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viwaz/sentiment_analysis

scanned 2026-07-20 · git 3a2e4a0
2 of 6 checks flagged a security issue
🔴 Needs attention
Only 5 of 6 checks finished — treat this as provisional. Re-check ↻

Informational scan, not a security audit. How this is computed.

Leaked secrets2Vulnerable dependencies✓Known OSS vulnerabilities72Risky code patterns✓Malicious dependencies—Project health12

Security checks

Leaked secrets — Gitleaksⓘ 2 found · 2 serious

API keys, passwords or tokens committed into the repo.

  • Serious github-fine-grained-pat Found a GitHub Fine-Grained Personal Access Token, risking unauthorized repository access and code manipulation.
    notebooks/Setup.ipynb:185
    A credential (key, password or token) appears in your code. Fix: Remove it, rotate the key, and load it from an environment variable instead.
  • Serious github-fine-grained-pat Found a GitHub Fine-Grained Personal Access Token, risking unauthorized repository access and code manipulation.
    notebooks/Setup.ipynb:186
    A credential (key, password or token) appears in your code. Fix: Remove it, rotate the key, and load it from an environment variable instead.

via Gitleaks v8.21.2 · MIT

Vulnerable dependencies — Trivyⓘ none found ✓

Packages you depend on that have known security holes (CVEs).

Nothing found by this check. ✓

via Trivy v0.70.0 · Apache-2.0

Known OSS vulnerabilities — OSV-Scannerⓘ 72 found · 6 serious

Your dependencies cross-checked against the OSV vulnerability database.

  • Serious PYSEC-2026-2102 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, the C parser (the default for most installs) accepted null bytes and control characters in resp
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34520). Fix: Update that package to its patched version.
  • Serious PYSEC-2020-163 A flaw was found in all python-ecdsa versions before 0.13.3, where it did not correctly verify whether signatures used DER encoding. Without this verification, a malformed signature could be accepted,
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2019-14859). Fix: Update that package to its patched version.
  • Serious PYSEC-2022-42992 All versions of package gitpython are vulnerable to Remote Code Execution (RCE) due to improper user input validation, which makes it possible to inject a maliciously crafted remote URL into the clone
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2022-24439). Fix: Update that package to its patched version.
  • Serious PYSEC-2023-137 GitPython before 3.1.32 does not block insecure non-multi options in clone and clone_from. NOTE: this issue exists because of an incomplete fix for CVE-2022-24439.
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2023-40267). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-2161 GitPython is a python library used to interact with Git repositories. Prior to version 3.1.47, _clone() validates multi_options as the original list, then executes shlex.split(" ".join(multi_options))
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-42284). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-457 Arbitrary Code Execution in Pillow
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2023-50447). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2022-248 Streamlit is a data oriented application development framework for python. Users hosting Streamlit app(s) that use custom components are vulnerable to a directory traversal attack that could leak data
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2022-35918). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2024-153 Streamlit is a data oriented application development framework for python. Snowflake Streamlit open source addressed a security vulnerability via the static file sharing feature. Users of hosted Strea
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2024-42474). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-212 A vulnerability has been found in Streamlit up to 1.53.0. Impacted is an unknown function in the library lib/streamlit/runtime/caching/hashing.py of the component Palette Handler. Such manipulation le
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-10804). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2285 Streamlit is a data oriented application development framework for python. Streamlit Open Source versions prior to 1.54.0 running on Windows hosts have an unauthenticated Server-Side Request Forgery (
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-33682). Fix: Update that package to its patched version.
  • Worth fixing GHSA-8qw9-gf7w-42x5 Minor fix to previous patch for CVE-2022-35918
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole. Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-139 A vulnerability was identified in PyTorch 2.10.0. The affected element is an unknown function of the component pt2 Loading Handler. The manipulation leads to deserialization. The attack can only be pe
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-4538). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2286 PyTorch is a Python package that provides tensor computation. Prior to version 2.10.0, a vulnerability in PyTorch's `weights_only` unpickler allows an attacker to craft a malicious checkpoint file (`.
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-24747). Fix: Update that package to its patched version.
  • Worth fixing GHSA-qfhq-4f3w-5fph PyTorch is vulnerable to memory corruption through its torch.lstm_cell function
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2025-3001). Fix: Update that package to its patched version.
  • Worth fixing GHSA-rrmf-rvhw-rf47 PyTorch is vulnerable to memory corruption through its torch.jit.script function
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2025-3000). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1100 AIOHTTP vulnerable to denial of service through large payloads
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2025-69228). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1101 AIOHTTP's HTTP Parser auto_decompress feature is vulnerable to zip bomb
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2025-69223). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1103 aiohttp allows request smuggling due to incorrect parsing of chunk extensions
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2024-52304). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1106 AIOHTTP vulnerable to DoS through chunked messages
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2025-69229). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1107 AIOHTTP vulnerable to DoS when bypassing asserts
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2025-69227). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2094 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, insufficient restrictions in header/trailer handling could cause uncapped memory usage. This is
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-22815). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2095 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, an unbounded DNS cache could result in excessive memory usage possibly resulting in a DoS situa
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34513). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2096 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, an attacker who controls the content_type parameter in aiohttp could use this to inject extra h
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34514). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2097 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, on Windows the static resource handler may expose information about a NTLMv2 remote path. This
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34515). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2098 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, a response with an excessive number of multipart headers may be allowed to use more memory than
    /workdirs/scan-08bfbe32-5c28-43b7-a806-ab1755f169aa/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34516). Fix: Update that package to its patched version.
… 47 more not shown

via OSV-Scanner v1.9.2 · Apache-2.0

Risky code patterns — Semgrepⓘ none found ✓

Code that can be exploited: injection, hardcoded credentials and similar.

Nothing found by this check. ✓

via Semgrep v1.147.0 · LGPL-2.1

Malicious dependencies — Guarddogⓘ timed out

Packages that look intentionally malicious: typosquats, sneaky install scripts.

This check didn’t finish — that’s not the same as “clean.” Try Check again above.

via Guarddog v2.10.0 · Apache-2.0

error: pypi:timeout

Project health

A signal about how the project is maintained — not a vulnerability in your code. It doesn’t affect the verdict above.

Project health — OpenSSF Scorecardⓘ 12 notes

Maintenance & supply-chain hygiene. A signal about the project, not a vulnerability in your code.

  • Worth fixing scorecard-overall OpenSSF Scorecard overall: 1.1/10
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-CI-Tests CI-Tests scored 0: 0 out of 1 merged PRs checked by a CI test -- score normalized to 0
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-CII-Best-Practices CII-Best-Practices scored 0: no effort to earn an OpenSSF best practices badge detected
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-Code-Review Code-Review scored 0: Found 0/28 approved changesets -- score normalized to 0
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-Contributors Contributors scored 0: project has 0 contributing companies or organizations -- score normalized to 0
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-Dependency-Update-Tool Dependency-Update-Tool scored 0: no update tool detected
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-Fuzzing Fuzzing scored 0: project is not fuzzed
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-License License scored 0: license file not detected
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-Maintained Maintained scored 0: project was created within the last 90 days. Please review its contents carefully
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-Pinned-Dependencies Pinned-Dependencies scored 0: dependency not pinned by hash detected -- score normalized to 0
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-SAST SAST scored 0: SAST tool is not run on all commits -- score normalized to 0
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.
  • Minor scorecard-Security-Policy Security-Policy scored 0: security policy file not detected
    A project-health signal (maintenance / supply-chain hygiene), not a vulnerability in your code.

via OpenSSF Scorecard v5.5.0 · Apache-2.0

About these results. Six open-source checks ran in parallel; every finding is tagged with the tool that produced it. The verdict follows a published rule. False positives and false negatives are normal — a clean scan does not mean the code is secure, and a red verdict does not mean the project is compromised.