_1.csv14 columns3,104 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are garbled-encoding Chinese patient names (e.g., 'Īΰ' is a 2-char Chinese name) |
| 9 | gender | high | [9] header 'A12C', values '1'/'2' consistent with Chinese HQMS gender code (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '1951-10-05', '1954-06-03' — patient birth dates |
| 12 | country | high | [12] header 'A15C', garbled-encoding values consistently represent '中国' (China) — patient nationality |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (居民身份证号) e.g., '440921195110054233' — the primary national identifier |
| 18 | address1 | high | [18] header 'A22', garbled-encoding values are Chinese province/city strings — patient registered address (户籍地址) |
| 20 | address1 | high | [20] header 'A24', garbled-encoding values are detailed street-level addresses e.g., containing road names and house numbers — patient current address |
| 21 | zip | high | [21] header 'A25C', values like '525327', '525300' are 6-digit Chinese postal codes for the patient's address |
| 23 | phone | high | [23] header 'A27', values include '13432316787', '13824874123', '13692654546' — 11-digit Chinese mobile phone numbers |
| 28 | fullName | high | [28] header 'A32', garbled-encoding Chinese names (emergency contact or next-of-kin name) |
| 30 | address1 | high | [30] header 'A34', garbled-encoding detailed address strings matching same pattern as A24 — contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', values '15919274255', '13926710791', '18802517532' — 11-digit Chinese mobile numbers (emergency contact phone) |
| 240 | fullName | high | [240] header 'B31', garbled-encoding Chinese names consistent with patient/surgeon name field |
| 241 | fullName | high | [241] header 'B32', garbled-encoding Chinese names — likely secondary clinician/surgeon name |
Notes: 296-column HQMS medical records CSV with garbled encoding (likely GBK/GB2312 read as Latin-1). Column headers are HQMS field codes (A01, A11, etc.). Key PII: A11=patient name, A12C=gender code, A13=DOB, A15C=nationality, A20=18-digit Chinese national ID (SSN equivalent), A22=registered address, A24=current address, A25C=postal code, A27=patient phone, A32=emergency contact name, A34=emergency contact address, A35=emergency contact phone, B31/B32=clinician names. Majority of columns are clinical/diagnostic codes (ICD codes in C06x* series), procedure codes, timestamps, and internal flags — all skipped.
________hqmsts_____20201204162756448510_.csv22 columns2,727 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are Chinese personal names (马成强, 廖宝林, 魏生兰) — patient name field |
| 9 | gender | medium | [9] header 'A12C', binary values 1/2 consistent with gender code in Chinese medical records (1=male, 2=female) |
| 10 | dob | high | [10] header 'A13', values are ISO dates like 1957-06-10, 1963-10-18 — patient date of birth |
| 12 | country | high | [12] header 'A15C', values are '中国' (China) — nationality/country field |
| 17 | ssn | high | [17] header 'A20', 18-digit Chinese national ID numbers (居民身份证号) — national identifier equivalent to SSN |
| 18 | address1 | high | [18] header 'A22', values are Chinese address strings including province/city/district — primary address |
| 20 | address1 | high | [20] header 'A24', values are detailed Chinese street addresses — residential address line |
| 21 | zip | high | [21] header 'A25C', values like '839000' are Chinese postal codes |
| 22 | address2 | medium | [22] header 'A26', values are address strings that appear to be a second/contact address field |
| 23 | phone | high | [23] header 'A27', 11-digit numbers matching Chinese mobile phone format (138/135/099 prefixes) |
| 24 | zip | high | [24] header 'A28C', values like '839000' are Chinese postal codes for work/contact address |
| 26 | phone | high | [26] header 'A30', 11-digit Chinese phone numbers — second contact phone field |
| 28 | fullName | high | [28] header 'A32', values are Chinese personal names (马冠茹, 刘淑文) — emergency contact name |
| 30 | address1 | high | [30] header 'A34', values are Chinese address strings — emergency contact address |
| 31 | phone | high | [31] header 'A35', 11-digit Chinese phone numbers — emergency contact phone |
| 227 | fullName | high | [227] header 'B22', values are Chinese personal names (孙红霞, 多尔坤·沙衣热木) — likely attending physician name |
| 229 | fullName | high | [229] header 'B23', values are Chinese personal names — secondary physician/staff name |
| 231 | fullName | high | [231] header 'B24', values are Chinese personal names — tertiary physician/staff name |
| 233 | fullName | high | [233] header 'B25', values are Chinese personal names — additional staff name field |
| 235 | fullName | high | [235] header 'B26', values are Chinese personal names — additional staff name field |
| 238 | fullName | high | [238] header 'B29', values are Chinese personal names (李莎, 毛苏伟) — staff/reviewer name field |
| 240 | fullName | high | [240] header 'B31', values are Chinese personal names — additional medical staff name field |
Notes: 296-column Chinese HQMS medical records file. Column A20 (idx 17) contains 18-digit Chinese national ID numbers mapped as SSN. Multiple fullName fields represent patient (A11), emergency contact (A32), and various medical staff roles (B22–B31). Columns A12C (gender code 1/2) and A15C (country) are standard coded fields. Most remaining columns are ICD diagnosis codes, procedure codes, clinical metrics, and internal hospital reporting flags — all skipped.
________hqmsts_____2020120416341761239_.csv19 columns2,758 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are Chinese personal names (patient names) |
| 9 | gender | medium | [9] header 'A12C', values '1'/'2' consistent with gender code field in Chinese medical records |
| 10 | dob | high | [10] header 'A13', values are ISO dates like '2019-11-22', '1952-08-14' — date of birth |
| 12 | country | high | [12] header 'A15C', values '中国' (China) — country of patient |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (身份证号) — national identity number equivalent to SSN |
| 20 | address1 | high | [20] header 'A24', values are detailed Chinese street addresses — primary address |
| 21 | zip | high | [21] header 'A25C', values '839000' — Chinese postal codes |
| 22 | address2 | high | [22] header 'A26', values are Chinese addresses (secondary/mailing address field) |
| 23 | phone | high | [23] header 'A27', values are 11-digit Chinese mobile phone numbers |
| 26 | phone | high | [26] header 'A30', values are 11-digit Chinese mobile phone numbers (emergency contact phone) |
| 28 | fullName | high | [28] header 'A32', values are Chinese personal names (emergency contact names) |
| 31 | phone | high | [31] header 'A35', values are 11-digit Chinese mobile phone numbers (contact phone) |
| 227 | fullName | high | [227] header 'B22', values are Chinese personal names (medical staff) |
| 229 | fullName | high | [229] header 'B23', values are Chinese personal names (medical staff) |
| 231 | fullName | high | [231] header 'B24', values are Chinese personal names (medical staff) |
| 233 | fullName | high | [233] header 'B25', values are Chinese personal names (medical staff) |
| 235 | fullName | high | [235] header 'B26', values are Chinese personal names (medical staff) |
| 238 | fullName | high | [238] header 'B29', values are Chinese personal names (medical staff) |
| 240 | fullName | high | [240] header 'B31', values are Chinese personal names (medical staff) |
Notes: 296-column Chinese HQMS medical records file. Headers use internal Chinese medical reporting codes (A11, A12C, etc.). PII identified via sample values: patient name, DOB, gender, national ID (18-digit 身份证, mapped as SSN), address, postal code, phone numbers for patient and emergency contacts, and names/phones of multiple medical staff members. Remaining columns are clinical/diagnostic data (ICD codes, diagnoses, procedure codes, timestamps, hospital identifiers) — all skipped.
________hqmsts_____202012091830044839202011.csv25 columns2,736 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] header 'A11', values are Chinese personal names (孙守江, 卓梅英, 陈瑶, 杨志刚, 马桂花) |
| 9 | gender | high | [9] header 'A12C', values are 1/2 consistent with gender code (male/female) |
| 10 | dob | high | [10] header 'A13', values are dates of birth in YYYY-MM-DD format (1937-03-10, 1948-05-25, etc.) |
| 12 | country | high | [12] header 'A15C', values are '中国' (China) — country field |
| 17 | ssn | high | [17] header 'A20', values are 18-digit Chinese national ID numbers (resident identity card numbers) |
| 18 | city | high | [18] header 'A22', values are Chinese city/region names (新疆哈密, 江苏省徐州市) |
| 20 | address1 | high | [20] header 'A24', values are detailed street addresses in Chinese |
| 21 | zip | high | [21] header 'A25C', values are 6-digit Chinese postal codes (839000, 839200) |
| 22 | address2 | high | [22] header 'A26', values are detailed addresses, likely current/mailing address variant |
| 23 | phone | high | [23] header 'A27', values are 11-digit Chinese mobile phone numbers (13319028575, 13201060635) |
| 25 | address1 | medium | [25] header 'A29', values are addresses (workplace/next-of-kin address) |
| 26 | phone | high | [26] header 'A30', values are 11-digit Chinese mobile phone numbers — contact/emergency phone |
| 28 | fullName | high | [28] header 'A32', values are Chinese personal names (孙东玲, 郭同步, 郜媛) — next-of-kin or contact name |
| 30 | address1 | medium | [30] header 'A34', values are Chinese addresses — next-of-kin/contact address |
| 31 | phone | high | [31] header 'A35', values are 11-digit Chinese mobile phone numbers — next-of-kin/contact phone |
| 214 | fullName | high | [214] header 'B22', values are Chinese personal names (多尔坤·沙衣热木, 张积利, 杨荣) — medical staff names |
| 216 | fullName | high | [216] header 'B23', values are Chinese personal names — additional medical staff |
| 218 | fullName | high | [218] header 'B24', values are Chinese personal names (王磊, 阿迪力·牙生, 杨荣) |
| 220 | fullName | high | [220] header 'B25', values are Chinese personal names (魏超豹, 阿迪力·牙生, 邹贝) |
| 222 | fullName | high | [222] header 'B26', values are Chinese personal names (马福莉, 郭丹, 金苗, 帕提古丽) |
| 225 | fullName | high | [225] header 'B29', values are Chinese personal names (毛苏伟, 李莎) — likely attending physician |
| 227 | fullName | high | [227] header 'B31', values are Chinese personal names (多尔坤·沙衣热木, 张积利, 杨荣, 冯轶荣) |
| 238 | fullName | high | [238] header 'C18X01', values are Chinese personal names (魏超豹, 冯轶荣) — surgical/procedure staff names |
| 239 | fullName | high | [239] header 'C19x01', values are Chinese personal names (李剑春) — assistant surgeon names |
| 244 | fullName | high | [244] header 'C23X01', values are Chinese personal names (魏超豹, 冯轶荣) — anesthesiologist or other staff names |
Notes: 293 columns total; medical records from China's HQMS system. Key PII: patient name (A11), gender code (A12C), DOB (A13), nationality (A15C), national ID/SSN (A20 — 18-digit Chinese resident ID), city (A22), address (A24/A26/A29/A34), postal codes (A25C), phone numbers (A27/A30/A35), next-of-kin name (A32) and address (A34). Multiple medical staff full names appear in B22/B23/B24/B25/B26/B29/B31/C18X01/C19x01/C23X01. Remaining columns are clinical/diagnostic codes, timestamps, ICD codes, procedure codes, and internal identifiers — all skipped.
_______hqmsts_202009_202009.csv11 columns1,751 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | medium | [8] header 'A11', values are short Chinese text consistent with patient names (encoding garbled) |
| 9 | gender | medium | [9] header 'A12C', values are 1/2 consistent with gender code fields in Chinese medical systems |
| 10 | dob | high | [10] header 'A13', values are ISO date strings like '1954-03-19' — patient date of birth |
| 12 | country | medium | [12] header 'A15C', garbled Chinese text consistent with nationality/country field in HQMS schema |
| 17 | ssn | high | [17] header 'A20', 18-digit values like '130321195403198710' are Chinese Resident Identity Card numbers — national ID equivalent to SSN |
| 18 | address1 | medium | [18] header 'A22', long garbled Chinese strings consistent with patient home address |
| 23 | phone | high | [23] header 'A27', 11-digit values like '13473844580' are Chinese mobile phone numbers |
| 26 | phone | high | [26] header 'A30', same 11-digit Chinese mobile numbers — likely emergency contact or alternate phone |
| 28 | fullName | medium | [28] header 'A32', short garbled Chinese text consistent with contact/next-of-kin person name |
| 30 | address1 | medium | [30] header 'A34', long garbled Chinese strings consistent with contact/next-of-kin address |
| 31 | phone | high | [31] header 'A35', 11-digit Chinese mobile numbers matching A27/A30 pattern — contact phone number |
Notes: 296-column Chinese HQMS medical records file with encoding issues (mojibake). Column headers follow HQMS standard field codes (A11=patient name, A12C=gender, A13=DOB, A15C=nationality, A20=national ID card number, A22=home address, A27/A30/A35=phone numbers, A32=contact name, A34=contact address). Remaining columns are clinical/diagnostic data: ICD codes, procedure codes, diagnosis names, admission/discharge dates, ward codes, surgical records — all non-PII medical metadata.
_______hqmsts_202010_202010.csv16 columns1,706 rows
File structure
Format: CSV·Delimiter: Comma·Has header: yes·Quote: "
| Source column | Mapped field | Confidence | LLM assessment |
|---|---|---|---|
| 8 | fullName | high | [8] A11 — garbled Chinese character values consistent with patient names in Chinese medical records |
| 9 | gender | high | [9] A12C — values 1/2 consistent with Chinese medical gender codes (1=male, 2=female) |
| 10 | dob | high | [10] A13 — values in YYYY-MM-DD format, e.g. 1964-09-27, clearly dates of birth |
| 12 | country | medium | [12] A15C — garbled values consistent with 中国 (China), nationality/country field |
| 17 | ssn | high | [17] A20 — 18-digit Chinese national ID numbers (居民身份证号), encodes DOB and gender |
| 18 | address1 | high | [18] A22 — garbled Chinese address strings, patient registered address |
| 20 | address2 | medium | [20] A24 — same address pattern as A22, likely current/mailing address variant |
| 21 | zip | medium | [21] A25C — 6-digit codes (e.g. 066599) consistent with Chinese postal codes for registered address |
| 22 | address1 | medium | [22] A26 — third address field with same Chinese address pattern, contact address |
| 23 | phone | high | [23] A27 — 11-digit values (e.g. 18330369781) matching Chinese mobile phone number format |
| 24 | zip | medium | [24] A28C — 6-digit postal codes associated with contact address |
| 26 | phone | high | [26] A30 — 11-digit Chinese mobile numbers, second phone field (same values as A27 in sample) |
| 27 | zip | medium | [27] A31C — 6-digit postal codes, third zip associated with emergency contact address |
| 28 | fullName | high | [28] A32 — short Chinese text values consistent with emergency contact/next-of-kin names |
| 30 | address1 | medium | [30] A34 — short Chinese address text, emergency contact address |
| 31 | phone | high | [31] A35 — 11-digit Chinese mobile numbers, emergency contact phone |
Notes: 296-column Chinese medical records CSV from HQMS system. Column headers use internal HQMS codes (A11, A12C, etc.) rather than descriptive names. Columns identified by value patterns: 18-digit national ID in A20 mapped as SSN, DOB in A13, gender code in A12C, multiple address+zip pairs (A22/A25C, A24/A28C, A26/A31C), three phone fields (A27, A30, A35), two name fields (A11=patient, A32=emergency contact). Remaining 280+ columns are clinical/diagnostic data (ICD codes, procedure codes, admission/discharge dates, lab flags) and are skipped.